Your patch cycle runs in weeks. Breakout time is 29 minutes. Average time to isolation is 8 hours. Frontier AI will shrink breakout time further.

An honest read on attacker capability: Anthropic's newest model wrote 181 working exploits on a benchmark where the previous generation managed two. And this capability isn't staying behind a vendor's safety policy - Moonshot's Kimi and Alibaba's Qwen are open-weight, downloadable, tunable, and now months rather than years behind the frontier. There is no access control to revoke.

If flaws are exploited before patches ship and the tooling can't be gated, what holds? We walk the two layers that work when prevention fails, and how to prove they do.

Key Takeaways:

· The open and closed AI model threat landscape: what's out there, and what should concern you

· The clock didn’t start at detection; it started when it landed

· How AI alert suppression leads to the one attach that breaches you

· AI trust: how to mitigate the risks of AI defenses

Session Presented by: