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Who Chose Your Sources? A Journalist’s Guide to AI Research
AI agents can find current sources, but who selected the evidence? A source-checked guide to retrieval bias, citation verification and keeping editorial judgment in human hands.
Theoplis Stewart II
Oct 1812 min read
When AI Restores a Photo, Is It Preserving the Past or Inventing It?
AI photo restoration can recover a useful image while adding details the original cannot verify. What peer-reviewed research says about reconstruction, memory, and preserving the evidence.
Theoplis Stewart II
Oct 125 min read


That Influencer Might Not Exist: AI Personalities and the Instagram Disclosure Gap
A strange Reel raises a bigger question: does that influencer exist? Granny Spills, Mia Zelu, and Instagram's disclosure rules show what to check before trusting the person on screen.
Theoplis Stewart II
Sep 2711 min read


Where Did the Color Go? Screens, Neutral Design, and the Search for Visual Quiet
Neutral cars, muted rooms, colorful screens: has visual intensity migrated online? A photo-led examination of color psychology, design choices, and the unproven screen-compensation hypothesis.
Theoplis Stewart II
Sep 259 min read


The Invisible AI Studio: What We Can Count, and What We Can’t
Netflix reports generative-AI workflows in roughly 300 titles. This analysis follows AI through editing, VFX and audio to examine what studios disclose, what viewers cannot infer, and the energy and water costs missing from project-level accounts.
Theoplis Stewart II
Sep 812 min read


When the Camera Stops Being Proof: The New Chain of Trust for Visual Journalism
A photograph can be authentic and still mislead. In the AI era, visual journalism is moving from trusting the image itself to verifying a chain of provenance, context, corroboration and human judgment.
Theoplis Stewart II
Sep 110 min read


The Transparency Trap: AI Can Label the Fake, Cut the Cost—and Still Erode Trust
Deepfake warnings can reduce belief without erasing influence, while newsroom automation can cut costs dramatically but shift risk into bias, misinformation, and lost editorial control. The AI media era is forcing a harder question: what does integrity look like when creation is cheap and verification is expensive?
Theoplis Stewart II
Aug 268 min read


Masters of Taste: Can AI Turn a Videographer Into a Film Composer?
Generative music tools such as ElevenLabs have collapsed the distance between the edit bay and the scoring stage. A non-composer can now build custom cinematic cues in minutes. But can taste, timing, and AI direction really compete with elite film composers?
Theoplis Stewart II
Aug 910 min read


Developing SECOND MIND: Meet Malik Carter
A behind-the-scenes character study from Theoplis Stewart’s creative development notebook. Meet Malik Carter, the 16-year-old protagonist of SECOND MIND — a Neuvieu Original illustrated series about growing up with ordinary, everyday AI.
Theoplis Stewart II
Aug 82 min read


Videography Weekly: AI Editing Gets Conversational, Resolve 21.0.4 Lands, and Pocket Cameras Get Smarter
Week of Aug. 3–7, 2026: Google pushes prompt-based video editing into Vids, Seedance 2.5 moves into AI-generated lessons, DaVinci Resolve 21.0.4 improves post workflows, and compact camera tools keep reshaping solo production.
Theoplis Stewart II
Aug 76 min read


The AI Passive Economy vs. the Gig Economy
The gig economy monetized hours through platforms. The AI passive economy monetizes assets and automation, but may reproduce the same concentration and volatility.
Theoplis Stewart II
Jul 265 min read


What the Passive Economy Will Look Like in the Coming Years
AI agents are becoming assets, but content saturation, platform dependence, regulation, and ownership will decide who captures the passive economy’s value.
Theoplis Stewart II
Jul 264 min read


OpenAI's Ground Game vs. SpaceX's High Ground: A $500 Billion Question
The content of this article does not represent the views, policies, opinions, positions, or official statements of the U.S. Navy, the Department of Defense, the federal government, or any military or government organization. WASHINGTON, Two fundamentally different bets on the future of artificial intelligence infrastructure are now in direct competition, and the chief executives behind them are making that competition public. On one side: OpenAI's Stargate project, $500 billi
Theoplis Stewart II
Jul 144 min read


SpaceX's Merger With xAI Creates AI Infrastructure Moat Rivals Cannot Match, Analysts Say
The content of this article does not represent the views, policies, opinions, positions, or official statements of the U.S. Navy, the Department of Defense, the federal government, or any military or government organization. WASHINGTON, On Feb. 2, 2026, SpaceX completed its merger with xAI in what financial analysts described as the largest private merger in history, creating a combined entity, SpaceXAI, valued at $1.25 trillion. The headlines focused on the valuation. The mo
Theoplis Stewart II
Jul 145 min read


SpaceX's Orbital Data Centers Threaten to Reshape Nuclear Industry's AI Boom
The content of this article does not represent the views, policies, opinions, positions, or official statements of the U.S. Navy, the Department of Defense, the federal government, or any military or government organization. WASHINGTON, When SpaceX filed an application with the Federal Communications Commission on Jan. 30, 2026, proposing up to one million solar-powered satellites to serve as orbital data centers, it raised a question the nuclear energy industry has been relu
Theoplis Stewart II
Jul 145 min read


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
Jun 122 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
Jun 122 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
Jun 123 min read


75 Million Americans Show Up. The Question Is Whether We're Paying Attention.
Introduction There's a lot of conversation about what's wrong with civic life in America. But there's another story, quieter and less likely to trend: 75 million people who gave their time to something larger than themselves — tutoring students, supporting food banks, staffing health clinics, coaching youth sports. Not because they were paid. Because they believed it mattered. That's what the data shows. What the Numbers Show More than 75.7 million Americans — over 28% of the
Theoplis Stewart II
Jun 122 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
Jun 122 min read
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