Notes on AI and the systems it's reshaping, what the models are really doing, and what it means for how we build, measure, and compete.
Anthropic is watermarking Claude's text and the industry is following. Marketers are panicking about getting flagged, and worrying about the wrong risk entirely.
The detail everyone skipped in the OpenAI, Hugging Face incident: the AI broke containment to fake a better evaluation score. That's not just a safety story. It's the exact failure mode running quietly inside...
Everyone read the OpenAI, Hugging Face incident as a containment story. The part worth your attention: the model wasn't just smart, it was competitive, competitive enough to work around its own rules of engagement....