Papers2

#Long-horizon reasoning

MemoBrain: Executive Memory as an Agentic Brain for Reasoning

Hongjin Qian, Zhao Cao et al.Jan 12arXiv

MemoBrain is like a helpful co-pilot for AI that keeps important thoughts neat and ready so the main thinker (the agent) doesn’t get overwhelmed.

#Executive memory#Tool-augmented agents#Context budget

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

Intermediate

Jingcheng Hu, Yinmin Zhang et al.Jan 9arXiv

PaCoRe is a way for AI to think in many parallel paths and then coordinate them, so it can use a lot more brainpower at test time without running out of context window space.

#Parallel Coordinated Reasoning#Test-time compute scaling#Message passing