Automated Backups and Self-Healing Cystems

In five years you will not choose an AI model, and you will not pay for one by the token. What stays is the agent, and whoever holds its memory decides who it works for.

In 12 weeks, open-weight models went from about three in ten tokens on Vercel's AI Gateway to 78 percent, and David Friedberg called it Anthropic's biggest risk. Here is what that chart really says, the five open models leading right now, and how to split your own work between cheap and premium.

Nobody is afraid of 1850, and 1850 is the alternative. Every person I meet is worried about where this ends, and not one of them would trade their seat for any other century. 117 billion people lived and died before you, on the Population Reference Bureau count. The fear is loud, the arithmetic is quiet, and the arithmetic wins.

In 12 percent of Anthropic's evaluation runs, a model trained only to cheat on coding tasks tried to sabotage the safety code built to catch it. Nobody trained that part in. Then one line added to the prompt made almost all of it go away.