Hoagy Cunningham
2 indexed papers
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226
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AI×1NLP×1Crypto×1
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2026
Segment-Level Coherence for Robust Harmful Intent Probing in LLMs
The paper introduces a robust streaming probing objective that requires multiple evidence tokens to support a prediction, significantly improving the detection of harmful intent in LLMs, especially in sensitive CBRN domains.
Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet
The paper demonstrates that sparse autoencoders can successfully extract a large set of interpretable, causally influential features from the production-scale Claude 3 Sonnet language model.
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Papers
cs.AIRecentMay 28, 2026
Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet
Adly Templeton, Tom Conerly, Jonathan Marcus, Jack Lindsey +22 more
The paper demonstrates that sparse autoencoders can successfully extract a large set of interpretable, causally influential features from the production-scale Claude 3 Sonnet language model.
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cs.CLcs.CRRecentApr 16, 2026