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Spontaneous Verbal Evidence Synthesis in Large Language Models

The study examines how large language models process and synthesize information containing confidence markers such as 'definitely,' 'likely,' and 'probably.' The author proposes the hypothesis that models may combine adjective evaluations weighted by confidence scores to make decisions.

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PublishedOctober 18, 2026Pranjal Garg
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WHY IT MAY MATTER

The research may help in understanding how models process uncertain information and how they can be tuned for more accurate evidence synthesis.

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