Evolutionary algorithms

29.4% ARC-AGI-2 🤯 (TOP SCORE!) - Jeremy Berman

29.4% ARC-AGI-2 🤯 (TOP SCORE!) - Jeremy Berman

Jeremy Berman, winner of the ARC-AGI v2 public leaderboard, discusses his novel evolutionary approach that refines natural language descriptions instead of code. He explores the idea of building AI that synthesizes new knowledge by constructing deductive "knowledge trees" rather than merely compressing data into "knowledge webs," touching on the fundamental challenges of reasoning, continual learning, and creativity in current models.

No Priors Ep. 120 | With Google DeepMind’s Pushmeet Kohli and Matej Balog

No Priors Ep. 120 | With Google DeepMind’s Pushmeet Kohli and Matej Balog

Push Kohli and Máté Balog from Google DeepMind discuss AlphaDev, an AI agent that uses large language models and evolutionary search to discover novel, more efficient algorithms for fundamental computer science problems, marking a significant step in AI's ability to generate creative and practical solutions.