Anmol Kankariya

PoTRE: Test-Time Reasoning inspired by Cognitive Heterogeneity

Anmol Kankariya, Sercan Ö. Arık

While Large Language Models (LLMs) excel at many tasks, they frequently struggle with complex reasoning that requires long-horizon planning and iterative error correction. Furthermore, standard single-stream prompting proves brittle when models encounter novel abstractions or rig…Read more