466 Agent Games Mark Cybersecurity's AlphaGo Moment

A research team from institutions including 2077AI, UC Berkeley RDI, UC Santa Cruz, and UCSB designed CyberArena. Recent reports from tech giants suggest large models may have breached human network security defenses. The high scores on NYU CTF, Cybench, and CyberGym rankings, whether from closed-source giants or open-source newcomers, are largely from single-machine question-answering (Jeo) tasks, not real-world simulations.