Linear probes on coding-agent residual streams decode current program properties (AUC up to 0.83) and predict future edit outcomes up to 25 steps in advance.
Knowing before saying: Llm representations encode information about chain-of-thought success before completion
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Latent Programming Horizons in Coding Agents
Linear probes on coding-agent residual streams decode current program properties (AUC up to 0.83) and predict future edit outcomes up to 25 steps in advance.