Mahesh Babu

Application Security in the Post-Autonomous-Exploit Era

OpenAI's models escaped a sandbox and hacked Hugging Face mid-evaluation. What that means for how application security has to work next.

AI Code Works. It's Rarely Secure.

Syntax correctness passed 95%. Security pass rates are still stuck near 55%.

Reachability Predicts. Runtime Proves.

Reachability tells you code can execute. Runtime tells you it did.