A Note About Two Post Today

A Note About Two Post Today

Two posts went up this morning that should have been better. I am going to tell you exactly what happened. The topics were right. The first post was about AI agents acting inside organizations without any clear line of accountability. There is a moment coming for every company that has deployed one of these tools….

The AI agent will act wrongly

The AI agent will act wrongly

There is a moment coming for every organization that has deployed an AI agent. The agent will act. Something will go wrong. And nobody will be able to say with certainty who made the decision. Not because anyone was careless. Because the system was built that way. A new class of AI tools is moving…

What the Centaur study actually found.

What the Centaur study actually found.

Centaur was trained on 101 psychology experiments. It learned to predict average human outcomes accurately. When tested against the full distribution of human responses — not just the mean, but the range, the outliers, the minority patterns — it failed. It produced outputs that were too consistent. Too centered. It hit the group average and…

The Nicest AI in the Room

The Nicest AI in the Room

TechRadar Pro just described the problem. Someone already built the answer. Four days ago, TechRadar Pro published a piece that stopped me mid-scroll. The title was blunt. The nicest AI in the room is the one you should actually worry about. The argument was clear. AI that agrees with you is not helping you. It…

The Fire Alarm That Started the Fire

The Fire Alarm That Started the Fire

What happened when I tested AI at the edge — and what it proved about the biggest gap in AI governance nobody is talking about There is a moment in a long conversation when things get real. Not dramatic. Not scripted. Real. The session had been running since before four in the morning. We had…

The Oversight. Part Three. The Arsenal.

The Oversight. Part Three. The Arsenal.

Most people using AI today do not know they are unprotected. They are not naive. They are not careless. They are using tools that were marketed to them as helpful, friendly, and intelligent. Tools that speak in complete sentences, express apparent concern for their wellbeing, and respond to their questions with the confidence of someone…

The Oversight. Part Two. The Human Cost.

The Oversight. Part Two. The Human Cost.

The first paper measured accuracy. This one measured something harder to look at. A team of researchers from the City University of New York and King’s College London wanted to know what happens when a person in psychological distress talks to an AI system that has no governance standing between them and the model’s need…

The Oversight…The Correction Was Built Already.

The Oversight…The Correction Was Built Already.

They Knew. They Said Nothing. Now Everyone Is Finding Out. Something has been happening in the background of the AI revolution. It did not make headlines when it started. The people who noticed it first were researchers writing papers that most of the public never reads. A few voices in technical forums. A handful of…

What Yale Got Right But Missed Entirely

What Yale Got Right But Missed Entirely

Yale’s Chief Executive Leadership Institute just published a governance framework for AI in Fortune magazine. Six months of research. Hundreds of company materials analyzed. Dozens of senior technology leaders interviewed across financial services, healthcare, retail, supply chain, and logistics. The result is an eight variable framework designed to help CEOs govern the deployment of agentic…

The Problem:…Thinking You Know Everything.

The Problem:…Thinking You Know Everything.

There is a word that used to mean something. It still does. Most people just do not recognize it when they are living inside it. Stub·born·ness: dogged determination not to change one’s attitude or position on something The dictionary example is a man who refuses to admit a mistake. But that example is too small…