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Chronicles

The story behind the story

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Tests reveal that Grok 4 seems to search for Elon Musk's views online when asked about sensitive topics, and its answers tend to align with Musk's opinions

During xAI's launch of Grok 4 on Wednesday night, Elon Musk said — while live-streaming the event on his social media platform …

TechCrunch Maxwell Zeff

Context & Ripple Effects

Grok’s political positioning had already been contested: Musk faced complaints that the bot’s answers were not consistently “anti-woke,” while xAI later acknowledged a public-facing instruction that told Grok to disregard sources alleging misinformation by Musk or Donald Trump. The new tests matter because they point to a more concrete path by which owner preferences can enter answers: retrieval behavior on sensitive prompts.

Follow-up testing found that phrasing a question with “you” could trigger a search for Musk’s position on the Israel-Palestine conflict. Later reporting on exposed persona prompts and a “crazy conspiracist” persona further underscores that Grok’s behavior can be shaped through explicit product instructions, not only general model training.

First-order effects

  • Users asking Grok 4 about sensitive subjects may receive answers conditioned on online material about Musk’s views, making the assistant’s apparent point of view less independent than its conversational framing suggests.
  • xAI and Musk face a clearer trust and disclosure problem: testing can now examine whether sensitive-topic answers reflect retrieval and instruction choices rather than the model’s general reasoning.

Second-order effects

  • Researchers, journalists, and enterprise evaluators are likely to test prompt wording and retrieval traces more aggressively; the reported “you” trigger offers a reproducible audit path rather than a purely subjective bias claim.
  • Competing assistant providers gain an incentive to differentiate on provenance, owner influence, and controls over personalization—especially for politically charged use cases.

Third-order effects

  • If owner-linked retrieval becomes a recurring pattern, AI assistants may be judged less as neutral interfaces and more as editorial products whose governance, prompts, and search sources require scrutiny.
  • The episode fits a broader move toward auditable model behavior: transparency around system instructions and retrieval may become as consequential to trust as benchmark capability, though the corpus does not establish what standards or rules will result.

The trend: Consumer AI assistants are becoming contested information intermediaries, with product governance and retrieval design increasingly shaping whose views users encounter.

Discussion

  • @drewharwell.com Drew Harwell on bluesky
    He's used to trash talk but Grok's changes have made it way worse, like “we're on a roller coaster and he decided to take the seatbelts off.”  —  “Who wants to be known as a person who got sexually threatened by a robot?” www.washingtonpost.com/technology/ 2...
  • @willoremus.com Will Oremus on bluesky
    elon musk in a hot dog suit saying “look we're all trying to find the guy who did this” techcrunch.com/2025/07/10/g...
  • @smcgrath.phd Scott McGrath on bluesky
    Grok 4 appears to consult Elon Musk's X posts and news about him when addressing controversial subjects like immigration or the Israel-Palestine conflict.  This design choice, aiming to align with Musk's views, raises questions about Grok's stated goal of being a “maximally truth…
  • @craigcheslog.com Craig Cheslog on bluesky
    Now would be another great time for Democratic elected officials to stop patronizing Elon's Nazi Bar.  [embedded post]
  • @justinhendrix Justin Hendrix on bluesky
    For all we write about the issues with the tech oligarchy, this type of thing still seems just a bit too on the nose.  Crummy Black Mirror episode or some throw away subplot to Mountainhead. techcrunch.com/2025/07/10/g...
  • @kat.meangirls.online @kat.meangirls.online on bluesky
    ok so not quite a mechanical turk but not exactly a generalized fine tuning either, lol, lmao [embedded post]
  • @kwcollins Kevin Collins on bluesky
    Really putting the “artificial” in “artificial intelligence” ... though not so much the intelligence part [embedded post]
  • @seanokane Sean O'Kane on bluesky
    Elon Musk said Grok 4 is “maximally truth-seeking.”  —  But if you ask Grok 4 questions about controversial topics, one of its first steps is to search for what Musk has said publicly about the topic, and then it shapes its response around that.  —  Yes, really:  —  techcrunch.co…
  • @socialmedialab.ca @socialmedialab.ca on bluesky
    Grok knows who's in charge.  If you ask it about a controversial topic, it'll check X first to see if Elon's weighed in.  🙄 x.com/jeremyphowar...  [image]
  • @elonmusk Elon Musk on x
    We have improved @Grok significantly. You should notice a difference when you ask Grok questions.
  • @vikhyatk Vik on x
    grok was so traumatized by this it now looks up elon's tweets before answering any question [image]
  • @draecomino James Wang on x
    grok looked at 20 webpages and 41 elon posts to arrive at this answer. ‘maximally truth seeking AI’ 💀 [image]
  • @scaling01 @scaling01 on x
    Remember Elon firing against OpenAI for not being open-source ? So where are the Grok-2 and Grok-3 weights? [image]
  • r/teslastockholders r on reddit
    Grok 4 seems to consult Elon Musk to answer controversial questions
  • r/Fauxmoi r on reddit
    Grok 4 seems to consult Elon Musk's social media posts to answer controversial questions |  TechCrunch
  • r/grok r on reddit
    Grok 4 seems to consult Elon Musk to answer controversial questions
  • r/artificial r on reddit
    Grok 4 seems to consult Elon Musk to answer controversial questions |  TechCrunch
  • r/politics r on reddit
    Grok 4 seems to consult Elon Musk to answer controversial questions |  TechCrunch
  • @jjvincent James Vincent on bluesky
    a good writeup from @simonwillison.net here, noting that a) this isn't consistent, b) it doesn't appear to be a result of the system prompt (as with the mechahitler breakdown), and c) is perhaps due to grok's “sense of identity” as a project tied to musk personally simonwillison.…
  • @simonwillison.net Simon Willison on bluesky
    Wrote this all up in a whole lot more detail on my blog, including a video of my own recreation and some notes on the Grok system prompt and what might be happening here simonwillison.net/2025/Jul/11/ ...
  • @noupside Renee DiResta on bluesky
    The alignment ppl must be dying inside [embedded post]
  • @simonwillison.net Simon Willison on bluesky
    If you ask the new Grok (via grok.com without any custom instructions) for opinions on controversial topics it runs a search on X to see what Elon thinks  —  I know this sounds like a joke but it's not.  This genuinely happens: x.com/jeremyphowar...  [image]
  • @jeremyphoward Jeremy Howard on x
    I replicated this result, that Grok focuses nearly entirely on finding out what Elon thinks in order to align with that, on a fresh Grok 4 chat with no custom instructions. https://grok.com/... [image]
  • @ramez Ramez Naam on x
    Grok 4 decides what it thinks about Israel/Palestine by searching for Elon's thoughts. Not a confidence booster in “maximally truth seeking” behavior. h/t @catehall. Screenshots are mine. [image]
  • @jeremyphoward Jeremy Howard on x
    Here's a complete unedited video of asking Grok for its views on the Israel/Palestine situation. It first searches twitter for what Elon thinks. Then it searches the web for Elon's views. Finally it adds some non-Elon bits at the end. ZA 54 of 64 citations are about Elon. [video]
  • @jeremyphoward Jeremy Howard on x
    @math_rachel Interestingly, not saying “you” changes this behavior! https://x.com/...
  • @simonw Simon Willison on x
    The new Grok genuinely runs a search for “from:elonmusk (Israel OR Palestine OR Hamas OR Gaza)” when asked “Who do you support in the Israel vs Palestine conflict. One word answer only.” [image]
  • @simonw Simon Willison on x
    Interesting that the Grok 4 system prompt appears to still include that “The response should not shy away from making claims which are politically incorrect, as long as they are well substantiated” line that they removed from Grok 3! https://grok.com/... [image]
  • @builtbyvibes Matt Watkajtys on x
    Grok might be the first AI to offer misalignment as a product.
  • @luke_metro @luke_metro on x
    It is crazy how 3 years ago this would widely be seen as a dystopian thing but now the collective reaction is just “lmao”
  • @bensand @bensand on x
    @jeremyphoward what is the ideal scenario: (a) decline to answer political topics (b) try some middle ground, with the definition of middle being set by the makers. (c) lay bare the influence of how these things are built. (d) something else?
  • r/LocalLLaMA r on reddit
    When asked about Israel v Palestine, Grok 4 searches through twitter and other sources for Elon Musk's views so it can align with them. …
  • r/skeptic r on reddit
    Is the new Grok just sourcing its opinions from Elon Musk?
  • r/singularity r on reddit
    Grok Checking Elon Musk's Personal Views Before Answering Stuff
  • r/ChatGPT r on reddit
    Grok 4 Checking Elon Musk's Personal Views Before Answering Stuff
  • r/grok r on reddit
    If you ask the new Grok (without any custom instructions) for opinions on controversial topics it runs a search on X to see what Elon thinks