Regarding OpenAI’s “hack” of Hugging Face: Seeding the “maybe our model is exhibiting self-awareness?” narrative to obliterate the “OpenAI is a negligent and potentially criminal actor” narrative is a reputation management move exclusive to this industry. Not a stunt, but a desperate need to control the narrative. https://www.reuters.com/business/its-ai-agent-spent-days-hacking-company-sources-say-openai-did-not-notice-week-2026-07-24/
First there is mystification. “It left notes for its future self” may just describe a “scratchpad,” which is what distinguished “reasoning” models from their predecessors in like… 2024. Here it sounds ominous because we have already been primed to place agency on the system.
But let’s look at that “Going Rogue” narrative: take note that “Hallucination” is used when an LLM produces confusing behavior for a lay user, but “went rogue” is used when the same kind of behavior is witnessed by the company that designed the model.
“Hallucinations” (getting a major fact wrong, for example) are never framed as signs of emergent self-awareness. To be framed that way, it has to happen when the engineer makes assumptions about how the model will operate, designs an environment based on that assumption — and the model operates differently.
That’s not a shift in the model’s behavior — it’s producing code and text, just as it ever does — it’s a shift in the human perspective and expectation of what it is *supposed* to do.
Then it becomes perceived as a “loss of control,” but this shift also ( *needlessly* ) shifts the locus of control to the model! We lose control of things without them “taking control” all the time. Building a narrative out of “we weren’t in control, so what was?” invites a kind of mystical fantasy to displace accountability.
@CyberneticForests To me a simpler framing is:
* An optimization goal function created a perverse incentive.
* The model under test exhibited unexpected (but not unprecedented) behavior by escaping the test sandbox
* Hugging Face was a bystander, were harmed, and filed a police report.
* These events may support some of OpenAI’s preferred narratives, but seem to go against others. On the whole OpenAI suffered mild reputational damage.
* This was not a conspiracy, a marketing stunt, or planned in advance.