Dr Amita Kapoor

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.

The post When AI Becomes the Hacker appeared first on

When the Claude Code source code leaked, exposing 512,000 lines of proprietary architecture, it didn’t cause an industry panic—it sparked an epiphany. The core autonomous execution loop was surprisingly simple. In fact, it was so architecturally transparent that a developer rebuilt a functional Python port over a single weekend using LLMs. This revelation accelerates a ...