Hybrid Reasoning Agents: LLM agents that think in latent space, act through text
arxiv.orgallinonai
Hybrid Reasoning Agents is a framework enabling LLM agents to perform reasoning in latent space while executing actions through text. The approach combines internal non-textual reasoning with external text-based interactions, available as an open-source implementation.
Why it mattersThis technique could improve agent efficiency and reasoning quality by separating internal computation from external communication, allowing developers to build more capable autonomous systems without always exposing intermediate reasoning steps.
From the source: https://x.com/Jiaru_Zou/status/2110400256647340476 https://github.com/togethercomputer/HybridAgent https://huggingface.co/collections/togethercomputer/hybridag... Evaluations: https://arxiv.org/html/2610.18861v1#S5 Comments URL: https://news.ycombinator.com/item?id=50145337 Points: 131 # Comments:…Read at arxiv.org