教程 / 实战普通
An 8B Agent That Thinks Without Writing Tokens Beats GPT-5.6 Luna on GAIA. Not on HLE
内容摘要
HybridAgent reasons partly in hidden states, then acts in text. Open weights, MIT. The wins are real, so are losses, and your traces can't read its thoughts.