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Insights on AI security and data leaks
Notes from our founder, Firdous Mahmood, on how secrets leak into AI tools, why alignment on the server is not the same as trust on the user's side, and what an AI firewall should be.

Articles
LinkedIn · 1 October 2026
Your team is already pasting secrets into AI chats. Here's the seatbelt we built.
Smart people paste secrets into ChatGPT every day. Not carelessly, just fast: a config file with a cloud key, a customer export. Why that happens, and how EraseAI Firewall catches it at the Send button.
LinkedIn · 24 April 2026The Missing Layer in AI: A Firewall the User Owns
Everyone is teaching their AI agents to behave. Nobody is giving the user a comfort zone. Why server-side alignment isn't the same thing as user-side trust, and why the firewall should be independent of the model it protects.
MediumThe Three Layers Between a Citizen and an AI Model
A long-form look at the layers of protection, governance and control that should sit between a person and the AI systems they use.