A thinking partner that accelerates kernel vulnerability analysis and exploitation reasoning.

First: what would this AI do?

There are a few serious directions you could take:

1. Exploit reasoning assistant (high-value)

An AI that:

• Reads kernel code (Linux, drivers, modules)

• Identifies potential vulnerability patterns (UAF, race conditions, integer overflows)

• Explains why something is exploitable

• Suggests exploitation strategies (heap feng shui, primitives, etc.)

👉 This is extremely valuable because:
Most tools find bugs. Very few help you reason about exploitation paths.