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CodeLMs2 min read

Causal Syntax Circuits in CodeLMs: Budget and Probe Decide What Looks Localised

Code models write Python when the prompt does not say which language to use. We ask a mechanistic question about that habit: is it produced by a small, findable group of components inside the model?

By Harsh Kumar, Tanmay Shailesh Joshi, Rahul Maity, Anusa SahaarXiv cs.LG

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Originally published by arXiv cs.LG on Oct 16, 2026.

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