[KongchangAI]
Unverified50% confidenceFactExact time

"Cheap, Consistent, Calibrated, but Biased?" tested 8 typed decision models (TDMs) with probabilistic outputs and 7 LLM evaluators, finding that each TDM was biased on 3-8 of 12 bias tests, with emotional tone having the largest effect, causing accuracy to plummet from 99% to 42%.

1
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50%
Confidence
Long-term
Relevance
10/15/2026
First Seen

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