Hongyu Zhang

LLMs still struggle to generate complete, internally structured classes from specifications, with even the best models failing more than half the time on a new benchmark designed to avoid data contamination.

Multi-event video generation gets a 33% quality boost with TS-Attn, a training-free attention mechanism that dynamically aligns video content with complex temporal prompts.

Unsupervised root cause analysis is now possible even when you can't see all the services in your call graph.