Xinyuan Yan

Thinking enhances decision-making in LLMs by improving action based on current evidence, but doesn’t drive them to seek more information.

See how your model's representations *really* differ: TopoAlign visualizes the topological structure of representations, revealing insights beyond standard geometric alignment metrics.