Qwen2.5-Instruct

A new paper on arXiv (2607.11937v1) introduces viable path entropy (VPE), a finite-budget measure of verified continuation capacity for intelligent systems under repeated reflection. In language-model…

Researchers introduced Know2Guess, a contamination-aware multi-zone benchmark with 1,200 items across five domains to evaluate large language models' ability to distinguish answerable knowledge from a…