HybridAgents architecture reduces token usage by 55% and increases inference speed

HybridAgents dynamically switch between latent reasoning and text-based interaction via a lightweight HybridLink module. This unified generation process maintains a continuous working memory to preserve context while achieving 2.6x faster inference and 35–55% fewer tokens compared to text-only reasoning agents.