Propose, Solve, Verify (PSV): Self-play for code with proofs, not tests Most AI coding systems learn from unit tests: they write code, run it on a few examples, and get rewarded if it passes. But tests are incomplete. Code can pass all tests and still be wron…

Inspired by Arthur Hayes and because I wanted to try ralphing, I did a drawdown analysis on the October 10 market maker crash. Here's the narrative that we use to implement the trading idea (from Arthur Hayes): "On October 10th many market makers were liquid…

Ralph Wiggum - a new meme among vibecoders Yes, that stupid character from The Simpsons. Only now it's a new name for an AI coding technique, and the story of its emergence It all started with Geoffrey Huntley: an Australian open-source developer who quit …

One metaphor for Ethereum is BitTorrent, and how that p2p network combines decentralization and mass scale. Ethereum's goal is to do the same thing but with consensus. Another metaphor for Ethereum is Linux. * Linux is free and open source software, and does…