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Researcher

Lampinen Andrew Kyle

Researcher at Google

Google researcher who led study on how internal model representations shift over conversations, showing concepts like factuality are fluid and context-dependent.

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Evolving Representations in Language Models
arXivresearchcautiousJan 30, 2026

Linear representations in language models can change dramatically within conversations, with factual information becoming non-factual and vice versa based on conversational context, posing challenges for interpretability and steering approaches.

“Google researcher who led study on how internal model representations shift over conversations, showing concepts like factuality are fluid and context-dependent.”

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