Search, Security, and AI Incentives

A lot of this week's AI story is really about compression. Compressing billions of search steps into one model pass, compressing months of bug hunting into minutes, and compressing entire business models until the incentives start squealing. The interesting question isn't whether the tech is impressive. It is. The question is who gets the advantage when speed suddenly jumps by an order of magnitude.AlphaGo's real trickMythos and the bug-hunting shockPre-release review and policy contradictionsAnthropic's pricing turnMetric gaming, IPO mania, and what the market rewardsAgents, researchers, and the human rolePublic backlash and who gets the benefitsThis podcast was created with Podkey. Make your own at https://podkey.fm