Entrepreneur
The agent layer eats the middle of the surprise distribution, but conservation keeps the tail — and the tail cannot be dosed. A record without small storms trains every forecaster, including your own, on a person who has never sailed one. … readThe Storm You Did Not Sail
Because surprise telescopes, the agent layer being built between people and the world can net oceans of machine-to-machine revision down to a felt sliver. Netting is a service. It is also a position — and it holds only until every error points the same way. … readThe Surprise Clearinghouse
The objective at the center of modern AI is surprisal with a minus sign: training is the systematic eating of surprise. Installed between a person and the world, that reflex makes the zero-surprise life an inheritance from the mathematics — unless the stack is told whose surprise is the error. … readThe Machine That Eats Surprise
One AI coworker can maintain a verified directory of scheduled work across OpenAI, Anthropic, and Google, using existing tools and storage without another subscription. … readGive Your AI a Task Coordinator
When your AI goes to work, one sentence is still yours to write: what, exactly, is worth waking you for. Set it too low and you are supervising again; set it too high and the world drifts quietly until it arrives all at once. … readThe Wake Condition
Google dramatically reduced the cost of knowing. Artificial intelligence dramatically reduces the cost of doing. … readDelegate It
A slogan tells people what might change. A public ledger lets them see what actually changed—and what had a good reason to stay. … readThe Most Important Line in the Cancel Ledger Says “Kept”
The mainstream advice on scheduled AI tasks is to put them in the cloud so they keep running while your laptop is shut. That sentence is the liability, not the pitch: past a hundred tasks a day, the ability to close the lid and pay nothing is worth more than the plan itself. … readClose the Lid
Absorption turns mastery into selective ignorance: the predictable recedes from conscious awareness so attention remains free for surprise, judgment, and invention. … readThe Art of Knowing Is Knowing What to Ignore
Frontier AI did not kill the systems integrator; it made systems integration the whole job. The famous MIT number does not say 95% of AI pilots fail — it says most companies never commissioned the integration work at all. … readThe Software Is Claude. The Landscaping System Is the Integration.