Structural Debugging for Chain-of-Thought Graphs
Chain-of-thought traces can be inspected as dependency graphs instead of prose, making circular support, abandoned threads, unsupported conclusions, and contradictions easier to find.
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Chain-of-thought traces can be inspected as dependency graphs instead of prose, making circular support, abandoned threads, unsupported conclusions, and contradictions easier to find.
A probing tool asks language models structurally impossible questions and classifies how they fail.