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Directed Neuro-Symbolic Stochastic Execution for Verification of Distributed Par

BACKGROUND
1 SIGNALFIRST DETECTED 11 August 2026
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23 Mar
Stepwise: Neuro-Symbolic Proof Search for Automated Systems Verification

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20 Mar
AI4S-SDS: A Neuro-Symbolic Solvent Design System via Sparse MCTS and Differentiable Physics Alignment

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6 Oct
Teaching Agents to Code Reliably

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23 Mar
FormalEvolve: Neuro-Symbolic Evolutionary Search for Diverse and Prover-Effective Autoformalization

arXiv:2603.19828v1 Announce Type: new Abstract: Autoformalization aims to translate natural-language mathematics into compilable, machine-checkable statements. However, semantic

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19 May
Autonomous Intelligent Agents for Natural-Language-Driven Web Execution with Integrated Security Assurance

arXiv:2605.15281v1 Announce Type: cross Abstract: Modern web test suites rot. A UI refactor breaks locators, a timing change causes race conditions, and within weeks developers

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20 Mar
STELLAR: Structure-guided LLM Assertion Retrieval and Generation for Formal Verification

arXiv:2601.19903v3 Announce Type: replace-cross Abstract: Formal Verification (FV) relies on high-quality SystemVerilog Assertions (SVAs), but the manual writing process is slow

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24 Aug
Coverage-Driven Verification for Safety-by-Design in AI-Based Collision Avoidance Systems

arXiv:2608.20864v1 Announce Type: new Abstract: Artificial Intelligence (AI) offers significant potential for future aviation systems; however, its integration into

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