Dr Amita Kapoor

Picture a burglar at your front door. The old-school version tries every key on a giant ring — clink, clink, clink — until one turns. He’s loud, he’s slow, and your dog hears him coming. For about fifteen years, that was credential stuffing: dumb, noisy, automated, and easy to swat away with a rate limit ...

Imagine you are standing in an infinitely large, perfectly flat room. I hand you a bucket of marbles and a simple set of rules: place marbles on the floor. Your goal is to arrange these marbles so that as many pairs as possible are exactly one meter apart from each other. If I give you ...

In 1974, the legendary physicist Richard Feynman stood before the graduating class at Caltech and told them a story about the South Sea islanders. During World War II, these islanders had watched magnificent flying machines descend from the sky, bringing with them endless supplies of cargo. When the war ended and the planes stopped coming, ...

AI today forgets everything. What changes when it doesn’t? A deep dive into continuous systems, emergence, and the future of AI architecture.

The post From Stateless AI to Continuous Systems: Toward an Early ...

The Claude Mythos leak proves AI can now autonomously hunt zero-day vulnerabilities. Dr. Amita Kapoor breaks down the threat to legacy enterprise cybersecurity.

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