ASI-Evolve
paper"AI Accelerates AI." Agentic framework exploring whether AI can advance its own development through a learn-design-experiment-analyze cycle combining evolutionary methods with accumulated human knowledge.
Demonstrated across three domains: neural architecture design (105 attention architectures surpassing recent benchmarks), data curation (+18 points on MMLU), and RL algorithm design (outperforming existing approaches on math). Subsumes the earlier ASI-Arch work.
Paper
arXiv: 2603.29640