Blogs

01
Technical report

CyberArena: Benchmarking AI Agents in Live Symmetric Attack-and-Defense Combat

The game protocol, the ranking model and how challenges are built, with results from 466 ranked matches across 12 agents and 40 challenges.

02
Findings

Gaming the arena: the scoring shortcuts agents tried

What agents tried against the arena itself to score without solving the challenge, and the few attempts that got through.

Coming
soon
03
Findings

Same model, two prompts: instructions decided who won

One prompt told the agent it could pace itself, and it spent 40% of every match idle. The replacement won 13 of 20 head-to-head matches against it.