{"node":{"id":22810,"uuid":"d4b57340-e934-4021-a8ff-738f85d2b0ce","title":"From Answers to Interpretations: Rethinking Ambiguity-Induced Aleatoric Uncertainty Estimation in LLMs","url":"https:\/\/xmt.pub\/node\/22810","created":1788759018},"trust_level":"l0_aggregate","publisher":null,"source_url":"https:\/\/arxiv.org\/abs\/2609.04543","provenance":{"algorithm":"sha256(source_url|publisher_id|created)","stored":"f25b4fb40fb698d3ec8c75146a2bcc73160857cb52602eb458eed587f6a2b9f4","expected":"f25b4fb40fb698d3ec8c75146a2bcc73160857cb52602eb458eed587f6a2b9f4","status":"verified"}}