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One in Fifty: The Organizational Reality of AI Adoption
Introduction Organizations are adopting AI at a pace that is genuinely remarkable. In 2023, roughly 30% of employees reported using AI in some professional capacity. By 2025, that number had climbed to 76%. This is not incremental change. It is a rapid, widespread shift in how large numbers of people do their work. But here's the number that deserves as much attention: only 1 in 50 AI investments delivers transformational organizational value. Only 1 in 5 delivers any measura
Theoplis Stewart II
4 days ago2 min read


ACTUAL Intelligence: What AI in Education Gets Right — and What It Can't Replace
Introduction EDUCAUSE — the nonprofit that shapes technology strategy for higher education institutions — spent months in early 2026 developing a framework for what AI-enhanced education should actually look like. The resulting framework is built around an acronym: ACTUAL. Agency. Connection. Trust. Uniqueness. Adaptability. Lifelong Learning. What strikes me about this framework is what it prioritizes. It doesn't start with capabilities. It starts with values. It asks not "w
Theoplis Stewart II
4 days ago2 min read


The Strike That Changed the Rules: Hollywood, AI, and What Happened Next
Introduction The 2023 Hollywood strikes were the longest and most consequential labor action the entertainment industry had seen in decades. The Writers Guild of America walked out in May; SAG-AFTRA joined in July. Together, they shut down the production of scripted film and television for 148 days. The core issues were familiar ones — residuals, minimum staffing — but the new and defining issue was AI. What the writers and actors were fighting about, at its core, was whether
Theoplis Stewart II
4 days ago3 min read


The Game Within the Game: How AI Is Changing Sports From the Inside Out
Introduction AI is now one of the significant technological edges in competitive sport. Performance analysis systems process biomechanical data with ~85% forecast accuracy and ~80% time reduction compared to manual methods. Injury prevention systems integrate training load, sleep, recovery, and movement data to identify elevated risk before symptoms appear. Real-time tactical AI analyzes opponent tendencies and suggests in-game adjustments. All of this is in active deployment
Theoplis Stewart II
4 days ago2 min read


Who Owns the Song the Machine Wrote?
Introduction Generative AI is the latest wave to hit music. And unlike its predecessors, it doesn't just change the distribution of music. It changes the creation of it. A person with no musical training can now type a sentence and receive a professionally-produced full song in seconds. That capability is already on streaming platforms. Whether it's legal, ethical, or both is being answered in real time in courtrooms, boardrooms, and the streets. The Legal Landscape Universal
Theoplis Stewart II
4 days ago2 min read


When the Algorithm Recommends, Who Is Responsible?
Introduction Leadership has always been about making decisions under uncertainty with incomplete information. That hasn't changed. What's changing is the nature of the support systems around those decisions — and the new accountability questions they create. According to McKinsey's 2026 State of Organizations report, AI has shifted from isolated tools to platforms sitting "at the center of workflows, decisions, and customer journeys." It's no longer optional infrastructure. I
Theoplis Stewart II
4 days ago2 min read


The Reporter Is Not Dead. But the Newsroom Is Being Rebuilt From Scratch.
Introduction Every generation of communicators faces a technology that promises to change everything. The printing press. Radio. Television. The internet. Social media. Each one rewired how information traveled, who controlled it, and what professional communication looked like. Each one also preserved something essential that the previous generation worried would be lost. I think about that history when I read about what AI is doing to journalism right now. The fear is under
Theoplis Stewart II
4 days ago2 min read


Govern Before You Build: A Plain-Language Guide to the NIST AI Risk Management Framework
Introduction The NIST AI Risk Management Framework exists to fix a specific problem: the people who understand AI technology can't always explain the risk, and the people who understand the risk don't always understand the technology. Released in January 2023, the AI RMF is a governance framework — a structured way for organizations to think about, talk about, and act on AI risks. The Four Functions GOVERN is the foundation — structures, policies, roles, and culture. MAP iden
Theoplis Stewart II
4 days ago2 min read


The NPC Is Talking Back: How AI Is Transforming What It Means to Play
AI-powered NPCs are transforming video games from scripted characters into responsive digital participants that learn, adapt, and evolve alongside players. Introduction For most of gaming's history, the non-player character, the NPC, has been a kind of furniture. A vendor who says the same three lines. A guard who patrols a fixed route. An enemy who follows a predictable script. The NPC existed to populate the world, to give the player something to react to, but it wasn't a p
Theoplis Stewart II
Jun 83 min read


Conan O’Brien’s Oscars Monologue: A Satirical Lens on AI’s Role in Hollywood
AI is revolutionizing media, public affairs, and marketing by enhancing content creation, audience engagement, and predictive analytics.
Theoplis Stewart II
Mar 3, 20252 min read


Disney Employee’s AI Download Sparks Cyberattack: What It Means for Media and Cybersecurity
This is an editorialized blog, drafted with the assistance of AI. When Disney employee Matthew Van Andel downloaded an AI tool, he had no...
Theoplis Stewart II
Mar 1, 20252 min read


How AI is Transforming Small Businesses and Media Operations
AI is transforming small businesses, streamlining operations from inventory tagging to marketing and media content creation.
Theoplis Stewart II
Feb 28, 20252 min read


Alibaba’s Open-Source AI Model Wan 2.1: What It Means for Media and Content Creation
Alibaba’s Wan 2.1 AI model is now open-source, intensifying competition in AI-driven media and content creation.
Theoplis Stewart II
Feb 27, 20252 min read


CSU’s ChatGPT Edu Rollout: How AI Will Shape the Future of Media and Public Affairs
CSU’s ChatGPT Edu rollout will transform media education, training future journalists and PR pros in AI-driven content creation.
Theoplis Stewart II
Feb 26, 20252 min read


Claude 3.7 Sonnet vs. DeepSeek & GPT-4o: What AI Reasoning Models Mean for Media & Content Creation
Anthropic’s Claude 3.7 Sonnet introduces hybrid reasoning, blending fast responses with deep, structured thought.
Theoplis Stewart II
Feb 25, 20252 min read


Google’s AI Video Model Veo 2: A Game Changer or a Costly Bet?
Google’s AI video model Veo 2 is set to disrupt media production, offering high-quality AI-generated videos at 50 cents per second
Theoplis Stewart II
Feb 23, 20252 min read


Meta’s Brain-to-Text Tech is Here—But Are We Ready?
Meta’s brain-to-text tech could revolutionize media, enabling thought-driven content creation and interaction.
Theoplis Stewart II
Feb 21, 20252 min read
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