In 2023, GPT-3 found 213 security flaws by scanning files one at a time. In 2026, Claude Mythos Preview finds thousands of zero-days in every major operating system, autonomously. The distance between those two data points should keep you up at night.
Read the Full Essay →A detailed walkthrough of quantization data types, symmetric vs affine methods, scaling algorithms, and the trade-offs nobody tells you about until your model accuracy falls off a cliff.
A monthly reflection on on-device ML, design, and the intersection of the two. No spam, just high-density thought.
