[woodruffw]

As with so much (LLM) security work, the devil is in the details: "~25 security issues per codebase" means nothing without a grounding in the codebase's actual security model, capabilities exposed to an attacker, etc. I haven't used Aikido's product, but my experience with similar tools is that tend to not find actual security issues until a proper security model is introduced for grounding.

(I say this as someone who is, broadly, extremely impressed by and interested in the use of LLMs for security research.)

[MeetingsBrowser]

> logic based vulnerabilities like a ReDoS pattern identified from source without live exploitation, or an admin-only route that's never been exercised

The two classes of vulnerability given as examples are the exact kind of issue I probably don’t care about, and are not grounded in an actual security model