Hybrid Reasoning Agents
Summary
Hybrid Reasoning Agents propose a framework to switch between latent reasoning and text-based interaction, enabling tool access and improving transparency. The work introduces HybridLink, HybridSFT, and HybridRL, and reports improvements including 10.4% performance gains, 35.5%-54.7% token reductions, 1.8x-2.6x faster inference, and 2.7x-3.7x cost savings across benchmarks.