Zhifei Li(@andylizf):Glad to have contributed to this with @shulynnliu at Sky. By cleanly separating the evaluator and evolution mechanism, the LLM can actually optimize the search process itself. Scaling across 200+ tasks proves it works.

2026.03.04 17:52

Glad to have contributed to this with @shulynnliu at Sky. By cleanly separating the evaluator and evolution mechanism, the LLM can actually optimize the search process itself. Scaling across 200+ tasks proves it works.

Shu Lynn Liu@shulynnliu

2026.03.03 17:56

AlphaEvolve is closed-source. We release 🌟SkyDiscover🌟, a flexible, modular open-source framework with two new adaptive algorithms that match or exceed AlphaEvolve on many benchmarks and outperform OpenEvolve, GEPA, and ShinkaEvolve across 200+ optimization tasks. Our new algorithms dynamically adapt their search strategy, and can even let the AI optimize its own optimization process on the fly! Results: 📊 +34% median score improvement on 172 Frontier-CS problems. 🧮 Matches/exceeds AlphaEvolve on many math benchmarks ⚙️ Discovers system optimizations beyond human-designed SOTA 🧵👇