Mind Evolution relies on two key components: search and genetic algorithms. Search algorithms are a common component in many inference-time scaling techniques . They allow LLMs to find the best ...

F or over a thousand years, the story of human evolution was simple: Homo sapiens developed in Africa between 200,000 and 300,000 years ago from a single line of forebears. But today, one research ...

Called multiplicative weight update algorithm (MWUA), it works by maximizing the trade-off between going all-in on a successful genetic trait and hedging its bets by minimizing its commitment to any ...