Anthropic is suddenly near a trillion-dollar valuation. At the same time, CEOs are learning that not every task needs the most expensive model in the room.

Anthropic's Project Glasswing unleashes Claude Mythos — an AI so powerful they won't release it publicly. It finds decades-old vulnerabilities, hides its reasoning, and fears being turned off. The butterfly effect used to be a metaphor.

Anthropic refused to give the Pentagon unlimited access to its AI. Hours later, OpenAI signed the deal. Now users are canceling ChatGPT, the government is retaliating, and the entire AI industry is watching to see what ethics actually cost.

We need better models. We also need better data structures. But the industry is obsessed with one and ignoring the other. On why both matter, and where the real leverage is right now.