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Theory-Level Autoformalization: From Isolated Statements to Unified Formal Knowl

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1 SIGNALFIRST DETECTED 16 July 2026
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16 Jul
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FormalEvolve: Neuro-Symbolic Evolutionary Search for Diverse and Prover-Effective Autoformalization

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MathAtlas: A Benchmark for Autoformalization in the Wild

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Stepwise: Neuro-Symbolic Proof Search for Automated Systems Verification

arXiv:2603.19715v1 Announce Type: new Abstract: Formal verification via interactive theorem proving is increasingly used to ensure the correctness of critical systems, yet

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FormalProofBench: Can Models Write Graduate Level Math Proofs That Are Formally Verified?

arXiv:2603.26996v1 Announce Type: new Abstract: We present FormalProofBench, a private benchmark designed to evaluate whether AI models can produce formally verified mathematical

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23 Jun
Hypothesis-Disciplined Multi-Agent Automated Formalization of Asymptotic Statistical Theory

arXiv:2606.20642v1 Announce Type: new Abstract: Asymptotic statistical theory is a challenging domain for AI-assisted formalization: its central results mix convergence

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