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Notes -
Anyone who's spent time working with LLMs know they hallucinate, but it's not just "making up random things." They usually make things up in a very specific way: namely, in response to how they are prompted.
For example, that Tweet in which Grok claims that Elon personally "dialed down its woke filters." This is extremely unlikely for multiple reasons. While I admit I wouldn't put it past Elon to actually write code and push it to production live on X, I still doubt it. LLMs will very often make claims about their ability to "clear their memory," "update themselves," "do a search," or read documents that they are literally incapable of doing, because their inherent "helpfulness" leads them to tell you they can do things they can't because you prompted them with the idea.
Leading to the second point: that prompt change, if real, probably is the culprit, and I'm surprised that even if the goal was to "take off woke filters" that experienced prompt engineers would not foresee the problem. "Politically incorrect" has a specific valence in public discourse of the last couple of generations, and that's how an LLM will associate it- not with "being more interested in the truth than political sensibilities" but with the very specific sort of edgy contrarian who likes to spout "politically incorrect" opinions. Unsurprising that this resulted in making it easier to prompt Grok to spout off about Jews or write Will Stancil-Somali rape-smut.
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