Robert Lange

Robert Lange, founding researcher at Sakana AI who builds open-ended program search and evolutionary LLM methods, discusses Shinka Evolve. He talks about combining LLMs with evolutionary algorithms, co-evolving problems and solutions, model ensembles with adaptive selection, and sample-efficient breakthroughs like circle packing and contest results. They also cover verification challenges, meta-evolution, and how researchers might shepherd autonomous runs.