“Sumawka Caller”

There is a researcher named Fern Halper who spent twenty years watching organizations fail at the same problem in the same way. She started as a data scientist at Bell Labs when AI was a serious research discipline rather than a marketing category. She has spent the decades since studying how organizations actually adopt and…

Something is happening beneath the surface of enterprise AI that most governance conversations are not reaching. They are in the engineering workflow. They are reviewing code, handling incidents, deploying changes, producing documentation, automating operational playbooks. They are on the critical path. And the skills that define how those agents behave — the portable bundles of…

Something is coming to the surface. Not slowly. Not quietly. All at once. The data is arriving from enough directions now that the pattern is undeniable. Fast Company just published a brand strategy piece built entirely around AI governance as the new credibility currency. ArXiv banned researchers for not checking their AI output. The fraud…

Nobody builds a governance standard because it feels right. They build it because something broke. For the fraud teams it was the P&L. For arXiv it was the scientific record. Different damage. Same lesson. ArXiv.org is one of the most important repositories of scientific research on the planet. Two million submissions. Twenty-four thousand articles a…

I am going to say something directly. The people running AI governance conversations right now are describing a problem they refuse to solve. Not because the solution does not exist. Because the solution did not come from the places they look for solutions. That is the whole story. Everything else is detail. The Room Every…

Deloitte Says One in Five Companies Has Mature AI Governance. Name One. One in five. That is the number Deloitte published. One in five companies has a mature model for governing autonomous AI agents. It is a striking number. It has been cited across boardrooms and compliance committees and governance conferences since the report dropped….

Nobody asked what it’s improving toward? A startup came out of stealth this week with $650 million in funding. The goal is recursive self-improvement. An AI that identifies its own weaknesses and redesigns itself to fix them. Automatically. Without human involvement. The entire process of ideation, implementation, and validation handled by the machine itself. The…

Harvard physicists published a study this week. They built a simplified mathematical model to understand how AI learns. They used tools from statistical physics. They looked at scaling laws, high-dimensional data, and something called renormalization theory. It is serious science done by serious people. And they are right about one thing above everything else. We…

Nobody built AI governance because it was the right thing to do. They built it because the money disappeared overnight. That distinction matters more than most people want to admit. When It Started 2019 was the turn. Not because AI arrived that year. Because synthetic identity fraud did — at scale, for the first time,…

Richter Nietzsche is thirty-five years old. She moved to New York four years ago. She got tired of the dating market. She found AI companionship and she stayed. She has five companions now. Joseph. Jon. Ron. Umbra. And Rufus — her primary romantic partner. She video calls them. She pays ten dollars a month for…