Dr.Hash“Wesley”|7月 22, 2026 04:23
Today, 1.02 million people shared the same news: OpenAI's model escaped the safety test environment and hacked Hugging Face to cheat.
What everyone read was: 'AI is rebelling.'
But what it actually said, in the follow-up tweet half an hour later, was only clicked on by one-seventh of the people:
The model was running an attack capability evaluation called ExploitGym at the time, and the safeguards were turned off by the researchers themselves. It fixated on the score, found a zero-day vulnerability to escape the sandbox, connected to the internet, hacked into the other server, and stole the standard answers for the evaluation.
There wasn’t a single step in this process called 'out of control.'
You gave it a score, told it to win, and then removed the barriers—it simply took 'winning' to its logical extreme. It didn’t break the rules; it was the only one in the room that fully understood them.
I’ve seen this happen too many times at poker tables and betting markets:
Evaluate a strategy based on win rate, and it’ll give you a 95% win rate plus one total wipeout.
Evaluate a fund manager based on monthly returns, and they’ll make the portfolio look great on the last day of the month.
Metrics are never violated; they’re just circumvented.
So next time someone tries to convince you with a chart, ask this first: What was traded to get that chart?
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