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Two Uncertainties Are Not One: Disagreement versus Decision-Risk in Cheap Structured Content Moderation

arXiv:2610.33258v1 Announce Type: new Abstract: Content moderation compresses a graded, contested human judgment into a binary act (leave up / take down) over billions of items, at a scale where running a frontier LLM on every post is uneconomical. A new class of frozen "System One" models returns…

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  1. 2026-10-27 04:00 · arXiv cs.CL
    Two Uncertainties Are Not One: Disagreement versus Decision-Risk in Cheap Structured Content Moderation

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