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cs.AI2026
Cost-Efficient Theorem Proving via Agent Orchestration in Program Verification
Shuangjie Yao, Nikolaus Holzer, Mark Paul Santolucito +3
Program verification establishes software correctness through machine-checkable proofs constructed in theorem provers. It's a guarantee especially valuable for code generated by la…
cs.AI2025
TempoBench: Reasoning Execution Without Causal Attribution Is Just Simulation
Nikolaus Holzer, William Fishell, Baishakhi Ray +1
Current training paradigms, optimized for long-horizon reasoning trace execution, have made Large Language Models (LLMs) excel at pattern matching and forward simulation of reasoni…