04:00
2026-07-23
machinebrief.com
artificial-intelligence
PoTRE: Test-Time Reasoning inspired by Cognitive Heterogeneity
Researchers introduced PoTRE (Poly-Topological Reasoning Ensembles), a heterogeneous framework that decouples inference into four agents to improve complex reasoning in large language models. PoTRE ac…