Gifts That Inspire Joy

11 October 2025

Finding the perfect gift can feel like navigating a maze of options—you want something unexpected, exciting, and useful. This guide curates the most fun, innovative, and luxurious gifts, combining style with functionality for maximum delight. Whether you’re shopping for a loved one or treating yourself, these selections are designed to inspire joy, spark gratitude, and make unwrapping an unforgettable experience.

Bose QuietComfort Headphones

The Bose QuietComfort Headphones are like a first-class ticket to pure audio bliss: they merge class-leading active noise cancellation, refined acoustic tuning, and lightweight comfort into a single sleek over-ear design. With up to 24 hours of wireless playtime, Bluetooth pairing, and a convenient wired mode complete with an in-line mic, they’re built for versatility. The soft, padded earcups make long listening sessions feel effortless, while the Bose Music app gives you the power to fine-tune EQ settings or toggle noise-cancellation modes to match your environment. Whether you’re flying, working, or simply unwinding at home, they let you focus on your music—and block out everything else.

Nintendo Switch 2 + Mario Kart World Bundle

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Give the ultimate gaming experience with the Nintendo Switch 2 + Mario Kart World Bundle. This all-in-one set features the sleek, upgraded Switch 2 console with a crisp 7.9″ display, 4K dock support, and vibrant red and blue Joy‑Con 2 controllers. Included digitally is Mario Kart World, an exciting evolution of the classic franchise with open-world tracks, dynamic weather, off-road shortcuts, and up to 24-player online races. Perfect for players of all ages, this bundle delivers endless entertainment, whether at home, on the go, or sharing the fun with friends and family.

Apple MacBook Pro Laptop

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Elevate productivity and creativity with the Apple MacBook Pro, a powerhouse built for professionals and enthusiasts alike. Its sleek design houses a next-generation Apple processor, delivering lightning-fast performance across demanding workflows—from video editing and 3D rendering to multitasking with dozens of apps. The stunning Retina display brings visuals to life with crisp, vibrant detail, while advanced thermal management keeps performance smooth under pressure. Lightweight yet robust, this MacBook Pro is engineered to empower work, play, and everything in between.

Apple Studio Display

The Apple Studio Display is a striking combination of elegance and cutting-edge performance, perfect for creative professionals or anyone who wants their workspace to shine. Its 27-inch 5K Retina screen delivers breathtaking detail, vibrant colors, and incredible clarity, making every image, video, or design pop with lifelike precision. With True Tone and optional nano-texture glass, it adapts to your environment for comfortable viewing, while the tilt- and height-adjustable stand lets you customize your setup for maximum comfort. Integrated high-fidelity speakers, a studio-quality microphone, and a 12MP Ultra Wide camera make it ideal for video calls, music, and content creation. Whether treating yourself or gifting a loved one, the Studio Display transforms any desk into a premium, immersive experience.

Ledger Nano X Crypto Hardware Wallet

The Ledger Nano X Crypto Hardware Wallet is a sleek, Bluetooth-enabled device designed to securely store and manage your cryptocurrency with peace of mind. Compact yet powerful, it supports over 1,800 digital assets and offers robust protection against hacks, phishing, and malware, making it a perfect choice for both crypto enthusiasts and newcomers. Its user-friendly interface, paired with mobile and desktop compatibility, allows seamless transactions anywhere, anytime. Whether safeguarding your own digital wealth or gifting a tech-forward friend the ultimate in crypto security, the Ledger Nano X combines cutting-edge technology with stylish portability.

Apple TV 4K

The Apple TV 4K is a powerful streaming device that elevates your home entertainment experience with stunning 4K visuals, Dolby Vision, HDR10+, and immersive Dolby Atmos audio. Powered by the A15 Bionic chip, it offers smooth performance and supports Thread networking and Gigabit Ethernet for seamless smart home integration. The included Siri Remote allows for intuitive navigation and voice control, and even helps locate the remote using your iPhone. Beyond streaming, Apple TV 4K serves as a hub for Apple services like Fitness+, Arcade, Music, and Photos, and supports live TV and popular apps such as Netflix, Prime Video, and Disney+. With tvOS 18, it also introduces a FaceTime experience on TV, bringing your calls to the big screen. Whether you're watching, gaming, or connecting with friends and family, Apple TV 4K delivers a premium, all-in-one entertainment solution.

Louis Vuitton Keepall

The Louis Vuitton Keepall 45 Bandoulière redefines travel elegance with its sleek black and grey Monogram Eclipse canvas, a modern twist on a classic design that has accompanied stylish globetrotters since 1930. Crafted with natural cowhide leather trimmings and a soft cotton textile lining, this cabin-size duffle combines form and function, offering ample space for an overnight journey. Its double leather handles ensure a comfortable grip, while the removable, adjustable strap allows effortless cross-body wear, and gleaming silver hardware, including a padlock, adds a touch of sophistication. Complete with a removable leather name tag, the Keepall 45 Bandoulière is the ultimate companion for those who travel with style.

Jackery Explorer Portable Power Station

The Jackery Explorer 2000 v2 Portable Power Station is a robust and versatile energy solution, ideal for both outdoor adventures and emergency home backup. With a substantial 2042Wh capacity and 2200W continuous output (4400W surge), it can power a variety of devices, from kitchen appliances to medical equipment. The unit features multiple output options, including three AC outlets, two USB-C ports (100W and 30W), and a USB-A port, allowing simultaneous charging of multiple devices. Its LiFePO₄ battery ensures long-term durability, offering up to 10 years of daily use. Weighing around 39.5 lbs, it is portable enough for camping trips and tailgating, yet powerful enough to serve as a reliable backup during power outages.

Zero Halliburton Aluminum Briefcase

The Zero Halliburton Aluminum Briefcase is a masterclass in functional elegance, blending timeless design with modern utility. Crafted from lightweight yet highly durable 6000-series aluminum, it features the brand's signature double-ribbed texture, offering both strength and a distinctive aesthetic. Inside, the case is thoughtfully organized with a dedicated sleeve that accommodates up to a 14-inch laptop or A4-sized documents, ensuring your essentials are securely stored. The slim profile and ergonomic top carry handle make it an ideal companion for professionals on the move. Whether you're heading to a high-stakes meeting or traveling between cities, this briefcase exudes confidence and sophistication, making a statement without uttering a word.

Peloton Tread Treadmill

The Peloton Tread redefines the home running experience, combining cutting-edge engineering with immersive training technology. Its sleek auto-incline design, whisper-quiet motor, and expansive HD touchscreen bring live and on-demand workouts to life, guided by world-class instructors and real-time performance metrics. Precision-built for stability and comfort, it offers both intense runs and smooth recovery sessions. Whether for a dedicated athlete or someone beginning their fitness journey, the Peloton Tread delivers an engaging, high-energy workout experience that feels personal, connected, and inspiring.

Hasselblad 907X Camera

The Hasselblad 907X Anniversary Edition Kit is a mesmerizing celebration of eight decades of precision imaging, packed into one of the most elegant and technically capable camera systems ever made. At its heart lies a 50-megapixel medium-format CMOS sensor (43.8 × 32.9 mm) delivering sumptuous detail, 16-bit color depth, and up to 14 stops of dynamic range—perfect for capturing subtle tones and dramatic light. The kit includes a sleek 907X camera body, the CFV II 50C digital back, a custom-engraved XCD 30 mm ƒ/3.5 wide-angle lens, a control grip, and an optical viewfinder—each component custom embellished with lunar-gray anodized trim, engraved focus rings, and a commemorative “Since 1941” plate. Elevate craftsmanship to legendary heights—secure this limited-edition masterpiece today.

Dyson Cordless Vacuum

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The Dyson V11 feels like a turbo-charged magic wand—sleek, cordless, and impressively effective. With the motor spinning at up to 125,000 rpm, it delivers 185 air-watts of suction power that doesn’t fade mid-clean, and its advanced 14-cyclone system captures dust, allergens, and debris down to 0.1 microns. Its intelligent Dynamic Load Sensor constantly adjusts power depending on floor type, so you can move seamlessly from hardwood to carpet without fiddling with settings. The built-in LCD screen displays real-time battery life, power mode, and maintenance reminders, while the 0.2-gallon bin empties hygienically with a simple “point and shoot” motion—no more dusty fingers. The V11 is a premium gift to yourself or someone else—a beautiful, high-performance vacuum that feels as future-ready as it is practical.

SanDisk USB Drive

The SanDisk Extreme PRO Dual Drive is a high-performance USB flash drive designed for professionals and creatives who demand speed and versatility. With a robust metal enclosure and a compact design measuring just 3.15" x 0.72" x 0.42" and weighing only 23 grams, this drive offers up to 2TB of storage capacity. It features dual connectors—USB Type-C and USB Type-A—making it compatible with a wide range of devices, including laptops, tablets, and smartphones. The drive delivers impressive sequential read speeds up to 1,000MB/s and write speeds up to 900MB/s, ensuring rapid file transfers and efficient workflows. Ideal for editing large media files or backing up important documents, the SanDisk Extreme PRO Dual Drive provides the performance and reliability required to keep projects moving forward.

Creed Aventus Eau de Parfum

Creed Aventus Eau de Parfum is a bold and sophisticated fragrance that has become a modern classic since its debut in 2010. Crafted by the House of Creed, it embodies strength, success, and elegance. The scent opens with a vibrant blend of Calabrian bergamot, blackcurrant leaves, apple, and pineapple, creating a refreshing and fruity top note. The heart reveals a complex mix of birch, patchouli, Moroccan jasmine, and pink pepper, adding depth and intrigue. The base notes of oakmoss, musk, ambergris, and vanilla provide a warm and woody foundation, ensuring the fragrance's longevity and richness. Aventus is celebrated for its versatility, suitable for both day and night wear across all seasons. Its unique composition and lasting power have made it a favorite among fragrance enthusiasts worldwide.

iRobot Roomba Max

The iRobot Roomba Max 705 Combo Robot Vacuum & Mop with AutoWash Dock is a cutting-edge, all-in-one cleaning powerhouse designed to handle every floor in your home. As a vacuum, it delivers powerful suction and uses dual brushes to lift dirt, dust, and pet hair from carpets and rugs with ease. As a mop, its PowerSpin™ Roller Mop and SmartScrub system tackle tile, sealed hardwood, and other hard surfaces, scrubbing away stubborn spots while maintaining consistent pressure. The AutoWash Dock takes convenience to the next level, offering 75 days of hands-free operation by self-emptying the dustbin, washing and drying the mop, and refilling cleaning solution automatically. Equipped with PrecisionVision™ AI and advanced obstacle avoidance, the Roomba Max 705 navigates around furniture, cords, and everyday obstacles, ensuring every corner of your home is spotless. With its combination of intelligent vacuuming, efficient mopping, and self-maintaining features, it’s a true all-in-one solution for a cleaner, smarter home.

Zero Halliburton Backpack

The Zero Halliburton Profile Deluxe Business Backpack seamlessly blends durability with sophisticated design, making it an ideal companion for professionals on the move. Crafted from a robust combination of leather and Cordura nylon, this backpack offers a sleek, matte finish that resists wear and tear. Its thoughtfully designed compartments include a padded pocket to safeguard electronic devices and a front zippered pocket with an organizer to keep essentials neatly arranged. The carry handle ensures a comfortable grip, while the padded shoulder straps are engineered to rest comfortably, regardless of the load. Whether you're commuting or traveling for business, this backpack provides both style and functionality.

Anker Nano Charger

The Anker Nano Charger (45W) redefines portable power with its ultra-compact design and impressive charging capabilities. Utilizing advanced GaN technology, this charger delivers up to 45W of power through a single USB-C port, making it ideal for fast-charging devices like the iPhone 17 series, MacBooks, and the latest Samsung Galaxy models. Its foldable prongs enhance portability, allowing it to easily slip into any bag or pocket. Weighing just 2.11 oz and measuring 1.3 × 1.26 × 1.45 inches, it's among the smallest and lightest 45W chargers available. The included 6-foot USB-C to USB-C cable ensures you have everything needed for efficient charging right out of the box. Whether you're at home, in the office, or on the go, the Anker Nano Charger is a great, space-saving solution for your charging needs.

Marvel X-Men - Hardcover Book from Taschen for Collectors

Marvel Comics Library: X-Men 1963–1966 is a monumental collector’s edition that captures the birth of mutantkind and the dawn of Marvel’s modern mythology. This massive 666-page volume from Taschen faithfully reproduces the first 21 X-Men stories (1963–1966) in stunning, high-resolution detail, meticulously restored from rare original sources. Featuring the visionary work of Stan Lee and Jack Kirby, along with essays by Chris Claremont and Fabian Nicieza, the book offers both artistic splendor and historical insight. Complemented by behind-the-scenes memorabilia and rare sketches, it stands as a definitive tribute to the era when the dream of Professor X’s gifted youngsters first leapt from the page—and into pop culture history.

Marvel Avengers - Hardcover Book from Taschen for Collectors

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Marvel Comics Library: Avengers 1965–1967 from Taschen captures a thrilling moment in Marvel history, when the original league of heroes faced internal strife, shifting alliances, and cosmic threats that would define their legacy. In this grand, oversized edition, issues 21 through 40 are reproduced with painstaking fidelity—photographed from pristine original issues and digitally restored to evoke the boldness of Silver Age comics. Under the creative stewardship of Stan Lee and Don Heck and later Roy Thomas, the Avengers roster expanded, tensions flared, and epic story arcs unfolded—introducing luminaries like Hawkeye, Scarlet Witch, Quicksilver, and Captain America, while villains such as Kang, the Enchantress, and Doctor Doom rose to challenge them. Rich supplementary materials—including rare art, archival documents, and authoritative essays—elevate this volume beyond reprint to artifact, making it a spectacular tribute to the era when the world truly saw “Earth’s Mightiest Heroes” coalesce.

Montblanc Meisterstuck Platinum Ballpoint Pen

The Montblanc Meisterstück Le Grand Platinum Ballpoint Pen is a timeless writing instrument that seamlessly blends classic elegance with modern sophistication. Crafted from deep black precious resin, the pen features platinum-coated accents, including three rings embossed with the Montblanc brand name and a clip engraved with an individual serial number, underscoring its exclusivity and attention to detail. The white Montblanc emblem atop the cap further enhances its distinguished appearance. Designed for comfort and precision, the Le Grand model boasts a larger barrel, providing a balanced and ergonomic writing experience. Its twist mechanism ensures a smooth and reliable operation, making it a perfect choice for professionals and enthusiasts alike who appreciate the art of fine writing. Whether used for daily correspondence or special occasions, this pen stands as a symbol of refined taste and enduring quality.

Xbox Series X Gaming Console

The Xbox Series X Digital Edition offers a premium, all-digital gaming experience, ideal for those who prefer downloading their games without the need for physical discs. Equipped with a custom AMD Zen 2 processor and RDNA 2 GPU delivering 12 teraflops of graphics power, it supports true 4K gaming at up to 120 frames per second, ensuring smooth and immersive visuals. It provides fast load times and ample storage, while Quick Resume allows players to switch between games seamlessly. Backward compatibility ensures access to a vast library of games from previous Xbox generations, all optimized to look and play better than ever. This console is perfect for gamers seeking cutting-edge performance and a sleek, modern design.

DJI Mavic Pro Drone

The DJI Mavic 4 Pro Drone—which includes the 512GB Creator Combo—is a powerhouse for aerial creators seeking unmatched performance and storage. Equipped with an advanced camera system capable of capturing stunning 4K footage with incredible clarity, it delivers cinematic quality from breathtaking heights. Its long-range transmission and intelligent flight modes allow for precise, stable, and dynamic shots, while the included 512GB of onboard storage ensures ample room for high-resolution videos and images. Compact yet robust, this drone combines portability with professional-grade features, making it ideal for capturing sweeping landscapes, intricate action sequences, or creative aerial perspectives. The Creator Combo further enhances versatility with a suite of accessories designed for seamless, high-efficiency filming.

Apple Ultra 3 Watch

The Ultra 3 is Apple's most advanced smartwatch to date, designed for those who demand both performance and resilience. Encased in a 49mm Grade 5 titanium body, it offers a robust yet lightweight build, available in natural and black finishes. The standout feature is its expansive 1.98-inch Always-On Retina LTPO3 OLED display, boasting a resolution of 422 x 514 pixels and a peak brightness of 3,000 nits, ensuring clarity even under direct sunlight.

Under the hood, the Ultra 3 is powered by the S10 chip, delivering swift performance and seamless integration with watchOS 26. Its battery life is impressive, offering up to 42 hours of normal use and extending to 72 hours in Low Power Mode, making it ideal for extended adventures
Apple. The watch also introduces satellite communications, enabling emergency SOS and Find My updates even without cellular connectivity.

Health and fitness enthusiasts will appreciate the Ultra 3's comprehensive tracking capabilities, including advanced heart rate monitoring, sleep scoring, and hypertension notifications. Its multisport tracking feature automatically detects transitions between activities like swimming, cycling, and running, providing detailed metrics for each segment.

Whether navigating rugged terrains or navigating daily tasks, the Apple Watch Ultra 3 combines cutting-edge technology with durability, making it a top choice for those seeking a smartwatch that can keep pace with their lifestyle.

Names, marks, and content are the property of their respective owners.

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Content on this site—including text, images, videos, and data—may not be used for training or input into any artificial intelligence, machine learning, or automatized learning systems, or published, broadcast, rewritten, or redistributed without the express written permission of Scott M. Graffius.

Tags: Apple Products: Apple MacBook Pro, Apple Studio Display, Apple TV, Apple Watch Ultra 3 • Other Tech Gadgets: Bose QuietComfort Headphones, Nintendo Switch 2, Ledger Nano X Crypto Hardware Wallet, SanDisk Extreme Pro USB Thumb Drive, Anker Nano Charger, Jackery Portable Power Station • Tech Gifts • Home and Fitness: Peloton Tread Treadmill, Dyson Gen5Detect Cordless Vacuum Cleaner, iRobot Roomba Max • Luxury and Collectibles: Louis Vuitton Keepall, Zero Halliburton Aluminum Briefcase, Hasselblad 907X Camera Kit, Creed Cologne, X-Men Collector’s Book, Avengers Collector’s Book, Montblanc Pen

Evergreen Echoes: How Pinterest Inc. and Pinterest Japan Spotlighted Scott M. Graffius’ Research on the Half-Life of Social Media Content

08 October 2025

BY SCOTT M. GRAFFIUS | ScottGraffius.com

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Pinterest Inc. and Pinterest Japan Featured Scott M. Graffius’ Research

In the whirlwind world of social media, where a post can vanish into the digital ether faster than you can say "algorithm," one truth stands out like a timeless pin on a corkboard: not all content fades equally. Scott M. Graffius’ "Lifespan (Half-Life) of Social Media Posts" research dives deep into this dynamic, measuring the time it takes for a post to garner half its total engagement—likes, shares, comments, and beyond. Drawing from over 5 million posts and 225 podcasts across platforms such as Snapchat, TikTok, X, Facebook, Reddit, Instagram, LinkedIn, YouTube, and yes, Pinterest itself, the findings reveal stark contrasts. Snapchat snaps evaporate in 0 minutes (with exceptions), while Pinterest pins linger for a robust 3.88 months on average—over 100 times longer than many rivals. This isn't just data; it's a roadmap for creators and marketers navigating an ever-shifting landscape of user behaviors and platform tweaks. As global social media users hit 5.17 billion (as of January 2025), understanding these half-lives isn't optional. It's the key to amplifying your voice amid the noise.

What makes this update particularly exciting? It's the fresh lens on the social media platforms. Graffius’ methodology—aggregating diverse datasets from APIs, academic repositories, and more—ensures a representative snapshot, free from the pitfalls of anecdotal reports. And the visuals? They've evolved, too, with stylized periodic charts that turn cold stats into compelling stories. But a real thrill came last fall when two arms of the Pinterest empire turned the spotlight on this work, validating its real-world punch. In October 2024, Pinterest Inc.'s Business Blog dropped "Unlock the Full Potential of Pinterest with Marketing Mix Modeling," citing Graffius’ 2024 edition to underscore how Pinterest content outlasts the competition by over 100 times. It was a nod to strategic longevity, complete with a footnote linking back to my DOI-stamped research—a marketer's dream endorsement.

Then, in a delightfully novel twist, Pinterest Japan took it further in November 2024. Their Tokyo Office publication, "Pinterest’s Latest Marketing Strategies," wove Graffius’ analysis into a sleek, Japan-centric guide for businesses. Picture this: a sprawling horizontal red bargraph, translated into Japanese, defining half-life as "the period until half of the total engagement is achieved," hyperlinked straight to Graffius’ work. Pinterest Japan visualized the cross-platform comparisons, positioning Pinterest as the endurance champion for savvy strategists. This wasn't just a citation; it was a creative remix, blending global data with localized insights to empower Asian marketers. Fast-forward to today, and the buzz hasn't dimmed. Traffic to Graffius’ respective articles is surging, a testament to how timeless (pun intended) this topic remains.

As algorithms evolve and new platforms rise, Graffius’ commitment to annual updates ensures this research stays as relevant as your next post. Whether you're a podcaster eyeing 6.68 days of half-life or a pinner banking on months of momentum, these insights can transform your strategy. Dive into the full 2025 edition here, complete with visuals.

About Scott M. Graffius

Scott M. Graffius is a technology leader who drives innovation in AI, Agile, and Project/Program/Portfolio/PMO Management. And he’s a renowned expert on temporal patterns on social media networks and teamwork tradecraft (including “exotic team dynamics” involving human-AI teams). He’s a practitioner, consultant, researcher, thought leader, author (Agile Protocol, 2025; Agile Transformation, 2019; and Agile Scrum, 2016), and keynote speaker who’s taken the stage at 95 conferences and other events across 25 countries. Graffius has delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond. Businesses, professional associations, government agencies, and universities engage him and feature his work. Examples include ACM, Adobe, Bayer, Boston University, Harvard Medical School, IEEE, Johns Hopkins University, Lam Research, Microsoft, MSN, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, Technical University of Munich, UC San Diego, Verizon, Yale University, and many more. Explore https://www.scottgraffius.com to learn more.

About Graffius’ "Lifespan (Half-Life) of Social Media Posts" Research

Graffius’ Lifespan (Half-Life) of Social Media Posts research is renowned for its rigor, scale, and real-world relevance. Analyzing 5 million posts across multiple platforms, it reveals how content rises and fades in audience engagement. Cited by media, academics, and industry professionals alike, the study informs social media strategies, helps optimize engagement, and clarifies audience behavior patterns. By quantifying the half-life of posts across networks, it provides actionable guidance for content timing, planning, and long-term marketing impact. Its broad applicability makes it an essential resource for navigating today’s fast-moving digital landscape.

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A visual from 2025 edition of Graffius’ research is above and the details are here.

About Pinterest

Pinterest is a visual search and discovery platform where people find inspiration, curate ideas, and shop products—all in a positive place online. Headquartered in San Francisco, Pinterest launched in 2010 and has over half a billion monthly active users worldwide.

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Bibliography

This is the select bibliography. It lists the three publications referenced in this article.

Graffius, Scott M. (2024, October 10). Pinterest Inc. References Scott M. Graffius’ Research. Available at: https://scottgraffius.com/blog/files/pinterest_inc_business_blog_features_graffius.html. DOI: 10.13140/RG.2.2.31296.55041.

Graffius, Scott M. (2024, December 19). Pinterest Japan Uses Graffius’ Research on Temporal Dynamics on Social Media Platforms. Available at: https://scottgraffius.com/blog/files/pinterest-japan-uses-research-by-graffius.html. DOI: 10.13140/RG.2.2.35455.93606.

Graffius, Scott M. (2025, January 6). Lifespan (Half-Life) of Social Media Posts: Update for 2025. Available at: https://scottgraffius.com/blog/files/lifespan-halflife-of-social-media-posts-update-for-2025.html. DOI: 10.13140/RG.2.2.35085.65761.

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About Scott M. Graffius

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Scott M. Graffius is a globally recognized technology leader who drives innovation in AI, Agile, and Project Management/PMO leadership.

He’s a practitioner, researcher, thought leader, award-winning author, and keynote speaker who’s taken the stage at 95 conferences and other events across 25 countries.

He’s delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond.

Businesses, professional associations, government agencies, and universities use Graffius and feature his work. Examples include Adobe, Bayer, Boston University, Ford, Gartner, Harvard Medical School, IEEE, Johns Hopkins University, Microsoft, MSN, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, UC San Diego, Verizon, Yale University, and others.

The following sections provide additional information on his experience, contributions, and influence.

Experience

Graffius heads the professional services firm Exceptional PPM and PMO Solutions, along with its subsidiary Exceptional Agility. These consultancies offer strategic and tactical advisory, training, embedded expertise, and consulting services to the public, private, and government sectors. They help organizations enhance their capabilities and results in agile, project management, program management, portfolio management, and PMO leadership, supporting innovation and driving competitive advantage. The consultancies confidently back services with a Delighted Client Guarantee™.

Graffius is a former VP of project management with a publicly traded provider of diverse consumer products and services over the Internet. Before that, he ran and supervised the delivery of projects and programs in public and private organizations with businesses ranging from e-commerce to advanced technology products and services, retail, manufacturing, entertainment, and more.

He has experience with consumer, business, reseller, government, and international markets.

Award-Winning Author

Graffius has authored three books.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions, his first book, earned 17 awards.
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change, his second book, was named one of the best Scrum books of all time by BookAuthority.
Agile Protocol: The Transformation Ultimatum, his third book and his first work of fiction, was released in April 2025. The book trailer is on YouTube.

International Public Speaker

Organizations worldwide engage Graffius to present on tech (including AI), Agile, project management, program management, portfolio management, and PMO leadership. He crafts and delivers unique and compelling talks and workshops. Graffius has conducted 95 sessions across 25 countries. Select examples of events include Agile Trends Gov, BSides (Newcastle Upon Tyne), Conf42 Quantum Computing, DevDays Europe, DevOps Institute, DevOpsDays (Geneva), Frug’Agile, IEEE, Microsoft, Scottish Summit, Scrum Alliance RSG (Nepal), Techstars, and W Love Games International Video Game Development Conference (Helsinki), and more.

With an average rating of 4.81 (on a scale of 1-5), sessions are highly valued.

The speaker engagement request form is here.

Thought Leadership and Influence

Prominent businesses, professional associations, government agencies, and universities have showcased Graffius and his contributions—spanning his books, talks, workshops, and beyond. Select examples include:

Adobe,
American Management Association,
Amsterdam Public Health Research Institute,
Bayer,
BMC Software,
Boston University,
Broadcom,
Cisco,
Coburg University of Applied Sciences and Arts - Germany,
Computer Weekly,
Constructor University - Germany,
Data Governance Success,
Deimos Aerospace,
DevOps Institute,
Dropbox,
EU's European Commission,
Ford Motor Company,
Gartner,
GoDaddy,
Harvard Medical School,
Hasso Plattner Institute - Germany,
IEEE,
Innovation Project Management,
Johns Hopkins University,
Journal of Neurosurgery,
Lam Research (Semiconductors),
Leadership Worthy,
Life Sciences Trainers and Educators Network,
London South Bank University,
Microsoft,
MSN,
NASSCOM,
National Academy of Sciences,
New Zealand Government,
Oracle,
Pinterest Inc.,
Project Management Institute,
Mary Raum (Professor of National Security Affairs, United States Naval War College),
SANS Institute,
SBG Neumark - Germany,
Singapore Institute of Technology,
Torrens University - Australia,
TBS Switzerland,
Tufts University,
UC San Diego,
UK Sports Institute,
University of Galway - Ireland,
US Department of Energy,
US National Park Service,
US Soccer,
US Tennis Association,
Verizon,
Wrike,
Yale University,
and many others.

Graffius has played a key role in the Project Management Institute (PMI) in developing professional standards. He was a member of multiple teams that authored, reviewed, and produced:

Practice Standard for Work Breakdown Structures—Second Edition.
A Guide to the Project Management Body of Knowledge—Sixth Edition.
The Standard for Program Management—Fourth Edition.
The Practice Standard for Project Estimating—Second Edition.

Additional details are here.

He was also a subject matter expert reviewer of content for the PMI’s Congress. Beyond the PMI, Graffius also served as a member of the review team for two of the Scrum Alliance’s Global Scrum Gatherings.

Acclaimed Authority on Teamwork Tradecraft

scott-m-graffius-phases-of-team-development-2025-edition

Graffius is a renowned authority on teamwork tradecraft. Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his 'Phases of Team Development' as a unique perspective and visual conveying the five phases of team development. First introduced in 2008 and periodically updated, his work provides a diagnostic and strategic guide for navigating team dynamics. It provides actionable insights for leaders across industries to develop high-performance teams. Its adoption by esteemed organizations such as Yale University, IEEE, Cisco, Microsoft, Ford, Oracle, Broadcom, the U.S. National Park Service, and the Journal of Neurosurgery, among others, highlights its utility and value, solidifying its status as an indispensable resource for elevating team performance and driving organizational excellence.

The 2025 edition of Graffius' "Phases of Team Development" intellectual property is here.

Expert on Temporal Dynamics on Social Media Platforms

scott-m-graffius-lifespan-halflife-of-social-media-posts-2025-edition

Graffius is also an authority on temporal dynamics on social media platforms. His 'Lifespan (Half-Life) of Social Media Posts' research—first published in 2018 and updated annually—delivers a precise quantitative analysis of post longevity across digital platforms, utilizing advanced statistical techniques to determine mean half-life with precision. It establishes a solid empirical base, effectively highlighting the ephemeral nature of content within social media ecosystems. Referenced and applied by leading entities such as the Center for Direct Marketing, Fast Company, GoDaddy, Pinterest Inc., and PNAS, among others, his research exemplifies methodological rigor and sustained significance in the field of digital informatics.

The 2025 edition of Graffius "Lifespan (Half-Life) of Social Media Posts" research is here.

Education and Professional Certifications

Graffius has a bachelor’s degree in psychology with a focus in Human Factors. He holds eight professional certifications:

Certified SAFe 6 Agilist (SA),
Certified Scrum Professional - ScrumMaster (CSP-SM),
Certified Scrum Professional - Product Owner (CSP-PO),
Certified ScrumMaster (CSM),
Certified Scrum Product Owner (CSPO),
Project Management Professional (PMP),
Lean Six Sigma Green Belt (LSSGB), and
IT Service Management Foundation (ITIL).

He is an active member of the Scrum Alliance, the Project Management Institute (PMI), and the Institute of Electrical and Electronics Engineers (IEEE).

Advancing AI, Agile, and Project/PMO Management

Scott M. Graffius continues to advance the fields of AI, Agile, and Project/PMO Management through his leadership, research, writing, and real-world impact. Businesses and other organizations leverage Graffius’ insights to drive their success.

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Follow and connect with Scott on social media:

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How to Cite This Article

Graffius, Scott M. (2025, October 8). Evergreen Echoes: How Pinterest Inc. and Pinterest Japan Spotlighted Scott M. Graffius’ Research on the Half-Life of Social Media Content. Available at: https://scottgraffius.com/blog/files/evergreen-echos-pinterest-inc-and-pinterest-japan-featured-scott-m-graffius.html.

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Digital Object Identifier (DOI)

DOI: (coming soon)

Content Acknowledgements

This article uses limited excerpts from Pinterest Inc., attributed to Pinterest and used under fair use for news reporting and analysis.

Names, marks, and content are the property of their respective owners.

Pinterest name, mark, and content are the property of Pinterest.

Graffius’ “Lifespan (Half-Life) of Social Media Posts” is copyright © Scott M. Graffius.

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Top 5 Hashtags

#Pinterest
#HalfLife
#SocialMedia
#DigitalMarketing
#PinterestResearch

Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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Copyright

Copyright © Scott M. Graffius. All rights reserved.

Content on this site—including text, images, videos, and data—may not be used for training or input into any artificial intelligence, machine learning, or automatized learning systems, or published, broadcast, rewritten, or redistributed without the express written permission of Scott M. Graffius.

Tags: Research on the Half-Life Lifespan of Posts on Pinterest • Pinterest • Social Media Research • Marketing • Advertising

Scott M. Graffius’ Team Development Work Lights Up the University of Tasmania’s Curriculum

07 October 2025

BY SCOTT M. GRAFFIUS | ScottGraffius.com

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Phases of Team Development Work Lights Up Curriculum

Scott M. Graffius’ influential work, Phases of Team Development, is featured in the University of Tasmania’s postgraduate CNA613: Project Management for Health Professionals course. This selection highlights the work’s practical value for building high-performing healthcare (among other) teams, reinforcing its centrality in training future leaders. Part of advanced practice programs, the course underscores evidence-based, ethical, and applied approaches to real-world projects. That positions Graffius’ work as indispensable for fostering effective and resilient teams. An excerpt follow.

university-of-tasmania-australia-features-scott-m-graffius---excerpts-lwres

university-of-tasmania-australia-features-scott-m-graffius---excerpts-lwres

Graffius’ Phases of Team Development is a unique perspective and visual conveying the five phases of team development—Forming, Storming, Norming, Performing, and Adjourning. It’s inclusive of a graph showing how team performance typically varies by phase, as well as the vivid characteristics and actionable strategies for each phase. Imagine a fledgling healthcare project team in the Forming stage, buzzing with polite uncertainty and role anxiety. Graffius advises leaders to step in boldly and paint the big picture and set crystal-clear expectations to spark early momentum. By the Storming phase, where tensions flare from clashing opinions, his tactics for normalizing conflict and building trust transform potential chaos into constructive dialogue. This isn’t abstract theory. It’s a proven roadmap that has empowered project managers, Scrum Masters, and other leaders to elevate morale, productivity, and success in high-stakes environments.

For postgraduate students in CNA613, exploring and implementing Graffius’ work is a gateway to real-world impact. In Tasmania’s fast-evolving healthcare ecosystem—where breakthroughs in telehealth, crisis management, and patient-centered care demand seamless collaboration—those who understand the dynamics of high-performing teams stand apart. By embedding Phases of Team Development into its curriculum, the University of Tasmania empowers future health leaders to translate knowledge into action and innovation.

About Scott M. Graffius

Scott M. Graffius is a technology leader who drives innovation in AI, Agile, and Project/Program/Portfolio/PMO Management, and he’s an authority on teamwork tradecraft, including “exotic team dynamics” involving human-AI teams. He’s a practitioner, consultant, researcher, thought leader, author (Agile Protocol, 2025; Agile Transformation, 2019; and Agile Scrum, 2016), and keynote speaker who’s taken the stage at 95 conferences and other events across 25 countries. Graffius has delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond. Businesses, professional associations, government agencies, and universities engage him and feature his work. Examples include ACM, Adobe, Bayer, Boston University, Harvard Medical School, IEEE, Johns Hopkins University, Lam Research, Microsoft, MSN, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, Technical University of Munich, UC San Diego, Verizon, Yale University, and many more. Explore https://www.scottgraffius.com to learn more.

About Graffius’ Phases of Team Development

Graffius is a widely recognized expert on teamwork tradecraft, including “exotic team dynamics” involving human-AI teams. Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Graffius’ first-hand experience analyzing and leading teams, Graffius created his Phases of Team Development as a unique perspective and visual conveying the five phases of team development. First introduced in 2008 and periodically updated, his work provides a diagnostic and strategic guide for navigating team dynamics. It offers actionable insights for leaders across industries to develop high-performance teams. Its adoption by esteemed organizations such as Yale University, IEEE, Cisco, Microsoft, Ford, Oracle, Broadcom, the U.S. National Park Service, and the Journal of Neurosurgery, among others, highlights its utility and value—solidifying its status as an indispensable resource for elevating team performance and driving organizational excellence. The 2025 edition of Graffius’ Phases of Team Development was published at https://www.scottgraffius.com/blog/files/phases-of-team-development-update-for-2025.html.

About the University of Tasmania

The University of Tasmania (UTAS) is a leading public research university based in Hobart, Tasmania, Australia. Established in 1890, it is one of the oldest universities in the country and a member of the Association of Commonwealth Universities. UTAS offers a broad range of undergraduate and postgraduate programs across disciplines including health, science, business, law, and the arts, and it maintains a strong focus on research and real-world impact. The institution is internationally recognized for excellence in areas such as marine and environmental science, health, and sustainability, consistently ranking among the top 300 universities worldwide. Visit https://www.utas.edu.au to learn more.

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About Scott M. Graffius

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Scott M. Graffius is a globally recognized technology leader who drives innovation in AI, Agile, and Project Management/PMO leadership.

He’s a practitioner, researcher, thought leader, award-winning author, and keynote speaker who’s taken the stage at 95 conferences and other events across 25 countries.

He’s delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond.

Businesses, professional associations, government agencies, and universities use Graffius and feature his work. Examples include Adobe, Bayer, Boston University, Ford, Gartner, Harvard Medical School, IEEE, Johns Hopkins University, Microsoft, MSN, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, UC San Diego, Verizon, Yale University, and others.

The following sections provide additional information on his experience, contributions, and influence.

Experience

Graffius heads the professional services firm Exceptional PPM and PMO Solutions, along with its subsidiary Exceptional Agility. These consultancies offer strategic and tactical advisory, training, embedded expertise, and consulting services to the public, private, and government sectors. They help organizations enhance their capabilities and results in agile, project management, program management, portfolio management, and PMO leadership, supporting innovation and driving competitive advantage. The consultancies confidently back services with a Delighted Client Guarantee™.

Graffius is a former VP of project management with a publicly traded provider of diverse consumer products and services over the Internet. Before that, he ran and supervised the delivery of projects and programs in public and private organizations with businesses ranging from e-commerce to advanced technology products and services, retail, manufacturing, entertainment, and more.

He has experience with consumer, business, reseller, government, and international markets.

Award-Winning Author

Graffius has authored three books.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions, his first book, earned 17 awards.
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change, his second book, was named one of the best Scrum books of all time by BookAuthority.
Agile Protocol: The Transformation Ultimatum, his third book and his first work of fiction, was released in April 2025. The book trailer is on YouTube.

International Public Speaker

Organizations worldwide engage Graffius to present on tech (including AI), Agile, project management, program management, portfolio management, and PMO leadership. He crafts and delivers unique and compelling talks and workshops. Graffius has conducted 95 sessions across 25 countries. Select examples of events include Agile Trends Gov, BSides (Newcastle Upon Tyne), Conf42 Quantum Computing, DevDays Europe, DevOps Institute, DevOpsDays (Geneva), Frug’Agile, IEEE, Microsoft, Scottish Summit, Scrum Alliance RSG (Nepal), Techstars, and W Love Games International Video Game Development Conference (Helsinki), and more.

With an average rating of 4.81 (on a scale of 1-5), sessions are highly valued.

The speaker engagement request form is here.

Thought Leadership and Influence

Prominent businesses, professional associations, government agencies, and universities have showcased Graffius and his contributions—spanning his books, talks, workshops, and beyond. Select examples include:

Adobe,
American Management Association,
Amsterdam Public Health Research Institute,
Bayer,
BMC Software,
Boston University,
Broadcom,
Cisco,
Coburg University of Applied Sciences and Arts - Germany,
Computer Weekly,
Constructor University - Germany,
Data Governance Success,
Deimos Aerospace,
DevOps Institute,
Dropbox,
EU's European Commission,
Ford Motor Company,
Gartner,
GoDaddy,
Harvard Medical School,
Hasso Plattner Institute - Germany,
IEEE,
Innovation Project Management,
Johns Hopkins University,
Journal of Neurosurgery,
Lam Research (Semiconductors),
Leadership Worthy,
Life Sciences Trainers and Educators Network,
London South Bank University,
Microsoft,
MSN,
NASSCOM,
National Academy of Sciences,
New Zealand Government,
Oracle,
Pinterest Inc.,
Project Management Institute,
Mary Raum (Professor of National Security Affairs, United States Naval War College),
SANS Institute,
SBG Neumark - Germany,
Singapore Institute of Technology,
Torrens University - Australia,
TBS Switzerland,
Tufts University,
UC San Diego,
UK Sports Institute,
University of Galway - Ireland,
US Department of Energy,
US National Park Service,
US Soccer,
US Tennis Association,
Verizon,
Wrike,
Yale University,
and many others.

Graffius has played a key role in the Project Management Institute (PMI) in developing professional standards. He was a member of multiple teams that authored, reviewed, and produced:

Practice Standard for Work Breakdown Structures—Second Edition.
A Guide to the Project Management Body of Knowledge—Sixth Edition.
The Standard for Program Management—Fourth Edition.
The Practice Standard for Project Estimating—Second Edition.

Additional details are here.

He was also a subject matter expert reviewer of content for the PMI’s Congress. Beyond the PMI, Graffius also served as a member of the review team for two of the Scrum Alliance’s Global Scrum Gatherings.

Acclaimed Authority on Teamwork Tradecraft

Graffius is a renowned authority on teamwork tradecraft. Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his 'Phases of Team Development' as a unique perspective and visual conveying the five phases of team development. First introduced in 2008 and periodically updated, his work provides a diagnostic and strategic guide for navigating team dynamics. It provides actionable insights for leaders across industries to develop high-performance teams. Its adoption by esteemed organizations such as Yale University, IEEE, Cisco, Microsoft, Ford, Oracle, Broadcom, the U.S. National Park Service, and the Journal of Neurosurgery, among others, highlights its utility and value, solidifying its status as an indispensable resource for elevating team performance and driving organizational excellence.

The 2025 edition of Graffius' "Phases of Team Development" intellectual property is here.

Expert on Temporal Dynamics on Social Media Platforms

Graffius is also an authority on temporal dynamics on social media platforms. His 'Lifespan (Half-Life) of Social Media Posts' research—first published in 2018 and updated annually—delivers a precise quantitative analysis of post longevity across digital platforms, utilizing advanced statistical techniques to determine mean half-life with precision. It establishes a solid empirical base, effectively highlighting the ephemeral nature of content within social media ecosystems. Referenced and applied by leading entities such as the Center for Direct Marketing, Fast Company, GoDaddy, Pinterest Inc., and PNAS, among others, his research exemplifies methodological rigor and sustained significance in the field of digital informatics.

The 2025 edition of Graffius "Lifespan (Half-Life) of Social Media Posts" research is here.

Education and Professional Certifications

Graffius has a bachelor’s degree in psychology with a focus in Human Factors. He holds eight professional certifications:

Certified SAFe 6 Agilist (SA),
Certified Scrum Professional - ScrumMaster (CSP-SM),
Certified Scrum Professional - Product Owner (CSP-PO),
Certified ScrumMaster (CSM),
Certified Scrum Product Owner (CSPO),
Project Management Professional (PMP),
Lean Six Sigma Green Belt (LSSGB), and
IT Service Management Foundation (ITIL).

He is an active member of the Scrum Alliance, the Project Management Institute (PMI), and the Institute of Electrical and Electronics Engineers (IEEE).

Advancing AI, Agile, and Project/PMO Management

Scott M. Graffius continues to advance the fields of AI, Agile, and Project/PMO Management through his leadership, research, writing, and real-world impact. Businesses and other organizations leverage Graffius’ insights to drive their success.

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Check out Scott’s books:

Follow and connect with Scott on social media:

Sign up for Miro—it's free!

(Want more features? You can always upgrade to a paid plan.)

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How to Cite This Article

Graffius, Scott M. (2025, October 7). Scott M. Graffius’ Team Development Work Lights Up the University of Tasmania’s Curriculum. Available at: https://scottgraffius.com/blog/files/university-of-tasmania-australia-features-scott-m-graffius.html.

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Digital Object Identifier (DOI)

DOI: (coming soon)

Content Acknowledgements

This article uses limited excerpts from the University of Tasmania, attributed and used under fair use for news reporting and analysis.

Names, marks, and content are the property of their respective owners.

University of Tasmania name, mark, and content are the property of the University of Tasmania, Australia.

Graffius’ “Phases of Team Development” is copyright © Scott M. Graffius. All rights reserved.

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Top 5 Hashtags

#HighPerformingTeams
#Leadership
#PhasesOfTeamDevelopment
#ProjectManagement
#UniversityOfTasmania

Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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Copyright

Copyright © Scott M. Graffius. All rights reserved.

Content on this site—including text, images, videos, and data—may not be used for training or input into any artificial intelligence, machine learning, or automatized learning systems, or published, broadcast, rewritten, or redistributed without the express written permission of Scott M. Graffius.

Tags: Forming – Storming – Norming – Performing – Adjourning • Leadership strategies • Team development • University of Tasmania Australia • Teamwork and collaboration

Taiwan’s Leading Outlet for Technology and Innovation Spotlights Graffius’ Research on Social Media Temporal Dynamics

18 September 2025

BY SCOTT M. GRAFFIUS | ScottGraffius.com

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Taiwan’s leading tech and business media, Business Next (數位時代 / BNext), featured Scott M. Graffius’ “Lifespan (Half-Life) of Social Media Posts” research, highlighting its insights into how content performs across platforms. Excerpts from the BNext article follow.

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Founded in 1999 and based in Taipei, BNext is one of Taiwan’s most influential media brands. Publishing in Traditional Chinese, it connects with entrepreneurs, executives, and professionals eager to track technology, innovation, and business trends. BNext operates across multiple channels:

Monthly print magazine (~80,000 circulation).
Online platform with over 3 million monthly page views.
Events and forums connecting startups, investors, and thought leaders.

BNext has built its reputation through early and insightful coverage of major global technology leaders and platforms, including Facebook and Alibaba Group co-founder Jack Ma, and continues to shape the conversation on digital transformation, innovation, and business strategy in Taiwan and beyond.

BNext’s article featured Graffius’ “Lifespan (Half-Life) of Social Media Posts” research, which draws on:

Over 5 million posts and 225 podcasts.
Eleven social platforms.
Robust, multi-source methodology ensuring representative, data-driven insights.

Marketers, businesses, and content creators leverage the insights from Graffius’ work to plan, optimize, and time content more effectively.

More About the Lifespan (Half-Life) of Social Media Posts Research

Graffius’ Lifespan (Half-Life) of Social Media Posts research is renowned for its rigor, scale, and real-world relevance. Analyzing 5 million posts across multiple platforms, it reveals how content rises and fades in audience engagement. Cited by media, academics, and industry professionals alike, the study informs social media strategies, helps optimize engagement, and clarifies audience behavior patterns. By quantifying the half-life of posts across networks, it provides actionable guidance for content timing, planning, and long-term marketing impact. Its broad applicability makes it an essential resource for navigating today’s fast-moving digital landscape.

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A visual from 2025 edition of Graffius’ research is above and the details are here.

More About Business Next

Business Next (數位時代 / BNext), founded in 1999 and headquartered in Taiwan, is a leading media outlet dedicated to technology, innovation, and business trends. Publishing in Traditional Chinese, it reaches a wide audience of entrepreneurs, executives, professionals, and forward-looking readers eager to understand how digital transformation and economic forces are reshaping industries. Recognized as an influential business media brand, BNext built its reputation through early, insightful coverage of global tech leaders and platforms such as Jack Ma and Facebook. The outlet operates across multiple channels, including a monthly print magazine with a circulation of approximately 80,000, an online platform attracting over 3 million page views per month, and influential events and forums that bring together startups, investors, and thought leaders. With a blend of credible reporting, sharp trend analysis, and active community building, BNext continues to shape the conversation on the future of technology and business in Taiwan and beyond.

Visit https://www.bnext.com.tw to learn more.

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Scott M. Graffius is a globally recognized technology leader who drives innovation in AI, Agile, and Project Management/PMO leadership.

He’s a practitioner, researcher, thought leader, award-winning author, and keynote speaker who’s taken the stage at 95 conferences and other events across 25 countries.

He’s delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond.

Businesses, professional associations, government agencies, and universities use Graffius and feature his work. Examples include Adobe, Bayer, Boston University, Ford, Gartner, Harvard Medical School, IEEE, Johns Hopkins University, Microsoft, MSN, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, UC San Diego, Verizon, Yale University, and others.

The following sections provide additional information on his experience, contributions, and influence.

Experience

Graffius heads the professional services firm Exceptional PPM and PMO Solutions, along with its subsidiary Exceptional Agility. These consultancies offer strategic and tactical advisory, training, embedded expertise, and consulting services to the public, private, and government sectors. They help organizations enhance their capabilities and results in agile, project management, program management, portfolio management, and PMO leadership, supporting innovation and driving competitive advantage. The consultancies confidently back services with a Delighted Client Guarantee™.

Graffius is a former VP of project management with a publicly traded provider of diverse consumer products and services over the Internet. Before that, he ran and supervised the delivery of projects and programs in public and private organizations with businesses ranging from e-commerce to advanced technology products and services, retail, manufacturing, entertainment, and more.

He has experience with consumer, business, reseller, government, and international markets.

Award-Winning Author

Graffius has authored three books.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions, his first book, earned 17 awards.
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change, his second book, was named one of the best Scrum books of all time by BookAuthority.
Agile Protocol: The Transformation Ultimatum, his third book and his first work of fiction, was released in April 2025. The book trailer is on YouTube.

International Public Speaker

Organizations worldwide engage Graffius to present on tech (including AI), Agile, project management, program management, portfolio management, and PMO leadership. He crafts and delivers unique and compelling talks and workshops. Graffius has conducted 95 sessions across 25 countries. Select examples of events include Agile Trends Gov, BSides (Newcastle Upon Tyne), Conf42 Quantum Computing, DevDays Europe, DevOps Institute, DevOpsDays (Geneva), Frug’Agile, IEEE, Microsoft, Scottish Summit, Scrum Alliance RSG (Nepal), Techstars, and W Love Games International Video Game Development Conference (Helsinki), and more.

With an average rating of 4.81 (on a scale of 1-5), sessions are highly valued.

The speaker engagement request form is here.

Thought Leadership and Influence

Prominent businesses, professional associations, government agencies, and universities have showcased Graffius and his contributions—spanning his books, talks, workshops, and beyond. Select examples include:

Adobe,
American Management Association,
Amsterdam Public Health Research Institute,
Bayer,
BMC Software,
Boston University,
Broadcom,
Cisco,
Coburg University of Applied Sciences and Arts - Germany,
Computer Weekly,
Constructor University - Germany,
Data Governance Success,
Deimos Aerospace,
DevOps Institute,
Dropbox,
EU's European Commission,
Ford Motor Company,
Gartner,
GoDaddy,
Harvard Medical School,
Hasso Plattner Institute - Germany,
IEEE,
Innovation Project Management,
Johns Hopkins University,
Journal of Neurosurgery,
Lam Research (Semiconductors),
Leadership Worthy,
Life Sciences Trainers and Educators Network,
London South Bank University,
Microsoft,
MSN,
NASSCOM,
National Academy of Sciences,
New Zealand Government,
Oracle,
Pinterest Inc.,
Project Management Institute,
Mary Raum (Professor of National Security Affairs, United States Naval War College),
SANS Institute,
SBG Neumark - Germany,
Singapore Institute of Technology,
Torrens University - Australia,
TBS Switzerland,
Tufts University,
UC San Diego,
UK Sports Institute,
University of Galway - Ireland,
US Department of Energy,
US National Park Service,
US Soccer,
US Tennis Association,
Verizon,
Wrike,
Yale University,
and many others.

Graffius has played a key role in the Project Management Institute (PMI) in developing professional standards. He was a member of multiple teams that authored, reviewed, and produced:

Practice Standard for Work Breakdown Structures—Second Edition.
A Guide to the Project Management Body of Knowledge—Sixth Edition.
The Standard for Program Management—Fourth Edition.
The Practice Standard for Project Estimating—Second Edition.

Additional details are here.

He was also a subject matter expert reviewer of content for the PMI’s Congress. Beyond the PMI, Graffius also served as a member of the review team for two of the Scrum Alliance’s Global Scrum Gatherings.

Acclaimed Authority on Teamwork Tradecraft

Graffius is a renowned authority on teamwork tradecraft. Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his 'Phases of Team Development' as a unique perspective and visual conveying the five phases of team development. First introduced in 2008 and periodically updated, his work provides a diagnostic and strategic guide for navigating team dynamics. It provides actionable insights for leaders across industries to develop high-performance teams. Its adoption by esteemed organizations such as Yale University, IEEE, Cisco, Microsoft, Ford, Oracle, Broadcom, the U.S. National Park Service, and the Journal of Neurosurgery, among others, highlights its utility and value, solidifying its status as an indispensable resource for elevating team performance and driving organizational excellence.

The 2025 edition of Graffius' "Phases of Team Development" intellectual property is here.

Expert on Temporal Dynamics on Social Media Platforms

Graffius is also an authority on temporal dynamics on social media platforms. His 'Lifespan (Half-Life) of Social Media Posts' research—first published in 2018 and updated annually—delivers a precise quantitative analysis of post longevity across digital platforms, utilizing advanced statistical techniques to determine mean half-life with precision. It establishes a solid empirical base, effectively highlighting the ephemeral nature of content within social media ecosystems. Referenced and applied by leading entities such as the Center for Direct Marketing, Fast Company, GoDaddy, Pinterest Inc., and PNAS, among others, his research exemplifies methodological rigor and sustained significance in the field of digital informatics.

The 2025 edition of Graffius "Lifespan (Half-Life) of Social Media Posts" research is here.

Education and Professional Certifications

Graffius has a bachelor’s degree in psychology with a focus in Human Factors. He holds eight professional certifications:

Certified SAFe 6 Agilist (SA),
Certified Scrum Professional - ScrumMaster (CSP-SM),
Certified Scrum Professional - Product Owner (CSP-PO),
Certified ScrumMaster (CSM),
Certified Scrum Product Owner (CSPO),
Project Management Professional (PMP),
Lean Six Sigma Green Belt (LSSGB), and
IT Service Management Foundation (ITIL).

He is an active member of the Scrum Alliance, the Project Management Institute (PMI), and the Institute of Electrical and Electronics Engineers (IEEE).

Advancing AI, Agile, and Project/PMO Management

Scott M. Graffius continues to advance the fields of AI, Agile, and Project/PMO Management through his leadership, research, writing, and real-world impact. Businesses and other organizations leverage Graffius’ insights to drive their success.

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Check out Scott’s books:

Follow and connect with Scott on social media:

Sign up for Miro—it's free!

(Want more features? You can always upgrade to a paid plan.)

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How to Cite This Article

Graffius, Scott M. (2025, September 18). Taiwan’s Leading Outlet for Technology and Innovation Spotlights Graffius’ Research on Social Media Temporal Dynamics. Available at: https://scottgraffius.com/blog/files/tech-and-innovation-outlet-spotlights-graffius-research-on-social-media-temporal-dynamics.html.

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Digital Object Identifier (DOI)

DOI: (coming soon)

Content Acknowledgements

Names, marks, and content are the property of their respective owners.

This article uses limited excerpts from the Business Next piece, attributed and used under fair use for news reporting and analysis.

Business Next name, mark, and content are the property of Business Next Media Corp.

Graffius’ “Lifespan (Half-Life) of Social Media Posts” is copyright © Scott M. Graffius. All rights reserved. Visit ScottGraffius.com.

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Top 5 Hashtags

#Marketing
#MarTech
#SocialMedia
#SocialMediaResearch
#TechTrends

Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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Copyright

Copyright © Scott M. Graffius. All rights reserved.

Content on this site—including text, images, videos, and data—may not be used for training or input into any artificial intelligence, machine learning, or automatized learning systems, or published, broadcast, rewritten, or redistributed without the express written permission of Scott M. Graffius.

Tags: Social Media Analytics • Content Performance • Digital Marketing • Tech Trends • Data-Driven Insights

Scott M. Graffius’ Insights on AI, Agile, Gaming, XR, and Defense Transformation Cited by MSN in Their Coverage of Innovation and Leadership in the Sector

12 September 2025

BY SCOTT M. GRAFFIUS | ScottGraffius.com

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Introduction

MSN featured Scott M. Graffius’ work in the article “Why True Innovation in Defense Demands Leaders Who Shoulder Risk and Unfreeze the Middle.” The piece spotlights Graffius’ analysis of the Meta-Anduril EagleEye project, a pioneering extended reality (XR) initiative blending gaming-inspired virtual reality (VR), artificial intelligence (AI), and Agile to revolutionize battlefield operations.

In his article, “Meta and Anduril’s EagleEye and the Future of XR: How Gaming, AI, and Agile Are Transforming Defense,” Graffius examines how Meta’s Reality Labs and Anduril’s Lattice platform collaborate to deliver XR headsets for the U.S. Army. These wearables project real-time tactical data—such as drone feeds—into soldiers’ fields of view, mimicking the immersive qualities of advanced gaming. Powered by Agile’s rapid prototyping and AI’s predictive analytics, EagleEye boosts military precision and offers potential for training, medical augmented reality (AR), and other applications.

MSN’s recognition of this work underscores Graffius’ role in illuminating the intersections of technology, Agile practices, and defense innovation.

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Context of the MSN Article

Authored by William Harrison, MSN’s article examines how courageous leadership and adaptable methodologies are essential to overcoming bureaucratic inertia in the defense sector. It highlights Agile practices as critical enablers of rapid iteration and responsiveness. These are key ingredients in the development of high-tech systems like XR platforms.

In this context, the EagleEye project shines as a powerful example of innovation in action. By integrating advanced optics, AI-driven data fusion, and rugged design, EagleEye embodies Graffius’ research on how gaming, AI, and Agile redefine military effectiveness. Notably, MSN cited scottgraffius.com in the article, further affirming the relevance and impact of Graffius’ thought leadership. Excerpts from the MSN article are shown below.

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The bibliography section of this article includes links to the MSN article and Graffius' article.

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Significance of the Recognition

This milestone reflects Scott M. Graffius’ standing as a thought leader at the intersection of technology and defense. MSN’s global platform amplifies his insights, reaching far beyond niche circles and validating the timeliness of his EagleEye analysis.

By distilling complex intersections—XR, AI, and Agile—into actionable insights, Graffius demonstrates how cross-industry collaboration can push boundaries in high-stakes environments. This recognition not only elevates his visibility but also opens doors for future opportunities, from industry partnerships to speaking engagements, where his expertise can inform the next wave of innovation.

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Conclusion

Readers can explore Graffius’ original article, “Meta and Anduril’s EagleEye and the Future of XR: How Gaming, AI, and Agile Are Transforming Defense” (a link is in the bibliography section of this article), for a deeper dive into the project’s innovations and implications.

Scott M. Graffius shares insights and strategies on advanced technology, AI, Agile project management, gaming, and teamwork tradecraft via talks and workshops. He’s spoken at 95 conferences and other events across 25 countries. Book him for your event by completing a speaker engagement request form or emailing him today.

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About MSN

MSN is a major web portal and online news aggregator owned by Microsoft. It offers a wide range of content, including news, weather, sports, finance, technology, entertainment, lifestyle, and more. It operates in dozens of countries and languages, providing localized versions of the portal worldwide. According to recent estimates, MSN receives over 1.4 billion visits per month worldwide, with tens of millions of users accessing it daily. That places it among the top online media destinations. Its audience spans a broad demographic. Because it aggregates content from many respected publishers and balances breadth (covering many topics) with platform reach, being featured in MSN brings visibility to a very large and diverse audience. Visit https://www.msn.com/ to learn more.

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Bibliography

This is the select bibliography. It lists the two publications referenced in this article.

Graffius, Scott M. (2025, June 2). Meta and Anduril’s EagleEye and the Future of XR: How Gaming, AI, and Agile Are Transforming Defense. Available at: https://scottgraffius.com/blog/files/meta-and-anduril-eagleeye-and-the-future-of-xr-how-gaming-ai-and-agile-are-transforming-defense.html.

Harrison, William (2025, June 5). Why True Innovation in Defense Demands Leaders Who Shoulder Risk and Unfreeze the Middle. MSN. Available at: https://www.msn.com/en-us/news/technology/why-true-innovation-in-defense-demands-leaders-who-shoulder-risk-and-unfreeze-the-middle/ar-AA1G8Rht.

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More

Continue reading for:

Additional Articles,
About Scott M. Graffius,
How to Cite This Article,
and more.

About Scott M. Graffius

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Scott M. Graffius is a globally recognized technology leader who drives innovation in AI, Agile, and Project Management/PMO leadership.

He’s a practitioner, researcher, thought leader, award-winning author, and keynote speaker who’s taken the stage at 95 conferences and other events across 25 countries.

He’s delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond.

Businesses, professional associations, government agencies, and universities use Graffius and feature his work. Examples include Adobe, Bayer, Boston University, Ford, Gartner, Harvard Medical School, IEEE, Johns Hopkins University, Microsoft, MSN, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, UC San Diego, Verizon, Yale University, and others.

The following sections provide additional information on his experience, contributions, and influence.

Experience

Graffius heads the professional services firm Exceptional PPM and PMO Solutions, along with its subsidiary Exceptional Agility. These consultancies offer strategic and tactical advisory, training, embedded expertise, and consulting services to the public, private, and government sectors. They help organizations enhance their capabilities and results in agile, project management, program management, portfolio management, and PMO leadership, supporting innovation and driving competitive advantage. The consultancies confidently back services with a Delighted Client Guarantee™.

Graffius is a former VP of project management with a publicly traded provider of diverse consumer products and services over the Internet. Before that, he ran and supervised the delivery of projects and programs in public and private organizations with businesses ranging from e-commerce to advanced technology products and services, retail, manufacturing, entertainment, and more.

He has experience with consumer, business, reseller, government, and international markets.

Award-Winning Author

Graffius has authored three books.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions, his first book, earned 17 awards.
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change, his second book, was named one of the best Scrum books of all time by BookAuthority.
Agile Protocol: The Transformation Ultimatum, his third book and his first work of fiction, was released in April 2025. The book trailer is on YouTube.

International Public Speaker

Organizations worldwide engage Graffius to present on tech (including AI), Agile, project management, program management, portfolio management, and PMO leadership. He crafts and delivers unique and compelling talks and workshops. Graffius has conducted 95 sessions across 25 countries. Select examples of events include Agile Trends Gov, BSides (Newcastle Upon Tyne), Conf42 Quantum Computing, DevDays Europe, DevOps Institute, DevOpsDays (Geneva), Frug’Agile, IEEE, Microsoft, Scottish Summit, Scrum Alliance RSG (Nepal), Techstars, and W Love Games International Video Game Development Conference (Helsinki), and more.

With an average rating of 4.81 (on a scale of 1-5), sessions are highly valued.

The speaker engagement request form is here.

Thought Leadership and Influence

Prominent businesses, professional associations, government agencies, and universities have showcased Graffius and his contributions—spanning his books, talks, workshops, and beyond. Select examples include:

Adobe,
American Management Association,
Amsterdam Public Health Research Institute,
Bayer,
BMC Software,
Boston University,
Broadcom,
Cisco,
Coburg University of Applied Sciences and Arts - Germany,
Computer Weekly,
Constructor University - Germany,
Data Governance Success,
Deimos Aerospace,
DevOps Institute,
Dropbox,
EU's European Commission,
Ford Motor Company,
Gartner,
GoDaddy,
Harvard Medical School,
Hasso Plattner Institute - Germany,
IEEE,
Innovation Project Management,
Johns Hopkins University,
Journal of Neurosurgery,
Lam Research (Semiconductors),
Leadership Worthy,
Life Sciences Trainers and Educators Network,
London South Bank University,
Microsoft,
MSN,
NASSCOM,
National Academy of Sciences,
New Zealand Government,
Oracle,
Pinterest Inc.,
Project Management Institute,
Mary Raum (Professor of National Security Affairs, United States Naval War College),
SANS Institute,
SBG Neumark - Germany,
Singapore Institute of Technology,
Torrens University - Australia,
TBS Switzerland,
Tufts University,
UC San Diego,
UK Sports Institute,
University of Galway - Ireland,
US Department of Energy,
US National Park Service,
US Soccer,
US Tennis Association,
Verizon,
Wrike,
Yale University,
and many others.

Graffius has played a key role in the Project Management Institute (PMI) in developing professional standards. He was a member of multiple teams that authored, reviewed, and produced:

Practice Standard for Work Breakdown Structures—Second Edition.
A Guide to the Project Management Body of Knowledge—Sixth Edition.
The Standard for Program Management—Fourth Edition.
The Practice Standard for Project Estimating—Second Edition.

Additional details are here.

He was also a subject matter expert reviewer of content for the PMI’s Congress. Beyond the PMI, Graffius also served as a member of the review team for two of the Scrum Alliance’s Global Scrum Gatherings.

Acclaimed Authority on Teamwork Tradecraft

Graffius is a renowned authority on teamwork tradecraft. Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his 'Phases of Team Development' as a unique perspective and visual conveying the five phases of team development. First introduced in 2008 and periodically updated, his work provides a diagnostic and strategic guide for navigating team dynamics. It provides actionable insights for leaders across industries to develop high-performance teams. Its adoption by esteemed organizations such as Yale University, IEEE, Cisco, Microsoft, Ford, Oracle, Broadcom, the U.S. National Park Service, and the Journal of Neurosurgery, among others, highlights its utility and value, solidifying its status as an indispensable resource for elevating team performance and driving organizational excellence.

The 2025 edition of Graffius' "Phases of Team Development" intellectual property is here.

Expert on Temporal Dynamics on Social Media Platforms

Graffius is also an authority on temporal dynamics on social media platforms. His 'Lifespan (Half-Life) of Social Media Posts' research—first published in 2018 and updated annually—delivers a precise quantitative analysis of post longevity across digital platforms, utilizing advanced statistical techniques to determine mean half-life with precision. It establishes a solid empirical base, effectively highlighting the ephemeral nature of content within social media ecosystems. Referenced and applied by leading entities such as the Center for Direct Marketing, Fast Company, GoDaddy, Pinterest Inc., and PNAS, among others, his research exemplifies methodological rigor and sustained significance in the field of digital informatics.

The 2025 edition of Graffius "Lifespan (Half-Life) of Social Media Posts" research is here.

Education and Professional Certifications

Graffius has a bachelor’s degree in psychology with a focus in Human Factors. He holds eight professional certifications:

Certified SAFe 6 Agilist (SA),
Certified Scrum Professional - ScrumMaster (CSP-SM),
Certified Scrum Professional - Product Owner (CSP-PO),
Certified ScrumMaster (CSM),
Certified Scrum Product Owner (CSPO),
Project Management Professional (PMP),
Lean Six Sigma Green Belt (LSSGB), and
IT Service Management Foundation (ITIL).

He is an active member of the Scrum Alliance, the Project Management Institute (PMI), and the Institute of Electrical and Electronics Engineers (IEEE).

Advancing AI, Agile, and Project/PMO Management

Scott M. Graffius continues to advance the fields of AI, Agile, and Project/PMO Management through his leadership, research, writing, and real-world impact. Businesses and other organizations leverage Graffius’ insights to drive their success.

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Check out Scott’s books:

Follow and connect with Scott on social media:

Sign up for Miro—it's free!

(Want more features? You can always upgrade to a paid plan.)

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How to Cite This Article

Graffius, Scott M. (2025, September 12). Scott M. Graffius’ Insights on AI, Agile, Gaming, XR, and Defense Transformation Cited by MSN in Their Coverage of Innovation and Leadership in the Sector. Available at: https://scottgraffius.com/blog/files/msn-cites-scott-m-graffius-insights-on-ai.html.

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Digital Object Identifier (DOI)

DOI: (coming soon)

Content Acknowledgements

This article refers to two publications:

MSN's "Why True Innovation in Defense Demands Leaders Who Shoulder Risk and Unfreeze the Middle" article is available at: https://www.msn.com/en-us/news/technology/why-true-innovation-in-defense-demands-leaders-who-shoulder-risk-and-unfreeze-the-middle/ar-AA1G8Rht.
Scott M. Graffius' "Meta and Anduril’s EagleEye and the Future of XR: How Gaming, AI, and Agile Are Transforming Defense" article is available at: https://www.scottgraffius.com/blog/files/meta-and-anduril-eagleeye-and-the-future-of-xr-how-gaming-ai-and-agile-are-transforming-defense.html.

Names, marks, and content are the property of their respective owners.

MSN name and logo are trademarks of Microsoft. Content on MSN is the property of Microsoft or its content providers.

This article uses limited excerpts from the MSN article, attributed and used under fair use for news reporting and analysis.

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Top 5 Hashtags

#Agile
#ArtificialIntelligence
#DefenseTech
#ExtendedReality
#ThoughtLeadership

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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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Copyright

Copyright © Scott M. Graffius. All rights reserved.

Content on this site—including text, images, videos, and data—may not be used for training or input into any artificial intelligence, machine learning, or automatized learning systems, or published, broadcast, rewritten, or redistributed without the express written permission of Scott M. Graffius.

Tags: EagleEye • Defense Technology • Artificial Intelligence • Extended Reality (XR) • Agile Project Management

Top Predictions of 2024, Tested in 2025

06 September 2025

BY SCOTT M. GRAFFIUS | ScottGraffius.com

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Introduction

How well can experts predict the future of technology in a rapidly innovating world? The IEEE Computer Society’s Technology Predictions Report 2024, released in February 2024, offered insights into emerging trends. Scott M. Graffius shared the report’s top five predictions on social media and, one year later, posted follow-up comments evaluating their accuracy. This article revisits and provides a deeper dive on those predictions—Generative AI Applications, Next-Generation AI, Advances in Cybersecurity, Managing Misinformation, and Remote Healthcare/Monitoring Sensors—to assess how they held up. This evaluation:

Features brief excerpts from the IEEE Computer Society’s top 5 tech forecasts made in 2024.
Incorporates content from Graffius’ follow-up posts on social media in 2025.
Provides an expanded evidence-based analysis, classifying each prediction as a "Hit," "Partial Hit," or "Miss."

This article evaluates the IEEE Computer Society report’s foresight and practical value for researchers, practitioners, and policymakers in a rigorous yet accessible way.

See the bibliography section of this article for sources.

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Prediction 1: Generative AI Applications

Excerpt from IEEE Computer Society’s Technology Predictions Report 2024:

"Generative AI use will increase with rapidly expanding efficiency and new applications and services both beneficial and detrimental. Ethical and societal issues will continue to rise. Expect strong short-term impacts on business, education and society."

Excerpt from Graffius’ 2025 Post with an Abridged Assessment of the Prediction:

"With 71%+ of organizations employing generative AI, use is widespread. But there are significant ethical and societal issues."

Expanded Assessment:

The IEEE’s prediction about generative AI was remarkably accurate. By 2025, generative AI has become deeply woven into daily professional and personal life. In business, organizations deploy generative AI for customer service, coding assistance, marketing content, and product design. In education, AI tools are utilized for tutoring, research support, and accessibility, while simultaneously sparking debates over plagiarism, learning outcomes, and the integrity of assessments.

Societally, generative AI is a double-edged sword: it drives productivity and creativity but also raises ethical concerns. Bias in outputs, the spread of misinformation through AI-generated text and media, and the challenge of “AI hallucinations” have become widely recognized issues. Regulatory efforts—such as the European Union’s AI Act—reflect the urgency of addressing these concerns.

In short, the IEEE foresaw both the opportunities and the challenges of generative AI.

This prediction earns a ‘Hit’ for its accuracy.

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Prediction 2: Next Generation AI

Excerpt from IEEE Computer Society’s Technology Predictions Report 2024:

"The evolving advancements and developments in the field of artificial intelligence that push the boundaries beyond current capabilities. It is the next generation of Artificial Intelligence (AI) that is expected to be more advanced and sophisticated than the current AI systems."

Excerpt from Graffius’ 2025 Post with an Abridged Assessment of the Prediction:

"Advancements such as more sophisticated LLMs and multimodal systems pushed beyond previous capabilities with broader adoption and impact."

Expanded Assessment:

The IEEE’s forecast of “next generation AI” anticipated that new models would surpass the systems available in 2024. In hindsight, that framing was well-judged. Over the past year, breakthroughs have centered on three areas:

Multi-modality: Models now handle text, images, audio, and video within unified frameworks, enabling richer interaction and broader application.
Agentic systems: AI is increasingly deployed as autonomous or semi-autonomous “agents” capable of reasoning, planning, and executing tasks across digital environments with minimal human intervention.
Efficiency and scaling: Advances in model compression, specialized hardware, and algorithmic design have improved performance while reducing energy demands and latency.

Although the field is still at an early stage, these trends clearly move AI “beyond current capabilities,” as the IEEE predicted. The term “next generation” fits: these are not incremental tweaks but foundational shifts in how AI is conceived and applied.

This prediction earns a ‘Hit’ for its accuracy.

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Prediction 3: Advances in Cybersecurity

Excerpt from IEEE Computer Society’s Technology Predictions Report 2024:

"Advances in Cybersecurity will enhance public confidence and will enable reliance on the cyber infrastructure for large scale applications including energy production and distribution."

Excerpt from Graffius’ 2025 Post with an Abridged Assessment of the Prediction:

"AI-driven threat detection has bolstered trust and supported critical applications. But rising ransomware and phishing attacks persist."

Expanded Assessment:

The prediction that cybersecurity would advance significantly—particularly in ways that bolster public confidence—has proven largely accurate. In 2025, three developments stand out:

AI-driven defenses: Security platforms increasingly integrate machine learning to detect anomalies, identify threats in real time, and automate responses. This has improved resilience against phishing, ransomware, and supply chain attacks.
Zero-trust architectures: Organizations have accelerated adoption of zero-trust principles, ensuring that no user or device is inherently trusted. This shift has been critical in protecting remote and hybrid workforces.
Critical infrastructure protection: Governments and private sector stakeholders have prioritized safeguarding energy grids, healthcare systems, and financial networks. Initiatives in North America, Europe, and Asia have strengthened baseline defenses for these vital systems.

Cybersecurity remains a dynamic challenge. Ransomware groups, state-sponsored attacks, and vulnerabilities in emerging technologies continue to pose serious risks. However, the IEEE was correct that the net effect of recent advancements has been to increase trust in cyber infrastructure, particularly for large-scale applications.

This prediction earns a ‘Hit’ for its accuracy.

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Prediction 4: Managing Misinformation

Excerpt from IEEE Computer Society’s Technology Predictions Report 2024:

"AI deepfakes (text, audio, visual) will become regular tools that will require careful management."

Excerpt from Graffius’ 2025 Post with an Abridged Assessment of the Prediction:

"AI-driven deepfakes and misinformation escalated, spreading across digital platforms and demanding robust countermeasures throughout."

Expanded Assessment:

The IEEE’s prediction was prescient. In 2024 and 2025, AI-generated misinformation—especially deepfakes—became a defining feature of political communication. During election cycles around the globe, fabricated audio of candidates, manipulated images, and synthetic videos circulated widely across social media. These were used not only for disinformation campaigns but also for satire, further blurring the line between parody and deception.

In response, platforms have taken steps to introduce AI-content labeling and watermarking mechanisms, but these measures remain inconsistent and easily circumvented. Governments have likewise begun exploring regulatory frameworks: for instance, the European Union and the United States both advanced proposals targeting transparency and accountability for synthetic media. Still, implementation lags behind the speed of innovation.

The prediction’s emphasis on “careful management” captures the current state well. Managing misinformation is less about eliminating deepfakes—an unlikely outcome—and more about mitigating their societal impact through education, detection tools, and policy interventions.

This prediction earns a ‘Hit’ for its accuracy.

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Prediction 5: Remote Healthcare/Monitoring Sensors

Excerpt from IEEE Computer Society’s Technology Predictions Report 2024:

"Remote Healthcare, monitoring sensors and system-level data integration will enable patients to obtain remote medical assistance, physicians to improve diagnosis and treatment, optimal utilization of individuals’ medical history, and efficient health care delivery protocols."

Excerpt from Graffius’ 2025 Post with an Abridged Assessment of the Prediction:

"Telehealth surged. Wearables advanced monitoring. Data integration improved diagnosis. Full medical history use, etc. still progressing."

Expanded Assessment:

The IEEE correctly anticipated the continued rise of remote healthcare and monitoring technologies. Since 2024, wearable devices—from smartwatches tracking vital signs to medical-grade biosensors—have seen broader adoption. Healthcare providers increasingly integrate these data streams into patient records, enabling more personalized and proactive care. Similarly, telemedicine platforms have matured, offering virtual consultations, chronic disease management, and remote monitoring that reduce the need for in-person visits.

However, progress has been uneven. Integration across healthcare systems remains fragmented, with interoperability challenges slowing widespread adoption. Privacy and security concerns also loom large, as sensitive health data transmitted across networks remains an attractive target for cyberattacks. Moreover, issues of equity and access persist: while urban and affluent populations benefit from connected health solutions, rural and underserved communities often face barriers such as limited internet connectivity, lack of insurance coverage, or prohibitive device costs.

Overall, the IEEE’s forecast captured the direction of change but overstated the universality of its impact. Remote healthcare has advanced, but the promise of widespread, efficient system-level integration is not yet fully realized.

This prediction earns a ‘Partial Hit’ for its accuracy.

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Conclusion

The IEEE Computer Society’s Technology Predictions Report 2024 demonstrated remarkable foresight. Across five key areas—Generative AI Applications, Next-Generation AI, Advances in Cybersecurity, Managing Misinformation, and Remote Healthcare/Monitoring Sensors—the predictions were largely validated by subsequent developments.

Generative AI and Next-Generation AI delivered rapid, transformative progress, reshaping business, education, and society as anticipated. Cybersecurity advancements bolstered trust in critical infrastructure despite ongoing threats. The rise of AI-generated misinformation underscored the need for careful management, as predicted. Remote healthcare and monitoring sensors progressed significantly, though challenges resulted in a partial hit.

These outcomes highlight the value of thoughtful technology forecasting. Predictions are not certainties but provide a framework for understanding trends, preparing organizations, and guiding policy and research. The IEEE report shows how informed projections can help society navigate opportunities and challenges, even as the pace of technological change remains uneven and complex.

In sum, revisiting these predictions a year later offers both affirmation and insight. The IEEE Computer Society’s 2024 report largely hit its mark, underscoring the need for continued vigilance and evaluation. As technology evolves, such analyses will remain critical for shaping innovation, informing policy, and ensuring equitable outcomes in an increasingly connected world.

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About the IEEE

The following is an excerpt from the IEEE (here).

IEEE is the world’s largest technical professional organization and is a public charity dedicated to advancing technology for the benefit of humanity. Through its highly cited publications, conferences, technology standards, and professional and educational activities, IEEE is the trusted voice on a wide variety of areas ranging from aerospace systems, computers and telecommunications to biomedical engineering, electric power and consumer electronics. Learn more at https://www.ieee.org.

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About the IEEE Computer Society

The following is an excerpt from the IEEE Computer Society (here).

Engaging computer engineers, scientists, academia, and industry professionals from all areas and levels of computing, the IEEE Computer Society (CS) serves as the world’s largest and most established professional organization of its type. IEEE CS sets the standard for the education and engagement that fuels continued global technological advancement. Through conferences, publications, and programs that inspire dialogue, debate, and collaboration, IEEE CS empowers, shapes, and guides the future of not only its 375,000+ community members, but the greater industry, enabling new opportunities to better serve our world. Visit https://computer.org for more information.

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Bibliography

Here's the select bibliography for this article. It features several of Graffius' articles, as they address related topics.

Bhattacharya, P., Mukherjee, A., Bhushan, B., Gupta, S. K., Gadekallu, T. R., & Zhu, Z. (2025, July 2). A Secured Remote Patient Monitoring Framework for IoMT Ecosystems. Scientific Reports, 15 (1): 22882. Available at: https://www.nature.com/articles/s41598-025-04774-y.

Brown, Sara (2025, June 2). Machine Learning and Generative AI: What Are They Good For in 2025? MIT Sloan Management Review. Available at: https://mitsloan.mit.edu/ideas-made-to-matter/machine-learning-and-generative-ai-what-are-they-good-for.

Defense Advanced Research Projects Agency (DARPA) (2024, September 27). Teaching AI What It Should and Shouldn’t Do. Available at: https://www.darpa.mil/news/2024/teaching-ai.

Dragos (2025). 2025 OT Cybersecurity Report: 8th Annual Year in Review. Dragos. Available at: https://www.dragos.com/ot-cybersecurity-year-in-review/.

Graffius, Scott M. (2024, September 26). How Algorithms Shape the User Experience on Social Media Platforms. Available at: https://scottgraffius.com/blog/files/algorithms-and-the-user-experience.html. DOI: 10.13140/RG.2.2.29149.01767.

Graffius, Scott M. (2025, June 2). Meta and Anduril’s EagleEye and the Future of XR: How Gaming, AI, and Agile Are Transforming Defense. Available at: https://scottgraffius.com/blog/files/meta-and-anduril-eagleeye-and-the-future-of-xr-how-gaming-ai-and-agile-are-transforming-defense.html.

Graffius, Scott M. (2025, July 18). Harness Sci-Fi and Speculative Design While Embracing Imperfection to Drive Innovation and Proactively Predict and Prepare for the Future. Available at: https://scottgraffius.com/blog/files/harness-scifi-and-speculative-design-while-embracing-imperfection-to-drive-innovation-and-proactively-predict-and-prepare-for-the-future.html.

Graffius, Scott M. (2025, August 8). Exotic Team Dynamics: The New Frontier of Human–AI Collaboration. Available at: https://scottgraffius.com/blog/files/exotic-team-dynamics.html.

Graffius, Scott M. (2025, August 18). AI Institute of Switzerland Features Scott M. Graffius’ Work on Algorithms. Available at: https://scottgraffius.com/blog/files/ai-institute-features-work-of-scott-m-graffius.html.

Graffius, Scott M. (2025, August 22). Scott M. Graffius Premieres His New "Exotic Team Dynamics: Human-AI Collaboration" Talk at Corporate Event in Las Vegas. Available at: https://scottgraffius.com/blog/files/scott-m-graffius-premieres-talk-on-human-and-ai-exotic-team-dynamics.html.

Graffius, Scott M. [@scottgraffius]. (2024, February 15). 🔮 Top 5 Technology Predictions for 2024 🔮 #IEEE is the world's largest technical professional organization dedicated to advancing #technology for the benefit of humanity, and I'm proud to be a member. The IEEE's Computer Society released #predictions for 2024. First on the top five list is Generative AI Applications. Here's an excerpt from the report: “Generative AI use will increase with rapidly expanding efficiency and new applications and services both beneficial and detrimental. Ethical and societal issues will continue to rise. Expect strong short-term impacts on business, education, and society.” Other predictions from the top five list are highlighted in separate Tweets. [Post]. X. Available at: https://x.com/ScottGraffius/status/1758178136137826491.

Graffius, Scott M. [@scottgraffius]. (2024, February 15). 🔮 Top 5 Technology Predictions for 2024 🔮 #IEEE is the world's largest technical professional organization dedicated to advancing #technology for the benefit of humanity, and I'm proud to be a member. The IEEE's Computer Society released #predictions for 2024. Second on the top five list is Next Generation AI. Here's an excerpt from the report: “The evolving advancements and developments in the field of artificial intelligence that push the boundaries beyond current capabilities. It is the next generation of Artificial Intelligence (AI) that is expected to be more advanced and sophisticated than the current AI systems.” Other predictions from the top five list are highlighted in separate Tweets. [Post]. X. Available at: https://x.com/ScottGraffius/status/1758205743969550376.

Graffius, Scott M. [@scottgraffius]. (2024, February 15). 🔮 Top 5 Technology Predictions for 2024 🔮 IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity, and I'm proud to be a member. The IEEE's Computer Society released predictions for 2024. Third on the top five list is Advances in Cybersecurity. Here's an excerpt from the report: “Advances in Cybersecurity will enhance public confidence and will enable reliance on the cyber infrastructure for large scale applications including energy production and distribution.” Other predictions from the top five list are highlighted in separate Tweets. [Post]. X. Available at: https://x.com/ScottGraffius/status/1758218228399325458.

Graffius, Scott M. [@scottgraffius]. (2024, February 15). 🔮 Top 5 Technology Predictions for 2024 🔮 #IEEE is the world's largest technical professional organization dedicated to advancing #technology for the benefit of humanity, and I'm proud to be a member. The IEEE's Computer Society released #predictions for 2024. Fourth on the top five list is Managing Misinformation. Here's an excerpt from the report: “AI deepfakes (text, audio, and visual) will become a regular electioneering tool that will require careful management.” Other predictions from the top five list are highlighted in separate Tweets. [Post]. X. Available at: https://x.com/ScottGraffius/status/1758225882278416535.

Graffius, Scott M. [@scottgraffius]. (2024, February 15). 🔮 Top 5 Technology Predictions for 2024 🔮 #IEEE is the world's largest technical professional organization dedicated to advancing #technology for the benefit of humanity, and I'm proud to be a member. The IEEE's Computer Society released #predictions for 2024. Fifth on the top five list is Remote Healthcare/Monitoring Sensors. Here's an excerpt from the report: “Remote healthcare, monitoring sensors, and system-level data integration will enable patients to obtain remote medical assistance, physicians to improve diagnosis and treatment, optimal utilization of individuals’ medical history, and efficient health care delivery protocols.” Other predictions from the top five list are highlighted in separate Tweets. [Post]. X. Available at: https://x.com/ScottGraffius/status/1758309611315294543.

Graffius, Scott M. [@scottgraffius]. (2025, August 2). Predictions Follow-up. #IEEE #ComputerSociety's top #predictions from a year ago included #RemoteHealthcare (see below)? 🎯 Hit or miss? Hit. Telehealth surged. Wearables advanced monitoring. Data integration improved diagnosis. Full medical history use, etc. still progressing. [Post]. X. Available at: https://x.com/ScottGraffius/status/1951824321334419750.

Graffius, Scott M. [@scottgraffius]. (2025, August 2). Predictions Follow-up. #IEEE #ComputerSociety's top #predictions from a year ago included #Misinformation (see below). 🎯 Hit or miss? Hit. AI-driven deepfakes and misinformation escalated, spreading across digital platforms and demanding robust countermeasures throughout. [Post]. X. Available at: https://x.com/ScottGraffius/status/1951864035630276964.

Graffius, Scott M. [@scottgraffius]. (2025, August 4). Predictions Follow-up. #IEEE #ComputerSociety's top #predictions from a year ago included Next Gen #AI (see below). 🎯 Hit or miss? Hit. Advancements such as more sophisticated LLMs and multimodal systems pushed beyond previous capabilities with broader adoption and impact. [Post]. X. Available at: https://x.com/ScottGraffius/status/1952427998839476336.

Graffius, Scott M. [@scottgraffius]. (2025, August 6). Predictions Follow-up. #IEEE #ComputerSociety's top #predictions from a year ago included #Cybersecurity (see below). 🎯 Hit or miss? Hit. AI-driven threat detection has bolstered trust and supported critical applications. But rising ransomware and phishing attacks persist. [Post]. X. Available at: https://x.com/ScottGraffius/status/1953132783980954002.

Graffius, Scott M. [@scottgraffius]. (2025, August 6). Predictions Follow-up. #IEEE #ComputerSociety's top #predictions from a year ago included #GenerativeAI (see below). 🎯 Hit or miss? Hit. With 71%+ of organizations employing generative AI, use is widespread. But there are significant ethical and societal issues. [Post]. X. Available at: https://x.com/ScottGraffius/status/1953203709602943194.

Hahn, M., Zeng, W., Kannen, N., Galt, R., Badola, K., Kim, B., & Wang, Z. (2025, May 1). Proactive Agents for Multi-Turn Text-to-Image Generation Under Uncertainty. In Proceedings of International Conference on Machine Learning (ICML) 2025. Google DeepMind. Available at: https://deepmind.google/research/publications/121578/.

IEEE Computer Society (2024, February 15). Technology Predictions Report 2024. IEEE Computer Society. IEEE Computer Society. Available at: https://ieeecs-media.computer.org/media/tech-news/tech-predictions-report-2024.pdf.

Khandabattu, H. (2025, July 8). The 2025 Hype Cycle for Artificial Intelligence Goes Beyond GenAI. Gartner. Available at: https://www.gartner.com/en/articles/hype-cycle-for-artificial-intelligence.

Le Poldevin, Olivia (2025, July 11). UN Report Urges Stronger Measures to Detect AI-Driven Deepfakes. Reuters. Available at: https://www.reuters.com/business/un-report-urges-stronger-measures-detect-ai-driven-deepfakes-2025-07-11/.

Lopez, C. T. (2025, June 18). DARPA Calls on Industry to Assist with Improving, Strengthening DOD Cybersecurity. U.S. Department of Defense. Available at: https://www.defense.gov/News/News-Stories/Article/Article/4220945/darpa-calls-on-industry-to-assist-with-improving-strengthening-dod-cybersecurity/.

Marr, B. (2024, December 16). 6 Game-Changing AI Breakthroughs That Defined 2024. Forbes. Available at: https://www.forbes.com/sites/bernardmarr/2024/12/16/6-game-changing-ai-breakthroughs-that-defined-2024/.

McKinsey & Company (2025). The Economic Potential of Generative AI: The Next Productivity Frontier. McKinsey & Company. Available at: https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier.

Morley, Colleen (2025, January 1). From Vital Signs to Virtual Care: The Evolution of Remote Patient Monitoring in Modern Healthcare. HealthTech. Available at: https://www.healthtechmagazines.com/from-vital-signs-to-virtual-care-the-evolution-of-remote-patient-monitoring-in-modern-healthcare/.

Organisation for Economic Co-operation and Development (OECD) (2025). The Effects of Generative AI on Productivity, Innovation, and Entrepreneurship. OECD. Available at: https://www.oecd.org/en/publications/the-effects-of-generative-ai-on-productivity-innovation-and-entrepreneurship_b21df222-en.html.

Patishman, Henry (2025, August 12). AI and Deepfake Laws of 2025. Regula Forensics. Available at: https://regulaforensics.com/blog/deepfake-regulations/.

Sandalow, Maya, & Harris, Julia (2025, January 9). Maximizing the Value of Remote Patient Monitoring. Bipartisan Policy Center. Available at: https://bipartisanpolicy.org/explainer/maximizing-the-value-of-remote-patient-monitoring/.

Stanford Human-Centered Artificial Intelligence (HAI) (2025). The 2025 AI Index Report. Stanford HAI. Available at: https://hai.stanford.edu/ai-index/2025-ai-index-report.

Sweeney, Erica (2025, July 23). Cedars-Sinai's AI Tool Delivered 24/7 Care to 42,000 Patients. Business Insider. Available at: https://www.businessinsider.com/cedars-sinai-la-healthcare-organization-ai-platform-patient-care-treatment-2025-7.

U.S. Department of Energy (2025). Cybersecurity Strategy. U.S. Department of Energy. Available at: https://www.energy.gov/topics/cybersecurity.

White, Monica J. (2025, August 31). AI Impersonation Scams are Sky-Rocketing in 2025, Security Experts Warn - Here's How to Stay Safe. TechRadar. Available at: https://www.techradar.com/computing/cyber-security/ai-impersonation-scams-are-sky-rocketing-in-2025-security-experts-warn-heres-how-to-stay-safe.

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About Scott M. Graffius

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Scott M. Graffius is a globally recognized technology leader who drives innovation in AI, Agile, and Project Management/PMO leadership.

He’s a practitioner, researcher, thought leader, award-winning author, and keynote speaker who’s taken the stage at 95 conferences and other events across 25 countries.

He’s delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond.

Businesses, professional associations, government agencies, and universities use Graffius and feature his work. Examples include Adobe, Bayer, Boston University, Ford, Gartner, Harvard Medical School, IEEE, Johns Hopkins University, Microsoft, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, UC San Diego, Verizon, Yale University, and others.

The following sections provide additional information on his experience, contributions, and influence.

Experience

Graffius heads the professional services firm Exceptional PPM and PMO Solutions, along with its subsidiary Exceptional Agility. These consultancies offer strategic and tactical advisory, training, embedded expertise, and consulting services to the public, private, and government sectors. They help organizations enhance their capabilities and results in agile, project management, program management, portfolio management, and PMO leadership, supporting innovation and driving competitive advantage. The consultancies confidently back services with a Delighted Client Guarantee™.

Graffius is a former VP of project management with a publicly traded provider of diverse consumer products and services over the Internet. Before that, he ran and supervised the delivery of projects and programs in public and private organizations with businesses ranging from e-commerce to advanced technology products and services, retail, manufacturing, entertainment, and more.

He has experience with consumer, business, reseller, government, and international markets.

Award-Winning Author

Graffius has authored three books.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions, his first book, earned 17 awards.
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change, his second book, was named one of the best Scrum books of all time by BookAuthority.
Agile Protocol: The Transformation Ultimatum, his third book and his first work of fiction, was released in April 2025. The book trailer is on YouTube.

International Public Speaker

Organizations worldwide engage Graffius to present on tech (including AI), Agile, project management, program management, portfolio management, and PMO leadership. He crafts and delivers unique and compelling talks and workshops. Graffius has conducted 95 sessions across 25 countries. Select examples of events include Agile Trends Gov, BSides (Newcastle Upon Tyne), Conf42 Quantum Computing, DevDays Europe, DevOps Institute, DevOpsDays (Geneva), Frug’Agile, IEEE, Microsoft, Scottish Summit, Scrum Alliance RSG (Nepal), Techstars, and W Love Games International Video Game Development Conference (Helsinki), and more.

With an average rating of 4.81 (on a scale of 1-5), sessions are highly valued.

The speaker engagement request form is here.

Thought Leadership and Influence

Prominent businesses, professional associations, government agencies, and universities have showcased Graffius and his contributions—spanning his books, talks, workshops, and beyond. Select examples include:

Adobe,
American Management Association,
Amsterdam Public Health Research Institute,
Bayer,
BMC Software,
Boston University,
Broadcom,
Cisco,
Coburg University of Applied Sciences and Arts - Germany,
Computer Weekly,
Constructor University - Germany,
Data Governance Success,
Deimos Aerospace,
DevOps Institute,
Dropbox,
EU's European Commission,
Ford Motor Company,
Gartner,
GoDaddy,
Harvard Medical School,
Hasso Plattner Institute - Germany,
IEEE,
Innovation Project Management,
Johns Hopkins University,
Journal of Neurosurgery,
Lam Research (Semiconductors),
Leadership Worthy,
Life Sciences Trainers and Educators Network,
London South Bank University,
Microsoft,
NASSCOM,
National Academy of Sciences,
New Zealand Government,
Oracle,
Pinterest Inc.,
Project Management Institute,
Mary Raum (Professor of National Security Affairs, United States Naval War College),
SANS Institute,
SBG Neumark - Germany,
Singapore Institute of Technology,
Torrens University - Australia,
TBS Switzerland,
Tufts University,
UC San Diego,
UK Sports Institute,
University of Galway - Ireland,
US Department of Energy,
US National Park Service,
US Soccer,
US Tennis Association,
Verizon,
Wrike,
Yale University,
and many others.

Graffius has played a key role in the Project Management Institute (PMI) in developing professional standards. He was a member of multiple teams that authored, reviewed, and produced:

Practice Standard for Work Breakdown Structures—Second Edition.
A Guide to the Project Management Body of Knowledge—Sixth Edition.
The Standard for Program Management—Fourth Edition.
The Practice Standard for Project Estimating—Second Edition.

Additional details are here.

He was also a subject matter expert reviewer of content for the PMI’s Congress. Beyond the PMI, Graffius also served as a member of the review team for two of the Scrum Alliance’s Global Scrum Gatherings.

Acclaimed Authority on Teamwork Tradecraft

Graffius is a renowned authority on teamwork tradecraft. Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his 'Phases of Team Development' as a unique perspective and visual conveying the five phases of team development. First introduced in 2008 and periodically updated, his work provides a diagnostic and strategic guide for navigating team dynamics. It provides actionable insights for leaders across industries to develop high-performance teams. Its adoption by esteemed organizations such as Yale University, IEEE, Cisco, Microsoft, Ford, Oracle, Broadcom, the U.S. National Park Service, and the Journal of Neurosurgery, among others, highlights its utility and value, solidifying its status as an indispensable resource for elevating team performance and driving organizational excellence.

The 2025 edition of Graffius' "Phases of Team Development" intellectual property is here.

Expert on Temporal Dynamics on Social Media Platforms

Graffius is also an authority on temporal dynamics on social media platforms. His 'Lifespan (Half-Life) of Social Media Posts' research—first published in 2018 and updated annually—delivers a precise quantitative analysis of post longevity across digital platforms, utilizing advanced statistical techniques to determine mean half-life with precision. It establishes a solid empirical base, effectively highlighting the ephemeral nature of content within social media ecosystems. Referenced and applied by leading entities such as the Center for Direct Marketing, Fast Company, GoDaddy, Pinterest Inc., and PNAS, among others, his research exemplifies methodological rigor and sustained significance in the field of digital informatics.

The 2025 edition of Graffius "Lifespan (Half-Life) of Social Media Posts" research is here.

Education and Professional Certifications

Graffius has a bachelor’s degree in psychology with a focus in Human Factors. He holds eight professional certifications:

Certified SAFe 6 Agilist (SA),
Certified Scrum Professional - ScrumMaster (CSP-SM),
Certified Scrum Professional - Product Owner (CSP-PO),
Certified ScrumMaster (CSM),
Certified Scrum Product Owner (CSPO),
Project Management Professional (PMP),
Lean Six Sigma Green Belt (LSSGB), and
IT Service Management Foundation (ITIL).

He is an active member of the Scrum Alliance, the Project Management Institute (PMI), and the Institute of Electrical and Electronics Engineers (IEEE).

Advancing AI, Agile, and Project/PMO Management

Scott M. Graffius continues to advance the fields of AI, Agile, and Project/PMO Management through his leadership, research, writing, and real-world impact. Businesses and other organizations leverage Graffius’ insights to drive their success.

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Check out Scott’s books:

Follow and connect with Scott on social media:

Sign up for Miro—it's free!

(Want more features? You can always upgrade to a paid plan.)

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How to Cite This Article

Graffius, Scott M. (2025, September 6). Top Predictions of 2024, Tested in 2025. Available at: https://scottgraffius.com/blog/files/top-predictions-of-2024-tested-in-2025.html.

Digital Object Identifier (DOI)

DOI: (coming soon)

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Content Acknowledgements

Names, marks, and content are the property of their respective owners.

IEEE and IEEE Computer Society names, marks, and content are the property of the IEEE.

This article uses limited excerpts from the IEEE, IEEE Computer Society, and IEEE Computer Society’s Technology Predictions Report 2024, attributed and used under fair use for news reporting and analysis.

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Top 5 Hashtags

#IEEE
#IEEEComputerSociety
#Technology
#Predictions
#TechnologyPredications

Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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Copyright

Copyright © Scott M. Graffius. All rights reserved.

Content on this site—including text, images, videos, and data—may not be used for training or input into any artificial intelligence, machine learning, or automatized learning systems, or published, broadcast, rewritten, or redistributed without the express written permission of Scott M. Graffius.

Tags: IEEE Computer Society • Putting the IEEE Computer Society’s Top 5 Technology Predictions of 2024 to the Test in 2025 • Top Predictions of 2024, Tested in 2025 • Technology Predictions Report 2024 • Generative AI, Next Generation AI, Cybersecurity, Misinformation, and Remote Healthcare including Monitoring Sensors

Government of Finland Agency Features Graffius' Phases of Team Development IP

04 September 2025

BY SCOTT M. GRAFFIUS | ScottGraffius.com

government-of-finland-agency-features-graffius-phases-of-team-development---lwres

Introduction with Background

Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Scott M. Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his ‘Phases of Team Development’ as a unique perspective and visual conveying the five phases of team development — Forming, Storming, Norming, Performing, and Adjourning — inclusive of a graph showing how performance varies by phase, as well as the characteristics and strategies for each phase.

Graffius' intellectual property (IP) is registered with the United States Copyright Office.

Graffius initially developed his 'Phases of Team Development' unique material in 2008, and he periodically refreshes it.

For reference, the visual for the current (2025) edition is below and the details are here.

stacks-image-de36253

Organizations around the world engage Graffius to deliver compelling talks and workshops. To date, he's presented sessions at 95 conferences and other events across 25 countries:

Armenia,
Australia,
Brazil,
Canada,
Czech Republic,
Finland,
France,
Germany,
Greece,
Hong Kong,
Hungary,
India, Ireland,
Lithuania,
Luxembourg,
Nepal,
Netherlands,
New Zealand,
Norway,
Romania,
Sweden,
Switzerland,
United Arab Emirates,
United Kingdom,
and the United States.

Graffius 'Phases of Team Development' IP is central and key to many of those sessions. His rate card and a listing of his engagements are at https://scottgraffius.com/resources/Exceptional-PPM-and-PMO-Solutions-Rate-Card-for-2024-2025-v24071607.pdf and https://scottgraffius.com/publicspeaker.html, respectively.

With authorization/license from Graffius, his 'Phases of Team Development' intellectual property is featured and used by businesses, professional associations, government agencies, universities, and others around the world. Examples include:

Adobe,
American Management Association,
Amsterdam Public Health Research Institute,
Bayer
Boston University,
Broadcom,
Cisco,
Deimos Aerospace,
DevOps Institute,
Erste Group Bank AG (Austria),
FINAT,
Ford Motor Company,
FSU College of Medicine,
Hasso Plattner Institute,
IEEE,
James Madison University,
Johns Hopkins University,
LeadingEng,
London South Bank University,
Manufacturers Alliance,
Microsoft,
New Zealand Government,
Oracle,
Mary Raum (Professor of National Security Affairs, United States Naval War College),
Royal Australasian College of Physicians,
TBS Switzerland,
Torrens University Australia,
Tufts University,
U.S. National Park Service,
U.S. Soccer,
U.S. Tennis Association,
UC San Diego,
UK Sports Institute,
University of Galway Ireland,
Victorian Institute of Technology (Australia),
Virginia Tech,
Warsaw University,
Western Sydney University,
World Resources Institute,
Yale University,
ZHAW Zurich University of Applied Sciences,
and many others.

A Government of Finland Agency was Added to the List!

Business Finland is the Finnish government organization dedicated to promoting innovation, trade, investment, and travel. Operating under the Ministry of Employment and the Economy, it plays a central role in strengthening Finland’s global competitiveness and fostering sustainable economic growth. The agency provides funding for research and development, supports startups and established enterprises, and connects Finnish companies with international markets. Business Finland is also known for initiatives such as Talent Boost, which helps attract and integrate international talent into Finland’s workforce. With offices in dozens of countries and an extensive global network, it serves as Finland’s official link to the international business community. Widely respected as a trusted government partner, Business Finland is recognized for advancing innovation and enabling collaboration between businesses, academia, and the public sector. Its scope, influence, and reputation make it one of the most important economic development agencies in Europe.

Business Finland featured Scott M. Graffius’ Phases of Team Development framework in their Talent Boost leadership program on August 6, 2025. A photo from the event is shown below.

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To learn more about Graffius' 'Phases of Team Development' work, visit here.

The Business Finland event is described in a LinkedIn post here.

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About Scott M. Graffius

scott_m_graffius_-_blue_-_1000x1000_-lwres

Scott M. Graffius is a globally recognized technology leader who drives innovation in AI, Agile, and Project Management/PMO leadership.

He’s a practitioner, researcher, thought leader, award-winning author, and keynote speaker who’s taken the stage at 95 conferences and other events across 25 countries.

He’s delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond.

Businesses, professional associations, government agencies, and universities use Graffius and feature his work. Examples include Adobe, Bayer, Boston University, Ford, Gartner, Harvard Medical School, IEEE, Johns Hopkins University, Microsoft, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, UC San Diego, Verizon, Yale University, and others.

The following sections provide additional information on his experience, contributions, and influence.

Experience

Graffius heads the professional services firm Exceptional PPM and PMO Solutions, along with its subsidiary Exceptional Agility. These consultancies offer strategic and tactical advisory, training, embedded expertise, and consulting services to the public, private, and government sectors. They help organizations enhance their capabilities and results in agile, project management, program management, portfolio management, and PMO leadership, supporting innovation and driving competitive advantage. The consultancies confidently back services with a Delighted Client Guarantee™.

Graffius is a former VP of project management with a publicly traded provider of diverse consumer products and services over the Internet. Before that, he ran and supervised the delivery of projects and programs in public and private organizations with businesses ranging from e-commerce to advanced technology products and services, retail, manufacturing, entertainment, and more.

He has experience with consumer, business, reseller, government, and international markets.

Award-Winning Author

Graffius has authored three books.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions, his first book, earned 17 awards.
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change, his second book, was named one of the best Scrum books of all time by BookAuthority.
Agile Protocol: The Transformation Ultimatum, his third book and his first work of fiction, was released in April 2025. The book trailer is on YouTube.

International Public Speaker

Organizations worldwide engage Graffius to present on tech (including AI), Agile, project management, program management, portfolio management, and PMO leadership. He crafts and delivers unique and compelling talks and workshops. Graffius has conducted 95 sessions across 25 countries. Select examples of events include Agile Trends Gov, BSides (Newcastle Upon Tyne), Conf42 Quantum Computing, DevDays Europe, DevOps Institute, DevOpsDays (Geneva), Frug’Agile, IEEE, Microsoft, Scottish Summit, Scrum Alliance RSG (Nepal), Techstars, and W Love Games International Video Game Development Conference (Helsinki), and more.

With an average rating of 4.81 (on a scale of 1-5), sessions are highly valued.

The speaker engagement request form is here.

Thought Leadership and Influence

Prominent businesses, professional associations, government agencies, and universities have showcased Graffius and his contributions—spanning his books, talks, workshops, and beyond. Select examples include:

Adobe,
American Management Association,
Amsterdam Public Health Research Institute,
Bayer,
BMC Software,
Boston University,
Broadcom,
Cisco,
Coburg University of Applied Sciences and Arts - Germany,
Computer Weekly,
Constructor University - Germany,
Data Governance Success,
Deimos Aerospace,
DevOps Institute,
Dropbox,
EU's European Commission,
Ford Motor Company,
Gartner,
GoDaddy,
Harvard Medical School,
Hasso Plattner Institute - Germany,
IEEE,
Innovation Project Management,
Johns Hopkins University,
Journal of Neurosurgery,
Lam Research (Semiconductors),
Leadership Worthy,
Life Sciences Trainers and Educators Network,
London South Bank University,
Microsoft,
NASSCOM,
National Academy of Sciences,
New Zealand Government,
Oracle,
Pinterest Inc.,
Project Management Institute,
Mary Raum (Professor of National Security Affairs, United States Naval War College),
SANS Institute,
SBG Neumark - Germany,
Singapore Institute of Technology,
Torrens University - Australia,
TBS Switzerland,
Tufts University,
UC San Diego,
UK Sports Institute,
University of Galway - Ireland,
US Department of Energy,
US National Park Service,
US Soccer,
US Tennis Association,
Verizon,
Wrike,
Yale University,
and many others.

Graffius has played a key role in the Project Management Institute (PMI) in developing professional standards. He was a member of multiple teams that authored, reviewed, and produced:

Practice Standard for Work Breakdown Structures—Second Edition.
A Guide to the Project Management Body of Knowledge—Sixth Edition.
The Standard for Program Management—Fourth Edition.
The Practice Standard for Project Estimating—Second Edition.

Additional details are here.

He was also a subject matter expert reviewer of content for the PMI’s Congress. Beyond the PMI, Graffius also served as a member of the review team for two of the Scrum Alliance’s Global Scrum Gatherings.

Acclaimed Authority on Teamwork Tradecraft

Graffius is a renowned authority on teamwork tradecraft. Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his 'Phases of Team Development' as a unique perspective and visual conveying the five phases of team development. First introduced in 2008 and periodically updated, his work provides a diagnostic and strategic guide for navigating team dynamics. It provides actionable insights for leaders across industries to develop high-performance teams. Its adoption by esteemed organizations such as Yale University, IEEE, Cisco, Microsoft, Ford, Oracle, Broadcom, the U.S. National Park Service, and the Journal of Neurosurgery, among others, highlights its utility and value, solidifying its status as an indispensable resource for elevating team performance and driving organizational excellence.

The 2025 edition of Graffius' "Phases of Team Development" intellectual property is here.

Expert on Temporal Dynamics on Social Media Platforms

Graffius is also an authority on temporal dynamics on social media platforms. His 'Lifespan (Half-Life) of Social Media Posts' research—first published in 2018 and updated annually—delivers a precise quantitative analysis of post longevity across digital platforms, utilizing advanced statistical techniques to determine mean half-life with precision. It establishes a solid empirical base, effectively highlighting the ephemeral nature of content within social media ecosystems. Referenced and applied by leading entities such as the Center for Direct Marketing, Fast Company, GoDaddy, Pinterest Inc., and PNAS, among others, his research exemplifies methodological rigor and sustained significance in the field of digital informatics.

The 2025 edition of Graffius "Lifespan (Half-Life) of Social Media Posts" research is here.

Education and Professional Certifications

Graffius has a bachelor’s degree in psychology with a focus in Human Factors. He holds eight professional certifications:

Certified SAFe 6 Agilist (SA),
Certified Scrum Professional - ScrumMaster (CSP-SM),
Certified Scrum Professional - Product Owner (CSP-PO),
Certified ScrumMaster (CSM),
Certified Scrum Product Owner (CSPO),
Project Management Professional (PMP),
Lean Six Sigma Green Belt (LSSGB), and
IT Service Management Foundation (ITIL).

He is an active member of the Scrum Alliance, the Project Management Institute (PMI), and the Institute of Electrical and Electronics Engineers (IEEE).

Advancing AI, Agile, and Project/PMO Management

Scott M. Graffius continues to advance the fields of AI, Agile, and Project/PMO Management through his leadership, research, writing, and real-world impact. Businesses and other organizations leverage Graffius’ insights to drive their success.

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Check out Scott’s books:

Follow and connect with Scott on social media:

Sign up for Miro—it's free!

(Want more features? You can always upgrade to a paid plan.)

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How to Cite This Article

Graffius, Scott M. (2025, September 4). Government of Finland Agency Features Graffius' Phases of Team Development IP. Available at: https://scottgraffius.com/blog/files/government-of-finland-agency-features-graffius-phases-of-team-development.html.

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scott_m_graffius_-_blog_spacer_-_v23111107_-_x---rev-24101207---doi----lwres

Digital Object Identifier (DOI)

DOI: (coming soon)

Content Acknowledgements

Names, marks, and content are the property of their respective owners.

Business Finland name, marks, and content are the property of Business Finland, the Finnish government organization for innovation, trade, investment, and travel.

Photo of Helsinki by Jussi Hellstén, courtesy of and used under terms of license from Visit Finland.

Photo of presentation at Business Finland event by Sari Havukainen, used with permission.

Graffius’ “Phases of Team Development” is copyright © Scott M. Graffius. All rights reserved.

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Top 5 Hashtags

#BusinessFinland
#Leadership
#TalentBoost
#TeamDevelopment
#Teamwork

Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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Copyright

Copyright © Scott M. Graffius. All rights reserved.

Content on this site—including text, images, videos, and data—may not be used for training or input into any artificial intelligence, machine learning, or automatized learning systems, or published, broadcast, rewritten, or redistributed without the express written permission of Scott M. Graffius.

Tags: Team Dynamics • Workforce Innovation • Phases of Team Development • Leadership Development • Business Finland Talent Boost

Scott M. Graffius Premieres His New "Exotic Team Dynamics: Human-AI Collaboration" Talk at Corporate Event in Las Vegas

22 August 2025

BY SCOTT M. GRAFFIUS | ScottGraffius.com

scott-m-graffius-premieres-talk-on-human-and-ai-exotic-team-dynamics---lwres

Introduction

Scott M. Graffius is a globally recognized technology leader who drives innovation in AI, Agile, and Project Management/PMO leadership. He’s a practitioner, researcher, thought leader, award-winning author, and keynote speaker who’s taken the stage at 94 conferences and other events across 25 countries.

This article provides an overview of his new talk, "Exotic Team Dynamics: Human-AI Collaboration."

Event: Session at a leadership retreat
Company: This is a private corporate event, the company name is not published
Session delegates: C-level executives, AI strategists, advanced technology leaders, human-AI integration researchers, innovation and transformation leaders, project leaders, futurists, and other attendees
Date: Friday, August 22, 2025
Time: 2:00-2:50 PM Pacific Time
Location: The Innovation Hub, The Venetian, Las Vegas

This will be Graffius’ 95th session.

Synopsis of "Exotic Team Dynamics: Human-AI Collaboration" Talk

What happens when your new or future teammate is an AI? "Exotic Team Dynamics: Human-AI Collaboration" examines the strange, often counterintuitive ways humans and artificial intelligences (sometimes called hybrid intelligences) work together. Drawing on concepts like inverse decision logic, superposition roles, entangled decision-making, and emergent protocols, the session reframes human-AI teamwork as a new class of exotic team dynamics. But this isn’t just theory: the talk zeroes in on what leaders and researchers can do now. Such as intentionally designing hybrid teams, creating rituals and norms that sustain trust, safeguarding ethics and human well-being, and scaling to multi-AI teams. Delegates will leave with a practical playbook for experimenting, guiding, and thriving in the new frontier of intelligent team collaboration, where AI amplifies rather than replaces human potential. The future of work isn't humans vs. AI. It's human-AI teams—achieving more together.

Three Key Learning Objectives—Each Insightful and Actionable

Design for Exotic Dynamics

Learning Objective: Session delegates will be able to identify and intentionally design for exotic team behaviors, such as inverse decision logic, superposition roles, entangled decision-making, and emergent protocols.

Actionable Insight: Use these analogies as diagnostic and design tools to experiment with new human-AI interaction patterns in real-world workflows.

Cultivate Human-AI Trust and Norms

Learning Objective: Session delegates will gain strategies to build trust, clarify roles, and establish ethical safeguards within human-AI teams—ensuring that collaboration enhances, rather than undermines, human judgment, creativity, and well-being.
Actionable Insight: Develop governance rituals, communication protocols, and ethical guardrails that reinforce shared purpose in hybrid teams.

Scalable and Sustainable Hybrid Team Modeling

Learning Objective: Session delegates will learn how to scale human-AI collaboration models—from a single AI teammate to multi-AI scenarios—while preserving adaptability and human-centric values.
Actionable Insight: Implement monitoring mechanisms for performance and well-being, ensuring that expanding AI presence supports, rather than displaces, human team dynamics.

Conclusion

Human–AI team collaboration—also known as hybrid intelligence, human–machine teaming, or joint cognitive systems—is here. If you want your teams to thrive in this new frontier, Scott M. Graffius delivers the insights and actionable strategies to get you there. Invite him to speak at your conference or other event. Complete a speaker engagement request form or email him today.

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Bibliography

Graffius' "Exotic Team Dynamics: Human-AI Collaboration" talk was informed by his first-hand work in AI and teamwork tradecraft—including exotic team dynamics—and multiple sources. Here's the select bibliography.

Alfateh, Maryam Ali Abu; Messaadia, Mourad; and Ali, Mazen (2023, September). Exploring the Dynamics of Team Formation in Human-Artificial Intelligence Collaboration. In 2023 International Conference on Decision Aid Sciences and Applications (DASA), pp. 384-388. DOI: 10.1109/DASA59624.2023.10286788.
Anduril Industries (2025, May 29). Anduril and Meta Team Up to Transform XR for the American Military. Available at: https://www.anduril.com/article/anduril-and-meta-team-up-to-transform-xr-for-the-american-military/.
Arizona State University. (2025, April 4). CHIMERAS: Rethinking Human-AI Teamwork in National Security Screening. Center for Accelerating Operational Efficiency. Available at: https://caoe.asu.edu/2025/04/04/chimeras-rethinking-human-ai-teamwork-in-national-security-screening/.
Berretta, S.; Tausch, A.; Ontrup, G.; Gilles, B.; Peifer, C.; Kluge, A. (2023, September). Defining human-AI teaming the human-centered way: a scoping review and network analysis. Frontiers in Artificial Intelligence, 6: 1250725. DOI: 10.3389/frai.2023.1250725.
Bostrom, Nick (2016). Superintelligence: Paths, Dangers, Strategies. Oxford University Press.
Bouman, A., Ginting, M. F., Alatur, N., Palieri, M., Fan, D. D., Touma, T., Pailevanian, T., Kim, S.-K., Otsu, K., Burdick, J., & Agha-Mohammadi, A. (2020, November 30). Autonomous Spot: Long-Range Autonomous Exploration of Extreme Environments with Legged Locomotion (arXiv:2010.09259). arXiv. Available at: https://doi.org/10.48550/arXiv.2010.09259.
Defense Advanced Research Projects Agency (DARPA) (2023, February 23). Episode 65: A Sprint to Tomorrow, Powered by Teamwork [Podcast]. Available at: https://www.darpa.mil/news-events/2023-02-23a.
Defense Advanced Research Projects Agency (DARPA) (2024, September 27). Teaching AI What It Should and Shouldn’t Do. Available at: https://www.darpa.mil/news/2024/teaching-ai.
Graffius, Scott M. (2021, October 5). Navigate the Phases of Team Development with Speed and Agility for Happier and More Productive Teams [Presentation]. Talk delivered at the Institute of Electrical and Electronics Engineers IEEE Day 2021 Conference. Digital Object Identifier (DOI): 10.13140/RG.2.2.20055.19365. DOI link: https://dx.doi.org/10.13140/RG.2.2.20055.19365.
Graffius, Scott M. (2023, May 1). AI is a Team Sport: A Confluence of Diverse Technical and Soft Skills are Crucial for Success. Available at: https://scottgraffius.com/blog/files/successful-ai-teams.html. DOI: 10.13140/RG.2.2.20321.79200.
Graffius, Scott M. (2023, October 9). Top 5 Roles on AI Teams. Available at: https://scottgraffius.com/blog/files/ai-team-roles.html. DOI: 10.13140/RG.2.2.34857.57449.

Graffius, Scott M. (2024, April 5). Cisco Features Scott M. Graffius' 'Phases of Team Development' Work' Available at: https://scottgraffius.com/blog/files/cisco-2024.html. DOI: 10.13140/RG.2.2.16689.60000.
Graffius, Scott M. (2024, May 3). Leverage Agile and AI to Innovate at the Speed of Light. Talk at private event in Dubai, UAE. DOI: 10.13140/RG.2.2.30790.48960.
Graffius, Scott M. (2025, January 24). When Agile, AI, and Strategic Thinking Converge. Available at: https://scottgraffius.com/blog/files/when-agile-ai-and-strategic-thinking-converge.html.
Graffius, Scott M. (2025, July 1). Exploring Team Dynamics, Adaptability, and Creative Problem-Solving Through Felix the Cat’s Metaphorical Toolkit. Available at: https://scottgraffius.com/blog/files/exploring-team-dynamics-adaptability-and-creative-problem-solving-through-a-metaphorical-toolkit.html.
Graffius, Scott M. (2025, January 7). Scott M. Graffius’ Phases of Team Development: 2025 Update. Available at: https://scottgraffius.com/blog/files/phases-of-team-development-update-for-2025.html. DOI: 10.13140/RG.2.2.33705.30564.
Graffius, Scott M. (2025, May 13). Scott M. Graffius Delivering $2.3 Billion in Value Through AI, Agile, and Project/PMO Leadership. Available at: https://scottgraffius.com/blog/files/scott-m-graffius-delivering-2-point-3-billion-dollars-in-impact-for-organizations.html.
Graffius, Scott M. (2025, July 18). Harness Sci-Fi and Speculative Design While Embracing Imperfection to Drive Innovation and Proactively Predict and Prepare for the Future. Available at: https://scottgraffius.com/blog/files/harness-scifi-and-speculative-design-while-embracing-imperfection-to-drive-innovation-and-proactively-predict-and-prepare-for-the-future.html.

Graffius, Scott M. (2025). Agile Protocol: The Transformation Ultimatum. Seattle, WA: Amazon Digital Services.
Graffius, Scott M. (2025, August 7). Method and System for Facilitating Hybrid Human–Artificial Intelligence Teams via a Protocolized Mediation Layer for Bi-Directional Translation, Interpretation, and Optimization of Natural Language, Paralinguistic, Prosodic, and Nonverbal Cues Across Text, Audio, and Video Modalities, Incorporating Real-Time Analysis of Auditory Tone, Pitch, Affect, Facial Expressions, Gaze, Posture, and Other Body Language Indicators, Generating AI-Compatible Representations for Human Inputs, Generating Human-Accessible Representations for AI Outputs, Conveying Context-Aware Information in Both Directions, Reducing Cognitive Friction, Enhancing Mutual Intelligibility, Supporting Decision-Making, and Maximizing Collective Task Performance. A novel integration of multimodal communication, cognitive alignment, and human-AI interaction. Los Angeles, California.
Graffius, Scott M. (2025, August 8). Exotic Team Dynamics: The New Frontier of Human–AI Collaboration. Available at: https://scottgraffius.com/blog/files/exotic-team-dynamics.html.
Jacobsen, Annie (2015). The Pentagon's Brain: An Uncensored History of DARPA, America's Top-Secret Military Research Agency. Little, Brown and Company.
James, G., Witten, D., Hastie, T., & Tibshirani, R. (2021). An Introduction to Statistical Learning: With Applications in R (2nd ed.). Springer.
Joiner, B., & Josephs, S. (2007). Leadership Agility: Five Levels of Mastery for Anticipating and Initiating Change. Jossey-Bass.
Kerzner, Harold (2022). Innovation Project Management: Methods, Case Studies, and Tools for Managing Innovation Projects—Second Edition. Hoboken, New Jersey: Wiley.
Kurzweil, Ray (2024). The Singularity Is Nearer: When We Merge with AI. Random House.
Lieberman, Marvin (2021, February). Is Competitive Advantage Intellectually Sustainable? Strategic Management Review, 2 (1): 29-46.
Mollick, Ethan (2024). Co-Intelligence: Living and Working with AI. Portfolio.
Morsa, Luigi (2022, July 7). Agile. Creativity. Innovation. IIL. Available at: https://blog.iil.com/agile-creativity-innovation/.
O’Neill, L., Fraser, T., Cake, M., Fullarton, M., & Riley, S. (2024). Human-Autonomy Teaming: Evaluating Trust and Performance Through Dyadic Interaction Tasks. Current Opinion in Biomedical Engineering, 31: 100533. Available at: https://doi.org/10.1016/j.cobme.2024.100533.
Prasad, Baba (2025, May 5). Interpreters, Challengers and Stewards: The Role of Agile Leaders in an AI World. Brown University. Available at: https://professional.brown.edu/news/2025-05-05/agile-leadership-ai-world.
Russell, Stuart (2019). Human Compatible: Artificial Intelligence and the Problem of Control. Viking.
Schoemaker, Paul J. H. (1993, March). Multiple Scenario Development: Its Conceptual and Behavioral Foundation. Strategic Management Journal, 14 (3): 193-213.

Silva, Narciso (2025). The Ultimate Guide to Mastering AI for Leaders: Your Non-technical Playbook for Artificial Intelligence Strategy and Innovation. Independently published.
Steinberger, Tom, & Wiersema, Margarethe (2021). Data Models as Organizational Design: Coordinating Beyond Boundaries Using Artificial Intelligence. Strategic Management Review, 2 (1): 119-144.
Syrett, Michael, & Devine, Marion (2012). Managing Uncertainty: Strategies for Surviving and Thriving in Turbulent Times. Wiley.

Tegmark, Max (2018). Life 3.0: Being Human in the Age of Artificial Intelligence. Penguin.
Thrun, S., Burgard, W., & Fox, D. (2005). Probabilistic Robotics. The MIT Press.
Tuckman, B. W. (1965). Developmental Sequence in Small Groups. Psychological Bulletin, 63: 384-399.
Tuckman, B. W., & Jensen, M. A. C. (1977). Stages of Small-Group Development Revisited. Group and Organizational Studies, 2 (4): 419-427.
Walther, C. C. (2025, March 11). Why Hybrid Intelligence is the Future of human-AI Collaboration. Knowledge at Wharton. The Wharton School. Available at: https://knowledge.wharton.upenn.edu/article/why-hybrid-intelligence-is-the-future-of-human-ai-collaboration/.
Wijeratne, Y. (2020). The Salvage Crew. Aethon Books, LLC.
Woods, Geoff (2024). The AI-Driven Leader: Harnessing AI to Make Faster, Smarter Decisions. AI Thought Leadership.
Xu, W. (2025, August 7). Human-Centered Human-AI Interaction (HC-HAII): A Human-Centered AI Perspective (arXiv:2508.03969) [Preprint]. arXiv. Available at: https://doi.org/10.48550/arXiv.2508.03969.

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About Scott M. Graffius

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Scott M. Graffius is a globally recognized technology leader who drives innovation in AI, Agile, and Project Management/PMO leadership.

He’s a practitioner, researcher, thought leader, award-winning author, and keynote speaker who’s taken the stage at 95 conferences and other events across 25 countries.

He’s delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond.

Businesses, professional associations, government agencies, and universities use Graffius and feature his work. Examples include Adobe, Bayer, Boston University, Ford, Gartner, Harvard Medical School, IEEE, Johns Hopkins University, Microsoft, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, UC San Diego, Verizon, Yale University, and others.

The following sections provide additional information on his experience, contributions, and influence.

Experience

Graffius heads the professional services firm Exceptional PPM and PMO Solutions, along with its subsidiary Exceptional Agility. These consultancies offer strategic and tactical advisory, training, embedded expertise, and consulting services to the public, private, and government sectors. They help organizations enhance their capabilities and results in agile, project management, program management, portfolio management, and PMO leadership, supporting innovation and driving competitive advantage. The consultancies confidently back services with a Delighted Client Guarantee™.

Graffius is a former VP of project management with a publicly traded provider of diverse consumer products and services over the Internet. Before that, he ran and supervised the delivery of projects and programs in public and private organizations with businesses ranging from e-commerce to advanced technology products and services, retail, manufacturing, entertainment, and more.

He has experience with consumer, business, reseller, government, and international markets.

Award-Winning Author

Graffius has authored three books.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions, his first book, earned 17 awards.
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change, his second book, was named one of the best Scrum books of all time by BookAuthority.
Agile Protocol: The Transformation Ultimatum, his third book and his first work of fiction, was released in April 2025. The book trailer is on YouTube.

International Public Speaker

Organizations worldwide engage Graffius to present on tech (including AI), Agile, project management, program management, portfolio management, and PMO leadership. He crafts and delivers unique and compelling talks and workshops. Graffius has conducted 95 sessions across 25 countries. Select examples of events include Agile Trends Gov, BSides (Newcastle Upon Tyne), Conf42 Quantum Computing, DevDays Europe, DevOps Institute, DevOpsDays (Geneva), Frug’Agile, IEEE, Microsoft, Scottish Summit, Scrum Alliance RSG (Nepal), Techstars, and W Love Games International Video Game Development Conference (Helsinki), and more.

With an average rating of 4.81 (on a scale of 1-5), sessions are highly valued.

The speaker engagement request form is here.

Thought Leadership and Influence

Prominent businesses, professional associations, government agencies, and universities have showcased Graffius and his contributions—spanning his books, talks, workshops, and beyond. Select examples include:

Adobe,
American Management Association,
Amsterdam Public Health Research Institute,
Bayer,
BMC Software,
Boston University,
Broadcom,
Cisco,
Coburg University of Applied Sciences and Arts - Germany,
Computer Weekly,
Constructor University - Germany,
Data Governance Success,
Deimos Aerospace,
DevOps Institute,
Dropbox,
EU's European Commission,
Ford Motor Company,
Gartner,
GoDaddy,
Harvard Medical School,
Hasso Plattner Institute - Germany,
IEEE,
Innovation Project Management,
Johns Hopkins University,
Journal of Neurosurgery,
Lam Research (Semiconductors),
Leadership Worthy,
Life Sciences Trainers and Educators Network,
London South Bank University,
Microsoft,
NASSCOM,
National Academy of Sciences,
New Zealand Government,
Oracle,
Pinterest Inc.,
Project Management Institute,
Mary Raum (Professor of National Security Affairs, United States Naval War College),
SANS Institute,
SBG Neumark - Germany,
Singapore Institute of Technology,
Torrens University - Australia,
TBS Switzerland,
Tufts University,
UC San Diego,
UK Sports Institute,
University of Galway - Ireland,
US Department of Energy,
US National Park Service,
US Soccer,
US Tennis Association,
Verizon,
Wrike,
Yale University,
and many others.

Graffius has played a key role in the Project Management Institute (PMI) in developing professional standards. He was a member of multiple teams that authored, reviewed, and produced:

Practice Standard for Work Breakdown Structures—Second Edition.
A Guide to the Project Management Body of Knowledge—Sixth Edition.
The Standard for Program Management—Fourth Edition.
The Practice Standard for Project Estimating—Second Edition.

Additional details are here.

He was also a subject matter expert reviewer of content for the PMI’s Congress. Beyond the PMI, Graffius also served as a member of the review team for two of the Scrum Alliance’s Global Scrum Gatherings.

Acclaimed Authority on Teamwork Tradecraft

Graffius is a renowned authority on teamwork tradecraft. Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his 'Phases of Team Development' as a unique perspective and visual conveying the five phases of team development. First introduced in 2008 and periodically updated, his work provides a diagnostic and strategic guide for navigating team dynamics. It provides actionable insights for leaders across industries to develop high-performance teams. Its adoption by esteemed organizations such as Yale University, IEEE, Cisco, Microsoft, Ford, Oracle, Broadcom, the U.S. National Park Service, and the Journal of Neurosurgery, among others, highlights its utility and value, solidifying its status as an indispensable resource for elevating team performance and driving organizational excellence.

The 2025 edition of Graffius' "Phases of Team Development" intellectual property is here.

Expert on Temporal Dynamics on Social Media Platforms

Graffius is also an authority on temporal dynamics on social media platforms. His 'Lifespan (Half-Life) of Social Media Posts' research—first published in 2018 and updated annually—delivers a precise quantitative analysis of post longevity across digital platforms, utilizing advanced statistical techniques to determine mean half-life with precision. It establishes a solid empirical base, effectively highlighting the ephemeral nature of content within social media ecosystems. Referenced and applied by leading entities such as the Center for Direct Marketing, Fast Company, GoDaddy, Pinterest Inc., and PNAS, among others, his research exemplifies methodological rigor and sustained significance in the field of digital informatics.

The 2025 edition of Graffius "Lifespan (Half-Life) of Social Media Posts" research is here.

Education and Professional Certifications

Graffius has a bachelor’s degree in psychology with a focus in Human Factors. He holds eight professional certifications:

Certified SAFe 6 Agilist (SA),
Certified Scrum Professional - ScrumMaster (CSP-SM),
Certified Scrum Professional - Product Owner (CSP-PO),
Certified ScrumMaster (CSM),
Certified Scrum Product Owner (CSPO),
Project Management Professional (PMP),
Lean Six Sigma Green Belt (LSSGB), and
IT Service Management Foundation (ITIL).

He is an active member of the Scrum Alliance, the Project Management Institute (PMI), and the Institute of Electrical and Electronics Engineers (IEEE).

Advancing AI, Agile, and Project/PMO Management

Scott M. Graffius continues to advance the fields of AI, Agile, and Project/PMO Management through his leadership, research, writing, and real-world impact. Businesses and other organizations leverage Graffius’ insights to drive their success.

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Check out Scott’s books:

Follow and connect with Scott on social media:

Sign up for Miro—it's free!

(Want more features? You can always upgrade to a paid plan.)

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How to Cite This Article

Graffius, Scott M. (2025, August 22). Scott M. Graffius Premieres His New "Exotic Team Dynamics: Human-AI Collaboration" Talk at Corporate Event in Las Vegas. Available at: https://scottgraffius.com/blog/files/scott-m-graffius-premieres-talk-on-human-and-ai-exotic-team-dynamics.html.

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scott_m_graffius_-_blog_spacer_-_v23111107_-_x---rev-24101207---doi----lwres

Digital Object Identifier (DOI)

DOI: (coming soon)

Content Acknowledgements

All names, marks, and content are the property of their respective owners.

Top 5 Hashtags

#AI
#ExoticTeamDynamics
#FutureOfTeams
#HumanAICollaboration
#Innovation

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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

The https://bit.ly/exotic-team-dynamics link directs to the main page.

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Copyright

Copyright © Scott M. Graffius. All rights reserved.

Content on this site—including text, images, videos, and data—may not be used for training or input into any artificial intelligence, machine learning, or automatized learning systems, or published, broadcast, rewritten, or redistributed without the express written permission of Scott M. Graffius.

Tags: Exotic Team Dynamics • Team Collaboration and Innovation • Human-AI Teams • Scott M. Graffius • Future of Work and Intelligent Workflows

Environmental Science Journal References Scott M. Graffius’ Project Management Work

21 August 2025

BY SCOTT M. GRAFFIUS | ScottGraffius.com

ev-science-references-scott-m-graffius---v2-lwres

Introduction

Strategic objectives play a crucial role in guiding organizations towards achieving their vision and mission. They’re fulfilled by projects, endeavors undertaken to create a unique product, service, or result.

The art and science of project management (Agile or otherwise)—the application of knowledge, skills, tools, and techniques to projects—is indispensable for the management and completion of projects. Related tools can significantly contribute to successful outcomes.

In 2007, Scott M. Graffius developed a fresh take on RACI charts, a simple project management tool. His unique material provides audiences with practical information they can use to leverage RACI charts, helping them manage complexities and achieve success. Graffius periodically refreshes his work. In 2020, he published an updated version on ResearchGate, a European platform for researchers and scientists.

That RACI material was cited in the peer-reviewed academic journal Mires and Peat. Specifically, the paper "Stakeholder Mapping for Peatland Fire Management in Indonesia: The Case of Kayu Labu and Tumbang Nusa Villages" in the journal referenced Graffius’ 2020 publication:

Graffius, S.M. (2020). How the RACI Tool Can Help You: Use RACI to Establish Roles and Responsibilities – and Improve Outcomes – for Projects and Other Work. Los Angeles, California: Exceptional PPM and PMO Solutions. DOI: 10.13140/RG.2.2.14713.62561/4.

The following visual highlights excerpts from the Mires and Peat article.

ev-science-references-scott-m-graffius---excerpts-v2-lwres

About Peatlands and Mires and Peat

Peatlands are vital ecosystems that store massive amounts of carbon, support biodiversity, regulate water cycles, and play a crucial role in mitigating climate change. For those reasons, their study and protection is of global significance.

Mires and Peat is a credible journal in the field of environmental science. Key aspects of the publication include:

Peer-Reviewed: Submissions undergo critical evaluation by experts, ensuring scientific rigor.
Affiliations: Published jointly by the International Peatland Society (IPS) and the International Mire Conservation Group (IMCG).
Open Access: The journal is freely accessible, maximizing dissemination of research.
Editorial Board: Comprised of internationally acknowledged researchers.
Indexing: The journal is indexed by multiple services, including Thomson Reuters Web of Science, Elsevier Scopus, EBSCO Environment Complete, CABI Abstracts, and CSA ProQuest.

Significance

The citation of Graffius’ RACI work in Mires and Peat underscores the tool’s broad relevance and versatility. While RACI charts are widely applied in business, technology, and project management contexts, this reference demonstrates their utility on broad(er) challenges including global issues. It’s a testament to the cross-disciplinary impact of excellent project management tools.

Practical tools like RACI can help inform research, guide stakeholder collaboration, and drive solutions in diverse fields, from corporate initiatives to environmental conservation.

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Conclusion

This recognition joins a growing list of cross-sector references to Graffius’ project management work, reinforcing the applicability and real-world value of his contributions.

As another example, the EU's European Commission used Graffius' material on RACI in their training program. See https://scottgraffius.com/blog/files/eu-2024.html for details.

To learn more about the RACI tool, see: https://doi.org/10.13140/RG.2.2.14713.62561/4.

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Citation Information

Graffius’ paper on the RACI tool:

Graffius, Scott M. (2020). How the RACI Tool Can Help You: Use RACI to Establish Roles and Responsibilities—and Improve Outcomes—for Projects and Other Work. Los Angeles, California: Exceptional PPM and PMO Solutions. DOI: 10.13140/RG.2.2.14713.62561/4. Available at: https://doi.org/10.13140/RG.2.2.14713.62561/4.

Mires and Peat article:

Rochmayanto, Y., Sakuntaladewi, N., Iqbal, M., Winarno, B., Lestari, S., Qirom, M. A., Ardhana, M. A., Malau, L. R. E., Anjani, R., Yulni, T., Akbar, A., Mendham, D. S., van Kerkhoff, L., & Robins, L. (2024). Stakeholder Mapping for Peatland Fire Management in Indonesia: The Case of Kayu Labu and Tumbang Nusa Villages. Mires and Peat, 30: Article 09. DOI: 10.19189/MaP.2023.OMB.Sc.2441418. Available at: https://doi.org/10.19189/MaP.2023.OMB.Sc.2441418.

This article:

Graffius, Scott M. (2025, August 21). Environmental Science Journal References Scott M. Graffius’ Project Management Work. Available at: https://scottgraffius.com/blog/files/ev-science-references-scott-m-graffius.html.

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About Scott M. Graffius,
How to Cite This Article,
and more.

About Scott M. Graffius

scott_m_graffius_-_blue_-_1000x1000_-lwres

Scott M. Graffius is a globally recognized technology leader who drives innovation in AI, Agile, and Project Management/PMO leadership.

He’s a practitioner, researcher, thought leader, award-winning author, and keynote speaker who’s taken the stage at 94 conferences and other events across 25 countries.

He’s delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond.

Businesses, professional associations, government agencies, and universities use Graffius and feature his work. Examples include Adobe, Bayer, Boston University, Ford, Gartner, Harvard Medical School, IEEE, Johns Hopkins University, Microsoft, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, UC San Diego, Verizon, Yale University, and others.

The following sections provide additional information on his experience, contributions, and influence.

Experience

Graffius heads the professional services firm Exceptional PPM and PMO Solutions, along with its subsidiary Exceptional Agility. These consultancies offer strategic and tactical advisory, training, embedded expertise, and consulting services to the public, private, and government sectors. They help organizations enhance their capabilities and results in agile, project management, program management, portfolio management, and PMO leadership, supporting innovation and driving competitive advantage. The consultancies confidently back services with a Delighted Client Guarantee™.

Graffius is a former VP of project management with a publicly traded provider of diverse consumer products and services over the Internet. Before that, he ran and supervised the delivery of projects and programs in public and private organizations with businesses ranging from e-commerce to advanced technology products and services, retail, manufacturing, entertainment, and more.

He has experience with consumer, business, reseller, government, and international markets.

Award-Winning Author

Graffius has authored three books.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions, his first book, earned 17 awards.
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change, his second book, was named one of the best Scrum books of all time by BookAuthority.
Agile Protocol: The Transformation Ultimatum, his third book and his first work of fiction, was released in April 2025. The book trailer is on YouTube.

International Public Speaker

Organizations worldwide engage Graffius to present on tech (including AI), Agile, project management, program management, portfolio management, and PMO leadership. He crafts and delivers unique and compelling talks and workshops. To date, Graffius has conducted 94 sessions across 25 countries. Select examples of events include Agile Trends Gov, BSides (Newcastle Upon Tyne), Conf42 Quantum Computing, DevDays Europe, DevOps Institute, DevOpsDays (Geneva), Frug’Agile, IEEE, Microsoft, Scottish Summit, Scrum Alliance RSG (Nepal), Techstars, and W Love Games International Video Game Development Conference (Helsinki), and more.

With an average rating of 4.81 (on a scale of 1-5), sessions are highly valued.

The speaker engagement request form is here.

Thought Leadership and Influence

Prominent businesses, professional associations, government agencies, and universities have showcased Graffius and his contributions—spanning his books, talks, workshops, and beyond. Select examples include:

Adobe,
American Management Association,
Amsterdam Public Health Research Institute,
Bayer,
BMC Software,
Boston University,
Broadcom,
Cisco,
Coburg University of Applied Sciences and Arts - Germany,
Computer Weekly,
Constructor University - Germany,
Data Governance Success,
Deimos Aerospace,
DevOps Institute,
Dropbox,
EU's European Commission,
Ford Motor Company,
Gartner,
GoDaddy,
Harvard Medical School,
Hasso Plattner Institute - Germany,
IEEE,
Innovation Project Management,
Johns Hopkins University,
Journal of Neurosurgery,
Lam Research (Semiconductors),
Leadership Worthy,
Life Sciences Trainers and Educators Network,
London South Bank University,
Microsoft,
NASSCOM,
National Academy of Sciences,
New Zealand Government,
Oracle,
Pinterest Inc.,
Project Management Institute,
Mary Raum (Professor of National Security Affairs, United States Naval War College),
SANS Institute,
SBG Neumark - Germany,
Singapore Institute of Technology,
Torrens University - Australia,
TBS Switzerland,
Tufts University,
UC San Diego,
UK Sports Institute,
University of Galway - Ireland,
US Department of Energy,
US National Park Service,
US Soccer,
US Tennis Association,
Verizon,
Wrike,
Yale University,
and many others.

Graffius has played a key role in the Project Management Institute (PMI) in developing professional standards. He was a member of multiple teams that authored, reviewed, and produced:

Practice Standard for Work Breakdown Structures—Second Edition.
A Guide to the Project Management Body of Knowledge—Sixth Edition.
The Standard for Program Management—Fourth Edition.
The Practice Standard for Project Estimating—Second Edition.

Additional details are here.

He was also a subject matter expert reviewer of content for the PMI’s Congress. Beyond the PMI, Graffius also served as a member of the review team for two of the Scrum Alliance’s Global Scrum Gatherings.

Acclaimed Authority on Teamwork Tradecraft

Graffius is a renowned authority on teamwork tradecraft. Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his 'Phases of Team Development' as a unique perspective and visual conveying the five phases of team development. First introduced in 2008 and periodically updated, his work provides a diagnostic and strategic guide for navigating team dynamics. It provides actionable insights for leaders across industries to develop high-performance teams. Its adoption by esteemed organizations such as Yale University, IEEE, Cisco, Microsoft, Ford, Oracle, Broadcom, the U.S. National Park Service, and the Journal of Neurosurgery, among others, highlights its utility and value, solidifying its status as an indispensable resource for elevating team performance and driving organizational excellence.

The 2025 edition of Graffius' "Phases of Team Development" intellectual property is here.

Expert on Temporal Dynamics on Social Media Platforms

Graffius is also an authority on temporal dynamics on social media platforms. His 'Lifespan (Half-Life) of Social Media Posts' research—first published in 2018 and updated annually—delivers a precise quantitative analysis of post longevity across digital platforms, utilizing advanced statistical techniques to determine mean half-life with precision. It establishes a solid empirical base, effectively highlighting the ephemeral nature of content within social media ecosystems. Referenced and applied by leading entities such as the Center for Direct Marketing, Fast Company, GoDaddy, Pinterest Inc., and PNAS, among others, his research exemplifies methodological rigor and sustained significance in the field of digital informatics.

The 2025 edition of Graffius "Lifespan (Half-Life) of Social Media Posts" research is here.

Education and Professional Certifications

Graffius has a bachelor’s degree in psychology with a focus in Human Factors. He holds eight professional certifications:

Certified SAFe 6 Agilist (SA),
Certified Scrum Professional - ScrumMaster (CSP-SM),
Certified Scrum Professional - Product Owner (CSP-PO),
Certified ScrumMaster (CSM),
Certified Scrum Product Owner (CSPO),
Project Management Professional (PMP),
Lean Six Sigma Green Belt (LSSGB), and
IT Service Management Foundation (ITIL).

He is an active member of the Scrum Alliance, the Project Management Institute (PMI), and the Institute of Electrical and Electronics Engineers (IEEE).

Advancing AI, Agile, and Project/PMO Management

Scott M. Graffius continues to advance the fields of AI, Agile, and Project/PMO Management through his leadership, research, writing, and real-world impact. Businesses and other organizations leverage Graffius’ insights to drive their success.

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Check out Scott’s books:

Follow and connect with Scott on social media:

Sign up for Miro—it's free!

(Want more features? You can always upgrade to a paid plan.)

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scott_m_graffius_-_blog_spacer_-_v23111107_-_cite

How to Cite This Article

Graffius, Scott M. (2025, August 21). Environmental Science Journal References Scott M. Graffius’ Project Management Work. Available at: https://scottgraffius.com/blog/files/ev-science-references-scott-m-graffius.html.

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scott_m_graffius_-_blog_spacer_-_v23111107_-_x---rev-24101207---doi----lwres

Digital Object Identifier (DOI)

DOI: (coming soon)

Content Acknowledgements

All names, marks, and content are the property of their respective owners.

Mires and Peat article—"Stakeholder Mapping for Peatland Fire Management in Indonesia: The Case of Kayu Labu and Tumbang Nusa Villages”—was written by: Yanto Rochmayanto, Niken Sakuntaladewi, Mohamad Iqbal, Bondan Winarno, Sri Lestari, M. Abdul Qirom, M. Adnan Ardhana, Leo R.E. Malau, Raissa Anjani, Tri Yulni, Acep Akbar, Daniel S. Mendham, Lorrae van Kerkhoff, and Lisa Robins.

Mires and Peat name and mark are the property of the publishers, International Mire Conservation Group and International Peatland Society. Mires and Peat content are the property of the publishers and respective authors.

This article uses limited excerpts from the Mires and Peat article, attributed and used under fair use for news reporting and analysis.

"How the RACI Tool Can Help You: Use RACI to Establish Roles and Responsibilities—and Improve Outcomes—for Projects and Other Work" is copyright © Scott M. Graffius. All rights reserved.

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scott_m_graffius_-_blog_spacer_-_v23111107_-_x---rev-25062907---hashtags---lwres

Top 5 Hashtags

#EnvironmentalScience
#Leadership
#ProjectManagement
#RACI
#Sustainability

Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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scott_m_graffius_-_blog_spacer_-_v23111107_-_x---rev-24101207---copyright---lwres-2

Copyright

Copyright © Scott M. Graffius. All rights reserved.

Content on this site—including text, images, videos, and data—may not be used for training or input into any artificial intelligence, machine learning, or automatized learning systems, or published, broadcast, rewritten, or redistributed without the express written permission of Scott M. Graffius.

Tags: Environmental Science • Leadership • Sustainability • Project Management • RACI Matrix – Responsible, Accountable, Consulted, Informed

AI Institute of Switzerland Features Scott M. Graffius’ Work on Algorithms

18 August 2025

BY SCOTT M. GRAFFIUS | ScottGraffius.com

ai-institute-features-work-of-scott-m-graffius v2 lwres

The AI Institute of Switzerland has featured research by Scott M. Graffius—How Algorithms Shape the User Experience on Social Media Platforms—within its curated section of research papers and articles. This recognition highlights the growing importance of Graffius’ work in the fields of artificial intelligence, human–AI interaction, and social media.

Why This Matters

The AI Institute of Switzerland ("the Institute"), part of the Swiss Information and Management Institute, is the country’s first institute exclusively dedicated to artificial intelligence. Its mission is to advance AI knowledge through applied research, training, and innovation. It serves as a bridge between academic rigor and industry-relevant practice. By including Graffius’ work among its references, the Institute underscores both its relevance and value in shaping conversations about AI and social media platforms.

The Significance of the Research

Social media has revolutionized communication, culture, and commerce. And behind the user experience lies the pervasive influence of AI-powered algorithms. Graffius’ research investigates these systems, examining how personalization and recommendation engines shape what users see and how they interact.

The findings reveal that while algorithms drive engagement and growth for platforms, they also pose complex challenges around user autonomy, wellness, and information integrity. Unpacking these dynamics contributes to a deeper understanding of one of the defining issues of the digital age: how to balance innovation with ethical responsibility.

Broader Impact

The inclusion of Graffius’ research by the Institute signals recognition of its global relevance—particularly in the areas of AI ethics, transparency, and human-centric system design. As the Institute trains the next generation of AI leaders, it curates resources that demonstrate what AI can achieve along with reflection on how it should be applied responsibly.

Conclusion

The Institute’s feature of Graffius’ research underscores the vital role of interdisciplinary scholarship in guiding the future of technology and society. His work continues to inform debates on AI ethics, governance, and the human impact of algorithmic decision-making.

Select excerpts from the Institute's publication are shown below.

ai-institute-features-work-of-scott-m-graffius---excerpts---lwres

ai-institute-features-work-of-scott-m-graffius---excerpts---lwres

Graffius' "How Algorithms Shape the User Experience on Social Media Platforms" paper is on ResearchGate here. The AI Institute of Switzerland's publication is here.

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Citation Information

Graffius' publication on ResearchGate:

Graffius, Scott M. (2024, September 26). How Algorithms Shape the User Experience on Social Media Platforms. ResearchGate. DOI: 10.13140/RG.2.2.29149.01767. Available at: https://doi.org/10.13140/RG.2.2.29149.01767.

AI Institute of Switzerland's publication:

AI Institute of Switzerland (n.d.). Portfolio Item: Social Media Marketing Algorithms. Available at: https://aiinstitute.ch/portfolio-item/smm-algorithms/.

This article:

Graffius, Scott M. (2025, August 18). AI Institute of Switzerland Features Scott M. Graffius’ Work on Algorithms. Available at: https://scottgraffius.com/blog/files/ai-institute-features-work-of-scott-m-graffius.html.

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About Scott M. Graffius,
How to Cite This Article,
and more.

About Scott M. Graffius

scott_m_graffius_-_blue_-_1000x1000_-lwres

Scott M. Graffius is a globally recognized technology leader who drives innovation in AI, Agile, and Project Management/PMO leadership.

He’s a practitioner, researcher, thought leader, award-winning author, and keynote speaker who’s taken the stage at 94 conferences and other events across 25 countries.

He’s delivered over $2.3 billion in value for Fortune 500 companies and other leaders in technology, entertainment, financial services, healthcare, and beyond.

Businesses, professional associations, government agencies, and universities use Graffius and feature his work. Examples include Adobe, Bayer, Boston University, Ford, Gartner, Harvard Medical School, IEEE, Johns Hopkins University, Microsoft, National Academy of Sciences, Oracle, Pinterest Inc., Project Management Institute, UC San Diego, Verizon, Yale University, and others.

The following sections provide additional information on his experience, contributions, and influence.

Experience

Graffius heads the professional services firm Exceptional PPM and PMO Solutions, along with its subsidiary Exceptional Agility. These consultancies offer strategic and tactical advisory, training, embedded expertise, and consulting services to the public, private, and government sectors. They help organizations enhance their capabilities and results in agile, project management, program management, portfolio management, and PMO leadership, supporting innovation and driving competitive advantage. The consultancies confidently back services with a Delighted Client Guarantee™.

Graffius is a former VP of project management with a publicly traded provider of diverse consumer products and services over the Internet. Before that, he ran and supervised the delivery of projects and programs in public and private organizations with businesses ranging from e-commerce to advanced technology products and services, retail, manufacturing, entertainment, and more.

He has experience with consumer, business, reseller, government, and international markets.

Award-Winning Author

Graffius has authored three books.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions, his first book, earned 17 awards.
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change, his second book, was named one of the best Scrum books of all time by BookAuthority.
Agile Protocol: The Transformation Ultimatum, his third book and his first work of fiction, was released in April 2025. The book trailer is on YouTube.

International Public Speaker

Organizations worldwide engage Graffius to present on tech (including AI), Agile, project management, program management, portfolio management, and PMO leadership. He crafts and delivers unique and compelling talks and workshops. To date, Graffius has conducted 94 sessions across 25 countries. Select examples of events include Agile Trends Gov, BSides (Newcastle Upon Tyne), Conf42 Quantum Computing, DevDays Europe, DevOps Institute, DevOpsDays (Geneva), Frug’Agile, IEEE, Microsoft, Scottish Summit, Scrum Alliance RSG (Nepal), Techstars, and W Love Games International Video Game Development Conference (Helsinki), and more.

With an average rating of 4.81 (on a scale of 1-5), sessions are highly valued.

The speaker engagement request form is here.

Thought Leadership and Influence

Prominent businesses, professional associations, government agencies, and universities have showcased Graffius and his contributions—spanning his books, talks, workshops, and beyond. Select examples include:

Adobe,
American Management Association,
Amsterdam Public Health Research Institute,
Bayer,
BMC Software,
Boston University,
Broadcom,
Cisco,
Coburg University of Applied Sciences and Arts - Germany,
Computer Weekly,
Constructor University - Germany,
Data Governance Success,
Deimos Aerospace,
DevOps Institute,
Dropbox,
EU's European Commission,
Ford Motor Company,
Gartner,
GoDaddy,
Harvard Medical School,
Hasso Plattner Institute - Germany,
IEEE,
Innovation Project Management,
Johns Hopkins University,
Journal of Neurosurgery,
Lam Research (Semiconductors),
Leadership Worthy,
Life Sciences Trainers and Educators Network,
London South Bank University,
Microsoft,
NASSCOM,
National Academy of Sciences,
New Zealand Government,
Oracle,
Pinterest Inc.,
Project Management Institute,
Mary Raum (Professor of National Security Affairs, United States Naval War College),
SANS Institute,
SBG Neumark - Germany,
Singapore Institute of Technology,
Torrens University - Australia,
TBS Switzerland,
Tufts University,
UC San Diego,
UK Sports Institute,
University of Galway - Ireland,
US Department of Energy,
US National Park Service,
US Soccer,
US Tennis Association,
Verizon,
Wrike,
Yale University,
and many others.

Graffius has played a key role in the Project Management Institute (PMI) in developing professional standards. He was a member of multiple teams that authored, reviewed, and produced:

Practice Standard for Work Breakdown Structures—Second Edition.
A Guide to the Project Management Body of Knowledge—Sixth Edition.
The Standard for Program Management—Fourth Edition.
The Practice Standard for Project Estimating—Second Edition.

Additional details are here.

He was also a subject matter expert reviewer of content for the PMI’s Congress. Beyond the PMI, Graffius also served as a member of the review team for two of the Scrum Alliance’s Global Scrum Gatherings.

Acclaimed Authority on Teamwork Tradecraft

Graffius is a renowned authority on teamwork tradecraft. Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his 'Phases of Team Development' as a unique perspective and visual conveying the five phases of team development. First introduced in 2008 and periodically updated, his work provides a diagnostic and strategic guide for navigating team dynamics. It provides actionable insights for leaders across industries to develop high-performance teams. Its adoption by esteemed organizations such as Yale University, IEEE, Cisco, Microsoft, Ford, Oracle, Broadcom, the U.S. National Park Service, and the Journal of Neurosurgery, among others, highlights its utility and value, solidifying its status as an indispensable resource for elevating team performance and driving organizational excellence.

The 2025 edition of Graffius' "Phases of Team Development" intellectual property is here.

Expert on Temporal Dynamics on Social Media Platforms

Graffius is also an authority on temporal dynamics on social media platforms. His 'Lifespan (Half-Life) of Social Media Posts' research—first published in 2018 and updated annually—delivers a precise quantitative analysis of post longevity across digital platforms, utilizing advanced statistical techniques to determine mean half-life with precision. It establishes a solid empirical base, effectively highlighting the ephemeral nature of content within social media ecosystems. Referenced and applied by leading entities such as the Center for Direct Marketing, Fast Company, GoDaddy, Pinterest Inc., and PNAS, among others, his research exemplifies methodological rigor and sustained significance in the field of digital informatics.

The 2025 edition of Graffius "Lifespan (Half-Life) of Social Media Posts" research is here.

Education and Professional Certifications

Graffius has a bachelor’s degree in psychology with a focus in Human Factors. He holds eight professional certifications:

Certified SAFe 6 Agilist (SA),
Certified Scrum Professional - ScrumMaster (CSP-SM),
Certified Scrum Professional - Product Owner (CSP-PO),
Certified ScrumMaster (CSM),
Certified Scrum Product Owner (CSPO),
Project Management Professional (PMP),
Lean Six Sigma Green Belt (LSSGB), and
IT Service Management Foundation (ITIL).

He is an active member of the Scrum Alliance, the Project Management Institute (PMI), and the Institute of Electrical and Electronics Engineers (IEEE).

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How to Cite This Article

Graffius, Scott M. (2025, August 18). AI Institute of Switzerland Features Scott M. Graffius’ Work on Algorithms. Available at: https://scottgraffius.com/blog/files/ai-institute-features-work-of-scott-m-graffius.html.

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Digital Object Identifier (DOI)

DOI: (coming soon)

Content Acknowledgements

All names, marks, and content are the property of their respective owners.

AI Institute of Switzerland name, mark, and content are the property of AI Institute, a member of the Swiss Information and Management Institute.

This article uses limited excerpts from the AI Institute of Switzerland, attributed and used under fair use for news reporting and analysis.

“How Algorithms Shape the User Experience on Social Media Platforms” is copyright © Scott M. Graffius. All rights reserved.

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Top 5 Hashtags

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Copyright

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Tags: AI • AI Institute of Switzerland • Human-AI • Social Media Research • How Algorithms Shape the User Experience on Social Media Platforms