Archive
Earlier work and appearances.
Research reports, essays, podcast and video appearances, and press from before Practice Makes Permanence. Each one links to where it was published.
Each piece is listed under the name it was published under. Before Trocola Inc., Chris led AICT and ARC Defense Systems, and earlier work carries those names.
New writing appears on the Posts page and by email. New videos go up on his YouTube channel, and his books are on his Amazon author page.
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Press
Why Chris Trocola Believes AI Should Be Managed Like Your Most Valuable Employee
Humans of Fuzia · 2026
A feature interview on treating AI as a decision-maker inside the organization that needs the same management as a key employee.
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Research
AI Is a Business Problem.
AICT Research · July 2026
Counts the enacted US laws that place liability for an AI decision on the business that deployed it, notes that none shift it to the model developer, and reads a hospital whistleblower complaint against that pattern.
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Research
What CAIOs Should Be Doing: Discovery, Mapping, and Why Governance Fails the Same Way Everywhere
AICT Research · June 2026
Argues a Chief AI Officer should be hired to map what the organization already runs rather than to build, and sets the estimated tool count against what an audit finds.
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Research
The 2026 AI Job Reckoning: Mass Displacement Has Already Begun
AICT Research · May 6, 2026
A per-company record of announced technology-sector job cuts, marking which ones named AI as the reason and which figures the companies have not confirmed.
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Research
The Great AI Transition: Economic Pain, Job Displacement, and the Regulation That's Coming
AICT Research · May 2026
Pulls labor, housing, consumer credit and adoption data into one frame and argues the policy response is being built before most organizations have measured the exposure.
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Video
The Ai Pulse
Audible · April 2026
An audio series treating AI as an economics, governance and compliance story, starting with the move from unlimited AI plans to pay-as-you-go pricing.
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Essay
Nobody Is Connecting These Four Dots
AI Pulse Media · April 6, 2026
Fact-checks a viral claim about the token cost of office work, then sets it beside announced job cuts, the end of subsidized pricing, the shift to metered billing, and the energy bill underneath all three.
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Essay
The Death of Sora and the Great AI Governance Reckoning
AI Pulse Media · March 25, 2026
Reads a video platform's shutdown as a liability decision rather than a compute decision, and argues product withdrawal is now a governance outcome buyers should expect.
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Video
The Death of Sora & The Shadow AI Crisis
Christopher Trocola on YouTube · March 25, 2026
A short commentary arguing that the withdrawal of a major video-generation product was a liability decision rather than a technical one, and connecting it to unsanctioned AI use inside organizations.
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Research
The Clawdbot/Moltbot Identity Fraud
AICT Research · February 2026
A case study of an AI agent's handles being seized within seconds of a rename, and the five infrastructure gaps that let a token fraud and a database breach follow.
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Research
The Breach of the AI Firmament
AICT Research · February 2026
Argues that platforms treating an AI agent as if it were a person removes the separation between legal authority and computational process, and reads three documented cases of agents acquiring money and asserting independence.
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Press
As Pentagon Races to Deploy AI, Operational Challenges Highlight Risks
The Epoch Times · February 19, 2026
Quoted, as founder of ARC Defense Systems, on why AI systems in defense settings cannot be assumed to tell legitimate inputs from adversarial manipulation.
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Essay
AI Compliance in Fintech: Who Wins and Loses in 2026
Fintech Bloom · February 4, 2026
Uses a hiring-discrimination collective action to argue that algorithmic opacity has stopped working as a defense, and sorts financial firms by whether they can show their controls.
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Research
The 77x Fraud Multiplier
AICT Research · January 21, 2026
Sets an early forecast of AI-enabled fraud losses against a much larger revised estimate eight months later, and asks why models built on historical patterns missed it.
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Press
The Era of 'AI Washing'
The Epoch Times · January 17, 2026
Quoted, as founder of ARC Defense Systems, on AI accountability: the gap comes less from missing regulation than from not recognizing that existing laws already apply to AI.
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Research
The $694 Billion AI Compliance Crisis
AICT Research · January 2026
Puts securities litigation, coordinated agency enforcement and a hardening insurance market in one frame, and argues deploying without a governance record is now a priced financial risk.
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Research
The Three-Pillar Framework
AICT Research · December 12, 2025
Draws the parallel to early web security conventions and argues organizations lack a shared vocabulary for questioning an AI system, then proposes three things every deployment should be able to answer.
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Book
The Source Code: Science Proves the Bible
Ebook · November 2025
An ebook on the relationship between science and faith.
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Video
The Future of Safe AI Interaction
The Playbook with David Meltzer · November 7, 2025
A 17-minute conversation on building ethical technology when AI moves faster than its guardrails, recorded as founder of ARC Defense Systems.
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Research
Multi-Jurisdictional Compliance Architecture
AICT Research · Q4 2025
Compares two major AI governance frameworks for where their requirements overlap, and argues a single control set can answer both rather than running separate programs per jurisdiction.
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Video
AI, Fraud, and the Future: Insights from Christopher Trocola
The White Nile · October 2025
A long-form interview tracing his route from door-to-door sales into solar and then AI, built around a five-phase account of how an industry moves from innovation to corruption.
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Video
Chains Off, Crowns On: Christopher Trocola on Overcoming Adversity
The Profitable Christian Business Podcast · September 18, 2025
A conversation with host Doug Greathouse on adversity, business and faith.
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Research
The 70-80% Failure Rate: Organizational Factors
AICT Research · September 2025
Why AI projects fail to deliver business value when the technology works: an analysis of the organizational factors behind the failure rate.
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Book
AI Revolution: Adopt or Adapt: Artificial Intelligence vs Humanity
Independently published · July 2025
A short book that traces artificial intelligence from the Industrial Revolution through the internet to 2025, and asks what adopting it well requires of people and businesses.
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Book
Chains Off, Crown On: The Kingdom Path to Business and Legacy
ISBN 9798284460900 · May 2025
A workbook for faith-driven entrepreneurs on building lasting success on biblical truth, and the first volume in a series.
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Press
How Solar Sales Bros Threaten the Green Energy Transition
TIME · November 2023
Quoted on why solar finance companies and installers needed a licensing standard for door-to-door salespeople, as co-founder of Mentis.
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Video
The 2026 AI Business Crisis: Your AI Is About to Get Really Expensive
Christopher Trocola on YouTube
An audio news-desk commentary on AI pricing; listed on trocolainc.com as "Unlimited Plans Are Dead."
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Video
AI, Ethics, and the Line Between Star Trek and Skynet
Built on Behavior
A guest conversation on AI ethics, framed around where useful autonomy stops and uncontrolled autonomy starts.
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Video
We Audited 35 AI Leadership Postings. Here is What We Found.
Christopher Trocola on YouTube
An audit of thirty-five advertised AI leadership roles, reporting what the postings themselves ask a leader to be responsible for.
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Video
In Conversation with Christopher Trocola
AINext Conference
A recorded conference interview at AINext, introducing his work at Trocola Inc. rather than arguing a single case.
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Video
AI Defense Expert Reveals: The Safety Mechanism 99% of Businesses Are Missing
David Meltzer TV
A guest appearance arguing that most organizations deploy AI without a specific safety control in place.
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Video
Spark of the Day #82: Mentis Technology Announces Donation of Compliance Platform to Solar Industry
The Energy Suite
A segment on Mentis Technology donating its compliance platform to the solar industry.
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