ENTITY
Dharshan Kumaran
Dharshan Kumaran
PulseAugur coverage of Dharshan Kumaran — every cluster mentioning Dharshan Kumaran across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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LLM confidence reports signal commitment, not correctness, study finds
A new research paper suggests that the confidence levels reported by large language models (LLMs) are better indicators of their willingness to commit to an answer rather than their actual correctness. The study, which …
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LLMs use internal confidence signals to detect and correct errors
Researchers have investigated how large language models can identify and correct their own mistakes without external input, drawing parallels to second-order confidence models in decision neuroscience. Their findings su…