“Sumawka Caller”

The Trump administration blocked wider distribution of Mythos. One request. One decision. Hundreds of companies had applied for access. Forty got it. The rest got nothing. And just like that, the most powerful vulnerability-hunting AI ever built sat behind a political wall. The Bank of England’s governor called Anthropic directly. Invited them to brief the…

The productivity revival nobody is building for. There is an old joke among economists. You can see the computer age everywhere but in the productivity statistics. Robert Solow wrote those words in 1987. Personal computers were everywhere. Corporate mainframes were humming. The internet was taking its first steps. Everyone was talking about the technology revolution…

The graduates were not wrong to boo. Eric Schmidt stood at a podium at the University of Arizona on Sunday and did what every technology executive does when they face a room full of people who are afraid of what is coming. He told them not to worry. He drew the parallel to the computer…

The bridge is built. You just need to cross it. Someone has been reading this site for a long time. Not casually. Not stumbling across it once and moving on. Returning. Week after week. Post after post. From a geography that does not read governance content for entertainment. This post is written for that person….

The scientists finally proved what the Baseline has been running on from the start. A study published in Physical Review Letters found something that sounds simple until you sit with it long enough to understand what it actually means. AI trained only on its own outputs collapses. Not eventually. Not under certain conditions. Not in…

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…