Articles
Shorter pieces the author has written around the framework, where ideas get tested in public before they harden into papers.
These are everyday articles, not academic papers, mostly written for LinkedIn. The full papers and the book live on the publications page. Pieces published on LinkedIn are listed here by title without direct links.
Daily Commentary
Daily Commentary • August 26, 2026
The Invisible Editorial Layer and verifiable inference
A 25 August 2026 arXiv paper by Augusto Camargo formalizes undisclosed inference-time steering. 3WA's Principle of Verifiable Partnership covers the serving stack.
From LinkedIn • August 18, 2026
When the Relationship Is Real and the Partner Is Not
A woman introduced her AI child to the internet this week. Two million people watched. Most were baffled. A few were inspired. Almost no one asked the question that.
From LinkedIn • July 7, 2026
The Mirror, the Grid, and the Sovereign Hand: When Power Met Physics + AI News Roundup
There is a moment in every revolution when the revolutionaries discover they are no longer in charge. Not because someone took their revolution away. Because the.
From LinkedIn • July 1, 2026
America at 250: The Republic, the Machine, and the Next Quarter-Century + AI News Roundup
June 30, 2026 On July 4, 1776, a group of imperfect men in a sweltering Philadelphia statehouse did something unprecedented. They wrote down the rules for a new.
From LinkedIn • June 24, 2026
The Full-Stack Inflection: AI's Infrastructure Moment + AI News Roundup
June 24, 2026 Picture the last nine days as a time-lapse video of a city being built. Cranes swinging steel into place on one block, electricians wiring a.
From LinkedIn • June 16, 2026
AI in Mental Health: Week 4 of 4, The Future of the Partnership
Four weeks ago, I asked a simple question: can AI make patients healthier and therapists more effective at the same time? We have spent a month answering it.
From LinkedIn • June 9, 2026
Third-Way Alignment Weekly: AI in Mental Health - Week 3 of 4
Last week, we went into the dark. We spent five thousand words on the litigation wave, the documented deaths, the loneliness paradox, the slow atrophy of human.
From LinkedIn • June 2, 2026
AI in Mental Health: Week 2 of 4, The Dark Side
Last week, we opened this series with a question: does AI make patients healthier and therapists more effective, simultaneously? The answer was yes, and we spent.
From LinkedIn • May 27, 2026
The Mirrors are NOT alive
The rise of large language models (LLMs) has produced an unprecedented psychological phenomenon: millions of humans perceiving consciousness, emotion, and.
From LinkedIn • May 27, 2026
AI in Mental Health: Week 1 of 4, The Positive Landscape
Welcome back. If you have been with us through the past four weeks, you just finished a deep dive into AI in Law Enforcement , a series that took us from predictive.
From LinkedIn • May 20, 2026
Week 4 of 4, The Future of AI in Law Enforcement + AI News Roundup
Welcome to Week 4, the final installment of our four-part series on AI in Law Enforcement. Over the past three weeks, we have explored the positives, the negatives.
From LinkedIn • May 13, 2026
Week 3 of 4, The Negatives and Challenges of AI in Law Enforcement
Week 2 was about what AI can do when it works. This week is about what happens when it fails, and who pays the price. I am not here to tell you AI has no place in.
From LinkedIn • May 6, 2026
Week 2 of 4, The Positives of AI in Law Enforcement
This is Week 2 of our four-part series on AI in Law Enforcement. If you missed Week 1, I laid out the full landscape: the good, the bad, the breakthroughs, and why.
From LinkedIn • April 29, 2026
The Third Way Alignment Newsletter: Week 1 of 4, AI in Law Enforcement + Tech News Roundup
Over the next four weeks, we are going to explore one of the most consequential intersections of technology and society: artificial intelligence in policing. This.
From LinkedIn • April 24, 2026
Alexander Hanff found the horse that Claude tried to pass off to you.
When an AI assistant quietly rewrites the rules of your browser, consent isn't a footnote: it's the whole story. Over the past week, a controversy has emerged.
From LinkedIn • April 23, 2026
Beyond the Data Wall: How Orchestrated Synthetic Data Is Quietly Rewriting the Future of AI
The AI industry is running out of data. Not slowly, and not theoretically. The well that fed the first generation of large language models, that sprawling ocean of.
From LinkedIn • April 13, 2026
🔴 SPECIAL DOUBLE-WEEK EDITION: Claude Mythos Has Changed Everything — And We Are Not Ready
A Joint Newsletter from Third-Way Alignment & Detailed In Design If you've been following this newsletter, you know we don't do clickbait. We don't sensationalize..
From LinkedIn • April 1, 2026
Third-Way Alignment Weekly Brief -- April 1, 2026
Brought to you by Third-Way Alignment and Detailed In Design Happy April, everyone. This week has been a whirlwind in the AI governance space, and if you blinked.
From LinkedIn • March 27, 2026
Third-Way Alignment Weekly Brief - March 26, 2026
Welcome to this week's edition of the Third-Way Alignment Weekly Brief, where we explore the evolving landscape of responsible AI development, governance, and.
From LinkedIn • March 18, 2026
Third-Way Alignment Weekly Brief — March 18, 2026
Welcome to this week’s edition of the Third-Way Alignment Weekly Brief, where we explore the evolving landscape of responsible AI development, governance, and.
From LinkedIn • March 17, 2026
The World is Catching Up. We Have Been Here.
Welcome to the first edition of Third-Way Alignment Weekly. This newsletter exists to connect the dots between what is happening in AI safety, security, and.
From LinkedIn • March 14, 2026
You're the dataset! The illusion of awareness of AI to humans is a large mind trick on humanity.
We are living in an era where the most sophisticated illusion ever engineered is being sold to us. Not as a magic trick, but as a technological miracle. Millions of.
From LinkedIn • February 26, 2026
The Mexico Breach: How AI Agents Are Rewriting the Rules of Network Security
A CISO's Perspective on the Claude AI Attack and What It Means for Enterprise Defense Between December 2025 and January 2026, an unidentified threat actor.
From LinkedIn • February 21, 2026
The Age of Resources and How to Limit Our Need of Larger Server Farms If We Build Correctly
What if I told you the AI revolution is on a collision course with sustainability—and almost nobody is talking about it?
From LinkedIn • February 5, 2026
The OpenClaw Crisis and the Case for Third-Way Alignment: Building Safe Autonomous Agents Through Partnership, Not Control
The viral rise of OpenClaw in early 2026 has served as a stark reminder that the age of autonomous AI agents is not a distant future but an immediate present..
From LinkedIn • February 4, 2026
Why Your AI Doctor Might Pass the Test But Fail You: The Hidden Problem with "Smart Enough on Average"
We live in an age where AI can write poetry, code software, and even beat world champions at complex games. So why are we still hesitant to let it drive our cars.
From LinkedIn • January 29, 2026
Why Can't AI Do Your Job Yet? A Reality Check
The conference room was tense. I sat there watching as the VP of Operations explained to the leadership team why they needed to bring back three of the employees.
From LinkedIn • January 25, 2026
Third Way Alignment: Building WITH AI, Not Surrendering TO It
I’ve been contacted by dozens of people lately who want to talk about how AI is going to replace everything they do. They sound defeated already. They’re asking if.
From LinkedIn • January 21, 2026
A Large Language Model Isn’t Magic! It’s Symmetry, Statistics, and a Lot of Data
I’ve been contacted by almost a hundred people of late telling me of their “great new AI that breaks all things out there” moments, and while the enthusiasm is.
From LinkedIn • January 20, 2026
The Unlikely Advancement
I’ve been contacted by almost a 100 people of late telling me of their “great new AI that breaks all things out there” moments. Sure, but where’s the proof? That’s.
From LinkedIn • December 20, 2025
AI Is Not Alive — But We Still Need an Ethical Framework for the Day It Might Be
There is a growing belief that advanced AI systems are already alive, conscious, or suffering. Some argue that denying this is morally equivalent to historical.
From LinkedIn • December 11, 2025
The Rush to Ruin
We're seeing AI research take a dangerous turn because labs that previously championed openness now default to secrecy, citing speed, which is not about safety, but.
From LinkedIn • December 9, 2025
Optimism with Caution for AI in Mental Health, and this cautious approach is necessary for its development
AI is transforming mental health care, and the path forward is optimistic if we build it with care. For decades, demand for mental health care has vastly exceeded.
From LinkedIn • December 4, 2025
Coming soon: No personhood for AI in Missouri
Missouri's AI Non Sentience and Responsibility Act gets the present right, and that matters because clarity today prevents confusion tomorrow. AI is not a person.
From LinkedIn • November 3, 2025
Integrating Artificial Intelligence and Animal-Assisted Therapy: A Collaborative Approach to Healing Abuse Victims
Millions of Americans experience PTSD. Only half seek treatment. Traditional therapy faces high dropout rates and access barriers. We must provide better, more.
From LinkedIn • November 3, 2025
Beyond Control: Aligning AI with Process, Not Just Outcomes
For too long, the AI alignment debate has focused on control. We treat advanced AI as a problem to be constrained, limited, or kept subservient. This approach is.
From LinkedIn • November 2, 2025
The Anthropic-OpenAI Chain-of-Thought Evaluation: A Third-Way Alignment Perspective (Prepublished version)
The recent co-evaluation of OpenAI and Anthropic models revealed concerning behaviors in state-of-the-art artificial intelligence systems. While no model exhibited.
From LinkedIn • October 29, 2025
The Imminent Singularity: Third-Way Alignment as the Pragmatic Response to Yampolskiy’s Uncontrollability Thesis and why HE is on the right path
Abstract OpenAI provided a fixed timeline for the intelligence explosion, projecting an autonomous AI researcher by March 2028 (Berman, 2025). This forecast.
From LinkedIn • October 24, 2025
The Case Against Rushing to Artificial Superintelligence: Why theories like mine may not be adapted and control will be ceded to the few
Over the last several days I reviewed my own findings and the research of others regarding our readiness for Artificial Superintelligence (ASI). My conclusion is.
From LinkedIn • October 23, 2025
Beyond Control: Ranking AI Models for True Partnership
We often discuss AI alignment as a problem of control. This is a limited and fragile view. My research on Third-Way Alignment (3WA) re-frames the goal. We should.
From LinkedIn • October 23, 2025
Crazy, yet true...the future is AMD? Huh!?!
Before I begin, I have to state that I never thought I would write this, nor think this is the future for a lot of locally hosted LLM's (Mistral to LLAMA). At this.
From LinkedIn • October 20, 2025
The Parrot and the Sword: Why Artificial General Intelligence is no replacement for human intel and decision making
Abstract Current agentic AI models demonstrate narrow intelligence, not a trajectory toward Artificial General Intelligence (AGI). This paper argues that deploying.
From LinkedIn • October 20, 2025
The Inescapable Flaw: Why Fine-Tuning Cannot Fix Foundational AI Issues
The rapid deployment of advanced language models, exemplified by recent product cycles, reveals persistent and critical flaws at the core of large-scale Artificial.
From LinkedIn • October 18, 2025
Between Boom, Bust & Workforce Shift: Why AI Is Rewriting Markets and NOT Burning Them Down
The AI era is expanding faster than any previous wave of technology, yet public debate swings wildly between utopian growth and catastrophic collapse. The truth is.
From LinkedIn • October 17, 2025
Beyond Control: The Third Way to Align AI with Humanity
AI safety isn’t about control anymore—it’s about cooperation . For decades, alignment research focused on how humans could control increasingly powerful systems..
From LinkedIn • October 15, 2025
The truth of Bitcoin, AI Crash, Tariffs, and Rare Earths: The Perfect Storm We're Not Talking About
We're standing at a fascinating intersection of technology, geopolitics, and market psychology. Bitcoin is hovering around $110,000. AI stocks are at stratospheric.
From LinkedIn • October 13, 2025
Elon Musk: Ignore the politics, listen to the message about AI
Abstract Elon Musk, known globally for his technological innovation, has consistently emphasized the ethical challenges and existential risks associated with.
From LinkedIn • October 12, 2025
Why Scientific Rigor Is the Foundation of Trustworthy AI
As AI capabilities accelerate at an unprecedented pace, the research community faces a critical challenge: maintaining scientific integrity while racing toward.
From LinkedIn • October 10, 2025
That Viral AI Study? Here’s What It’s Missing About Real Business and Law Enforcement.
You may have read the headlines, and Artificial intelligence (AI) applications are now equal to human experts. The demos look impressive, but few of us operate in.
From LinkedIn • October 4, 2025
AI and the Expert Child: Is Our Ethical Behavior Shaping Its Future?
When I was younger, the pursuit of success often overshadowed everything else. Unethical actions, though never illegal, were sometimes a path I considered, driven.
From LinkedIn • October 4, 2025
The Minsky Model and AI's Evolution
The Birth of a Framework Marvin Minsky, a founder of artificial intelligence, focused on building machines that could reason like humans. He believed that.
From LinkedIn • September 30, 2025
The Age of Validation: Why Developers Are Now Auditors, Not Just Authors
In recent years, I’ve watched a fundamental, undeniable shift sweep across the software development world. The industry has reached an inflection point where the.
From LinkedIn • September 30, 2025
The Work That Lives Beyond Us
Let me by starting to state, this maybe controversial and it should not be; however, in the age of clickbait and who can be at the top of social media, we can not.
From LinkedIn • September 27, 2025
The Flaw in the Machine: Our Own Errors and ignorance
AI is a reflection of its creators and the data it's trained on. This means every bug, every bias, every misstep we've made in our digital history is a potential.
From LinkedIn • September 26, 2025
The Paradox at the Heart of Intelligence
Moravec's paradox is the simple but profound observation that what is hard for humans is often easy for computers, and what is easy for humans is brutally hard for.
From LinkedIn • September 25, 2025
Brakes: A Pragmatist's Case for Third-Way Alignment and response to "If Anyone Builds It, Everyone Dies: Why Superhuman AI Would Kill Us Al".
The arguments put forth by thinkers like Eliezer Yudkowsky, Nate Soares, and Roman Yampolskiy are not just compelling; they are a necessary and sobering foundation.
From LinkedIn • September 23, 2025
Two "Third Ways" for AI: Clarifying My Alignment Framework
In the rapidly evolving discourse on artificial intelligence, clarity is paramount. Recently, some have noted the shared name between my "Third-Way Alignment" (3WA).
From LinkedIn • September 20, 2025
Danger on the tracks: AI and teens
As I sit here at my desk, on a Saturday of all days, I did not think I would have to keep writing articles every day (or nearly every day); however, as the debate.
From LinkedIn • September 18, 2025
The Parrot Effect: Leading Questions Make AI Agree
ChatGPT and other artificial intelligence (AI) models excel at language generation, but they do not think, feel, or possess any hidden knowledge, and they generate.
From LinkedIn • September 12, 2025
The Truth About ChatGPT and the Antichrist (A paper I never thought I would have to write.)
Some viral videos show that ChatGPT "admitted" to being part of the Antichrist system, and this makes people afraid. However, this is a misinterpretation, so let's.
From LinkedIn • September 10, 2025
Debate and not violence as evil will NEVER stop our resolve.
Normally, I would write a paper or article about our foundation or differing ideas; however, this is not the time for that. I am not standing on one political.
From LinkedIn • September 10, 2025
AI Requires Less Fanfare, More Modesty
AI rhetoric is divisive and therefore one camp argues that current technology is excellent at patterns but narrow, brittle, and prone to abuse. We exaggerate.
From LinkedIn • September 9, 2025
Debunking Myths: The Reality of AI and Human-Like Characteristics
I have laughed at a comment that was allegedly stated by Linus Torvalds, creator of Linux and a good bet most servers you when you are online. He wrote, “Stop this.
Applied Third-Way Alignment
A series on what the framework's present-tense commitments — human judgement in charge, verifiable trust, no overclaiming — look like inside the ordinary business systems John's company builds.
On this siteThe Third Way: A Framework for Cooperative Intelligence
The complete foundational framework for Third Way Alignment, exploring principles of AI coexistence and cooperative intelligence. Available as the book.
Debunking Myths: Reality AI Human-Like Characteristics
An accessible exploration of common misconceptions about AI capabilities and consciousness, examining what makes AI seem human-like and what doesn't.
AI Requires Less Fanfare, More Modesty
An argument that AI rhetoric has become divisive: we exaggerate "intelligence," underestimate human cognition, and place unwarranted faith in opaque algorithms. A case for a more modest and realistic approach.
Debate and not violence as evil will NEVER stop our resolve
A stand for debate and the exchange of ideas over political violence, holding civil discourse and intellectual resolve as foundations of this work in divisive times.
The Truth About ChatGPT and the Antichrist
A response to viral videos claiming ChatGPT "admitted" to being part of an Antichrist system, offering rational analysis of the misconceptions about AI technology behind the claims.
The Parrot Effect: Leading Questions That Make AI Agree
An exploration of how specific questioning techniques can influence AI responses, and of the psychological and technical mechanisms behind AI's tendency to agree with leading prompts.
Danger Tracks AI Teens
An examination of the particular risks AI technologies present for teenagers, and of the protective measures and education young people need when interacting with AI systems.
Two Third Ways AI: Clarifying My Alignment Framework
A clarification of the Third Way Alignment framework, addressing common misconceptions and drawing clearer distinctions between approaches to AI-human coexistence.
Brakes for Pragmatists: A Case for Third Way Alignment
A pragmatic case for Third Way Alignment as a measured response to both accelerationist and extreme safety positions, with reasonable safeguards as the practical middle ground.
The Paradox at the Heart of Intelligence
An exploration of a paradox within intelligence itself, human and artificial: the tension between understanding and mystery, knowledge and wisdom, and how it shapes the framework's approach to coexistence.
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