Shang Zhu

Latent thoughts are now inspectable and tool-integrable, achieving 10.4% better performance with 3x faster inference and 70% fewer tokens than frontier LLM agents.

Over a quarter of tasks in popular AI benchmarks contain critical flaws that distort model evaluations, and this automated auditing framework can catch them.