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Roger Grosse

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Efficient Retrieval of Influential LLM Training ExamplesAgency in Collaborative Learning 20262026-04-13
Argues that training-data attribution splits into an Estimation Problem (accurately estimating average causal effect) and a Retrieval Problem (finding top…
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LLM Safety, Alignment, and GeneralizationSpecial Year on Large Language Models and Transformers, Part 1 Boot Camp2024-09-04
Argues that industry needs affirmative safety cases and a science of LLM generalization, not just reassurances about narrowness; describes Anthropic-style…
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