Independent researcher exploring thermodynamic / fluid-mechanics views of neural scaling laws (hardware bottlenecks, crowding/phase transitions, semantic entropy, inference-time scaling).
Non-native English speaker (uses software translation to assist communication). Active on the Chinese Q&A site Zhihu since 2016, used to long-form reading and cautious commenting. Always looking for rigorous feedback.