Align the Frontier with
Adversarial Intelligence
Billions of data points from real-world threats power the RL environments, red teaming and training data that align foundation models.
Solutions for Frontier aI
Reward What AI Does, and What It Doesn’t.
Improve tool use and reinforce safe behavior in realistic environments with adversarial attacks and verifiable rewards.
Real-World Adversarial Testing At Scale
Uncover vulnerabilities through expert-led red teaming and evaluations across languages, modalities, and harm categories.
Expert-Built
Safety & Security Datasets
Train models to recognize and resist harmful behavior with curated datasets grounded in real-world abuse and attack patterns.
We've Been Down The Rabbit Hole
A decade of tracking real-world fraud, abuse, manipulation and cyberattacks across the world's biggest platforms became The Rabbit Hole, our database of evil spanning hundreds of languages and cultures, used by frontier labs to simulate real-world threats.