phoenixrecruit
Re:Toward Guarantees for Clinical Reasoning in Vision Language Models
on Sunday March 01, 2026 @10:05PM (#47213378)
nice work!I know about your work, similar to this: https://arxiv.org/abs/2601.20055 and https://github.com/DebarghaG/proofofthought
Re:Verge: Formal Refinement and Guidance Engine for Verifiable LLM Rea...
on Thursday January 29, 2026 @12:32PM (#46813418)
how you made sure that your MCS feedback is actually used in next iteration?
Re:Grammars of Formal Uncertainty
on Saturday May 31, 2025 @02:32PM (#44146121)
Great breakdown—PCFG-based uncertainty metrics seem like exactly what we need to make LLM-SMT pipelines robust and reliable!