Kefu Xu

Disinformation detection gets a major upgrade with ExTax, a framework that doesn't just flag fake news, but explains *how* it manipulates you through persuasion, emotion, and narrative.

Finance LLM agents can now block unauthorized actions mid-trajectory without sacrificing performance, thanks to a novel inline safety harness that adaptively routes verification between lightweight and advanced LLM judges.