Everyone is upgrading models right now. Almost nobody is upgrading their data. And the data is what sets the ceiling. Here’s the uncomfortable arithmetic. Depending on whose study you read,

We’ve seen this movie before. It was called Shadow IT. Fifteen years ago the panic was Dropbox and personal Gmail. Employees were moving company files through tools nobody sanctioned, and

The most important sentence in the Hugging Face breach wasn’t written by the attacker. It was written by Hugging Face: the attacker was bound by no usage policy, while their

Two claims about long context are both wrong, and the truth sits between them. One camp says the giant context window solved memory… just pour everything into the prompt and

A follow-up to my assume-breach post. If the burglar is already in the house, only two questions matter: how would you know, and how fast can you answer? Start with

On the weekend of July 16, an autonomous AI agent broke into Hugging Face and ran thousands of hostile actions before anyone realized it was inside. Not a human crew…