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Signal Detection Theory

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08:55
2026-07-15
machinebrief.com
artificial-intelligence

AI Confidence: Why Precision Doesn't Always Equal Awareness

A study applying Signal Detection Theory to four AI models—Llama-3-8B-Instruct, Mistral-7B-Instruct-v0.3, Llama-3-8B-Base, and Gemma-2-9B-Instruct—across 224,000 factual QA trials found that models va…

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