PERSON DIRECTORY
Robert Lange
Robert Lange appears in 1 indexed conversation across Machine Learning Street Talk. This directory brings every appearance, source, TL;DR, digest, and transcript into one searchable feed.
When AI Discovers the Next Transformer — Robert Lange
Sakana’s ShinkaEvolve reached a state-of-the-art circle-packing solution in fewer than 200 LLM interactions, versus roughly 1,000 programs for comparable systems.Its archive combines patches, rewrites and crossovers while routing mutations across frontier models, improving GPT-4.1 Nano agents and exploring mixture-of-experts trade-offs.The larger opportunity is open-ended science that co-evolves problems and solutions, but verification, reward hacking, initialization trade-offs and ARC’s unproven results remain key risks.