
The AI Security Control That Never Failed | Prompt to Prod - with Vince Ovando
Vince Ovando thinks prompt injection isn't a real vulnerability — and he has millions of inference calls to back up why the industry's favourite defences aren't the ones that work.
In this episode Vince breaks down harness engineering: why the model you pick matters far less than the code you wrap around it, why most problems should be solved with deterministic code before an LLM ever gets involved, and how grammar constrained decoding made every one of millions of test calls safe. We get into positive vs. negative security models, why he tests AI without running the model at all, agent…
The skinny
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