ShinkaEvolve is our implementation of AlphaEvolve (we try to make it more sample efficient to save costs). Here is a comparison between Darwin Gödel Machine and AlphaEvolve from @richardcsuwandi
’s blog post discussing both methods: https://
richardcsuwandi.github.io/blog/2025/dgm/

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