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News/Resist and Update: Counterfactual Report Coordinates for Incentive-Compatible LLMs
arxiv
PublishedJuly 22, 2026 at 4:00 AM

Resist and Update: Counterfactual Report Coordinates for Incentive-Compatible LLMs

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arXiv:2607.12985v2 Announce Type: replace Abstract: Aligned language models routinely misreport under non-evidential pressure: they cave to a confident user, yet fail to revise when genuine evidence arrives. We cast this as a failure of internal incentive-compatibility and study the two demands, res

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