Yun Dong

Execution-verified programmatic distillation allows smaller models to outperform larger ones in financial reasoning tasks, achieving remarkable accuracy through reliable numerical computation.

Google's SynthID-Text, a state-of-the-art LLM watermarking system, can be broken by a layer inflation attack, revealing vulnerabilities in its mean score detection method.