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1. symbolic-circuit-distillation symbolic-circuit-distillation Public

   Automatically extract executable programs from pruned mechanistic circuits, extending OpenAI's Sparse Circuits

   Python 73 4

2. verifiable-transformers verifiable-transformers Public

   SMT-encodable GPT-2 variant with formal guarantees

   Python 10 1

3. epistemic-stance-mechinterp epistemic-stance-mechinterp Public

   Testing whether models distinguish declared-true from declared-false premises

   Python 11

4. vericuda vericuda Public

   A Coq framework giving Rust GPU kernels formal semantics and a verified bridge to NVIDIA's PTX memory model

   Rocq Prover 132 3

5. gpt-erdos gpt-erdos Public

   A repo to document candidate solutions for Erdős problems produced via LLM-driven proof search

   Lean 14 1

6. priorproof priorproof Public

   Measure technique novelty for formal (Lean) proofs

   Python