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
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