The gist is down the page. I believe the assertion is sound and is worthy of consideration.
Here’s the thing: Grok didn’t say anything. Grok didn’t
blame anyone. Grok didn’t apologize. Grok can’t do any
of these things, because Grok is not a sentient entity
capable of speech acts, blame assignment, or remorse.
What actually happened is that a user prompted Grok to generate
text about the incident. The chatbot then produced a word sequence
that pattern-matched to what an apology might sound like, because
that’s what large language models do. They predict statistically
likely next tokens based on their training data.
When you ask an LLM to write an apology, it writes something that
looks like an apology. That’s not the same as actually apologizing.
I think when people say "the car says it's low on petrol" they understand the car probably didn't talk but a petrol gauge caused it to display some message. I don't know if you have to police language if people understand what's going on.
At least with LLMs it's not too hard to figure what's going on, unlike certain politicians.
This is to be expected here, unfortunately. Any article that reveals anything bad about a Musk-run company will get instantly flagged. Sometimes the mods will show up and correct it, but by then the damage is done--the article has been wiped off the front page and it's Mission Accomplished for the flaggers.
It's 50-80% because they are RLHFed into talking with "I". This was far less of an issue when it was just GPT-3 in a completion UI. But people find LLMs trained to produce text that looks like it's coming from a personality to be more compelling: ChatGPT is when the tech exploded into popularity.
LLMs that aren't chat tuned are just not as easy to anthropomorphize.
My own minor attempt to hold back this tide involves urging everyone to imagine LLM exchanges a theater-play script document. The character's lines are not the author.
Just imagine how different all this would be if every prompt contained something to make the character(s) obviously fictional, ex: "You are Count Dracula, dread lord of the night, and a visitor has the following question..."
We hopefully wouldn't see mindless reports that "vampires are real now" or "Draculabot has developed coping mechanisms for the dark thirst, agrees to try tomato juice."
I don't see how that does not considering that base models never refer to themselves as "I" and most of the modern instruct ones do. I can foresee the objection, that there's still a distinction between an author and a script, but for instruct models at this point it seems no different than author intentionally lying when talking about themselves.
The blame attaches to the corporation that trained the "I" outputs into the model. Chat-tuned LLMs are mostly finetuned to roleplay as a friendly assistant at all times. This isn't exactly a lie- the models are really being designed to be helpful assistants- but the side-effect is that they also present as coherent personalities when they aren't.
When a model outputs stuff like "I am FooGPT, a friendly chatbot" it is roleplaying just as much as when it's outputting stuff like "Hello, my name is Abraham Lincoln, I was the 16th President of the United States."
Right, there's a pervasive issue here that involves illusions and assumptions coming from the minds of the humans perceiving everything.
It's like that meme where people are asked how a mirror "knows" what object is being held when a piece of opaque paper is placed in between the object and the nearest mirror surface.
Both are genuinely useful, but with mirrors we've built an accepted body of knowledge and authority, telling people to distrust their intuition and analyze it as light-paths.
LLMs are another kind of reflection—of languages—but the same guardrails aren't established, and some people have a rather strong profit motive to encourage consumers and investors to fall for the illusions.
I really wish I could use custom products w/ RLHF turned off. I know that's not how it works, but the stupid marketing copy speak makes me use them less
That's sort of my thought too. Grok can't apologize, but it also can't do anything without being told. A hammer can't apologize, but it also doesn't know the difference between hitting a nail or a person. Perhaps we could design a hammer that does less harm to a human but if it comes at the cost of being a worse hammer I don't want it
> Grok can't apologize, but it also can't do anything without being told.
If you mean being told by the end user, this famously hasn't been the case. Dialing back the only restriction was enough for Grok to create nsfw material (w/o any request to create that).
[Grok] didn’t hesitate to spit out fully uncensored topless
videos of Taylor Swift the very first time I used it
without me even specifically asking the bot to take her clothes off.
He turned on spicy mode, which was the NSFW image generator. As far as I can tell, it's back to producing "spicy" pics but won't produce genitals/actual nudity, what the user was describing seems to have been a now-patched bug where it was generating actual nudity in spicy mode
strangers were replying to women’s photos and asking Grok, the platform’s built-in AI chatbot, to “remove her clothes” or “put her in a bikini.” And Grok was doing it. Publicly. In the replies. For everyone to see.
Wow. Thats some really creepy behavior people are choosing to show off publicly.
Grok needs some tighter gaurdrails to prevent abuse.
I am really grateful I have a basic understanding of 1) how LLMs work, & 2) zero trust in tech marketing/branding. I would be a lot more afraid of the future otherwise. Its not surprising to me at all that people believe AI models are sentient and capable of apologies.
The real reason is because LLMs are a highly nuanced and technical topic that has been constantly evolving, but any attempt to suggest that LLMs require nuance is met with accusations of AI boosterism and are subsequently ignored. So journalists tend to go with Occam's Razor.
I have tried to offer corrections to incorrect headlines and technical information about LLMs over the past few years but have stopped because I don't have the bandwidth to deal with the "so you support the plagiarism machine" comments every time.