Back to Articles

Built for the AMD Developer Hackathon · Trained on a single AMD Instinct MI300X · Apache 2.0

Why this matters

Frontier models are very good at very many things. They are also expensive to call, ship every prompt off to someone else's datacenter, and are explicitly trained to refuse the messy edge cases a real defender lives in incident write-ups, attacker-grade payloads found in your own logs, vulnerability disclosure drafts.

Defensive cybersecurity is not a place where any of those tradeoffs are acceptable.