🔮 Sunday edition #523: AI in 2030; the future of education; generative biology; AI moats++

An insider’s guide to AI and exponential technologies

Hi, it’s Azeem. OpenAI’s $3 billion acquisition of Windsurf isn’t about code assistants – it’s about controlling the critical feedback cycle where humans evaluate AI outputs. Meanwhile, the search paradigm is crumbling as Google searches in Safari declined for the first time in 22 years, with users flocking to conversational AI tools. The message is clear: in 2025, owning the feedback loop confers strategic advantage. Let’s dive in!