Author

Atticus Cull

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#machine learning Preprint Sep 2026

Specification Oracles

This work investigates whether a language model can serve as a compact, living specification oracle by learning facts about a target and answering questions about it directly, and compares two ways of storing the learned facts: external text notes and changes to the model's weights.

Atticus Cull, Justin I. McCarthy · 0 citations