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Author

Pranabendu Misra

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#artificial intelligence Preprint Sep 2026

Correct Answers, Invalid Traces: What Verifiable Grade-School Math Reveals About Chain-of-Thought Traces

Chain-of-thought traces are widely read as records of how models reach their answers, informing debugging, agent auditing, and claims about reasoning. Testing this interpretation is difficult because natural-language thinking traces are rarely mechanically verifiable. We revisit it in iGSM, a synthetic grade-school mat...

Ratish Puduppully, Pranabendu Misra, Paarth Iyer et al. · 0 citations
Conference Aug 2026

Connectivity Augmentation of Plane Graphs

An algorithm is given that computes a minimum set of edges that makes a connected plane graph 2-edge-connected in \(O(|V|(1+\alpha(|V|)))\) time and linear space, where \(\alpha\) is the inverse Ackermann function.

K. Dehaleesan, Asif Khan, Pranabendu Misra · 0 citations

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