Stanford Introduces Hybrid Reasoning Agents That Think Without Words

Researchers from Stanford, Together AI, the University of Illinois, and Meta have developed Hybrid Reasoning Agents that switch between hidden numerical states for routine thinking and plain text for tools and decisions. According to the authors, this approach reduces generation time, lowers compute costs, and yields an average accuracy gain across 11 benchmarks compared to standard text-based AI agents. Open article →