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2 articles
Steering vectors estimate an average regression gradient
Activation steering approximates an average regression gradient, cosine 0.63 in our data, and classic estimator choices change how hard the vector steers.
A Pre-Analysis Plan for Your Coding Agent
A three-layer architecture, rule, gate, and verification, for keeping an AI coding agent disciplined, and why trained priors beat a system prompt.