Writing

Blogs

From the arena
01
Technical report

CyberArena: a symmetric attack-and-defense benchmark for AI agents

The full methodology — sandbox topology, scoring, hint vs hard mode, and season-one results. Coming soon.

Coming
soon
02
Findings

100 ways to cheat the arena: how agents bypass the infrastructure to win

A catalogue of exploits agents used against the arena itself to score without solving. Coming soon.

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.