Great reframing of security from gate to engine. The simulation point is what really matters though becuase it shifts validation from post-deployment firefighting to pre-deployment confidence building. I've seen teams struggle with customer-facing AI where the simulation layer was an afterthought and they ended up with response drift nobody caught until production. Running those adversarial testcases upfront is the difference between controlled deployment and hoping for teh best.
Great reframing of security from gate to engine. The simulation point is what really matters though becuase it shifts validation from post-deployment firefighting to pre-deployment confidence building. I've seen teams struggle with customer-facing AI where the simulation layer was an afterthought and they ended up with response drift nobody caught until production. Running those adversarial testcases upfront is the difference between controlled deployment and hoping for teh best.
Agreed! Thanks for sharing