PERSON DIRECTORY
Laura Ruis
Laura Ruis appears in 1 indexed conversation across Machine Learning Street Talk. This directory brings every appearance, source, TL;DR, digest, and transcript into one searchable feed.
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How Do AI Models Actually Think? [Dr. Laura Ruis]
Influence-function evidence suggests language models learn reusable procedures, not merely memorized reasoning traces, with slope-solving examples sharing pre-training footprints across different coordinates.Code may be unusually valuable procedural data, but its effects can help or hurt unpredictably, leaving model builders to test synthetic procedure diversity while monitoring approximate reasoning, agency, and gradual power transfer to unreliable systems.