# Together AI releases hybrid reasoning agents

> AI researchers launch agents that shift reasoning out of text.
- Title: Together AI releases hybrid reasoning agents · RuntimeWire
- Summary: AI researchers launch agents that shift reasoning out of text. Together AI researchers released HybridAgent, a system that lets language-model agents reason…
- Keywords: together ai, hybridagent, arxiv, language model agents, reasoning, tool access, text generation, technology, Together, releases, hybrid, agents
- Source: RuntimeWire — https://runtimewire.com/article/together-ai-hybrid-reasoning-agents
- Author: RuntimeWire
- Published: 2026-10-18T23:53:34.507+00:00
- Read time: 1 min
- Topics: together ai, hybridagent, arxiv, language model agents, reasoning, tool access, text generation, technology, ai
## Together AI researchers
Together AI researchers led by Jiaru Zou released HybridAgent, a system that lets language-model agents reason in continuous latent space and switch back to text when they need to use tools or deliver an answer.
## HybridAgent performance
In a paper submitted to arXiv on October 13th, the authors report fewer text tokens and faster inference than their tested baselines across 11 benchmarks.
## Cost estimates
HybridAgent tests whether agents can keep tool access while moving some reasoning out of token-by-token text generation. Its cost estimates exclude prompt processing and external tools, so they do not establish production economics.
## Key takeaway

Together AI researchers released HybridAgent, a system that lets language-model agents reason in continuous latent space and switch back to text when using tools.