Chak Tou Leong

Rigid geometric compression can collapse reasoning space, while generative reconstruction preserves semantic integrity and enhances reasoning accuracy.

OPD's unique update geometry reveals that it operates in a low-dimensional channel, fundamentally altering our understanding of model training dynamics.

LLMs struggle to grasp the nuances of cross-cultural aesthetic stylistics, often mistaking surface-level linguistic features for genuine cultural understanding.

Active belief intervention can drastically improve embodied agents' decision-making by overcoming the pitfalls of belief inertia.