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Inside Axiom’s Verification Kernel: BMC, UAP, Lean Replay, and the Proof Vault

TL;DR AI

Key summary

2 min read
  1. Axiom combines bounded model checking, automated repair, and Lean 4 replay to make verified claims reproducible.

  2. It searches for counterexamples within a fixed step limit, while the UAP pipeline handles model extraction, repair, and re-proving.

  3. Z3 provides deterministic SMT solving, but Lean 4 is the final proof kernel before any result is promoted as safe.

  4. The design favors reproducibility and auditable proofs over one-shot SAT/UNSAT answers, reducing false confidence.

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