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

Harsh Kumar, Tanmay Shailesh Joshi, Rahul Maity +1

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…