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ProofKern

ProofKern is a verifier-first harness for AI-generated GPU kernels. Its current release is local Metal validated, not CUDA validated; four MLX-relative winners become zero cross-framework winners when torch.compile is added on the same GPU.

  • Float64 oracle, held-out shapes, and anti-cheat probes
  • Strict bootstrap-CI timing rule
  • Local Metal validated on Apple Silicon
  • CUDA validation is explicitly out of scope for current claims
GPU kernelsVerifier-firstMetal