All that is under the Sun
There is a lovely moment in Arthur C. Clarke’s fiction where a machine does something so far beyond expectation that the humans watching it stop asking how fast and start asking how. I had that moment in July 2026 when Moonshot AI shipped Kimi K3: a 2.8-trillion-parameter open-weight model, the largest ever released to the …
The Feynman Test for Not Fooling Yourself About Test-Set Accuracy “The first principle is that you must not fool yourself — and you are the easiest person to fool.” — Richard Feynman I keep Feynman’s line taped, metaphorically, to the inside of every model I train. Because here is the uncomfortable truth about that beautiful …
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 …
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.
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 …