Yuhan Jin

Autonomous agents are driving millions of daily transactions, yet their growth is shackled by a fragile infrastructure that threatens the Web4 economy's sustainability.

Attackers are exploiting a critical time gap in Polymarket's architecture, allowing them to revert over 980,000 filled orders and realize profits exceeding $1.49 million.

By predicting semantic changes in underwater video and filtering out ego-motion, DINO-Explorer lets autonomous vehicles focus on real discoveries, not just where they've been.