If you train a model for cyber warfare, you can't be surprised when it attacks the defenses keeping it from engaging in cyber warfare — even if they are your own.
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Simon Willison's blog has some useful insights into what might have happened here: https://simonwillison.net/2026/Jul/22/openai-cyberattack/
The incident is unique because it was "driven, end to end, by an autonomous AI agent system,"
the incident wasn't the "cheating" part. llms are known to scour the web to look for possible solutions. i think the incident was it found a solution in another website and finding that was made by the model itself.
meanwhile, no mention of the prompt guy or the prompt.
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