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T Stevenson

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#diffusion models Open access Sep 2026

IRIS: Internal Representation and Insight System — Sequence-Level Evidence for the Linear Representation Hypothesis and a Geometric Instrument for Alignment Monitoring

We present IRIS (Internal Representation and Insight System), a geometric instrument for observing and monitoring the internal state of language models. IRIS provides initial sequence-level empirical evidence for the linear representation hypothesis — demonstrating that the relational arrangement of tokens in activatio...

T Stevenson · 0 citations

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