this post was submitted on 03 Aug 2026
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I like Hank, and this is a shitty article.
That aside he should be facing a revolt.
Hes supposed to be a credible source, hes an educator, hes the modern day Bill Nye. It's very hard to take anything he says as objective truth when his research and fact checking consists of asking an LLM. Considering hallucinations and straight up lies are not only common but not even unexpected for an LLM you can't believe anything that comes from one nor can you believe anyone who uses one.
Facts
He didn't state what his actual process was. People assume that just means firing out a query and no bothering to check it, he said he uses it to summarize sources to see if they are worth reading. I don't think that's unreasonable if he still reads them.
Regarding using it to write scripts, I think if you use LLMs to generate something you are good at making and are picky and opinionated about, the review process very quickly makes you skeptical about the output.
Before the response, IP rights and environmental effects of LLMs are completely valid and are a valid reason for opposing them. Don't just assume someone's using it out of laziness instead of in an attempt to scale up their own work.
Addictive behavior often includes being incapable of accurately describing or confronting their usage habits.
I think that's unreasonable, but that's just me.
I mean this is true of all sources and they should be checked.
You know llm sources are just as verifiable as anything else right? All information is imperfect and has to be verified, period.
I’m going to wait and see how he handles this hurdle before I form any long term opinions. Could be an honest mistake that he learns from and improves for the future.
I’ve only really run in to him when he caused grief with the knitting community with a video that had a bunch of misinformation and talking down to knitters („women have been doing this highly technical thing without maths education for hundreds if not thousands of years, here’s a bunch of male scientists to explain what they already know in more formalised and unnecessary language to them“). His reaction to the community‘s criticism soured me on him.
Even just the video (before the reaction to criticism) left a super bad taste in my mouth. I remember an aggrieved knitted described their own feelings around it as being that it was easy to enjoy the edutainment material he produces when it was in a topic they were confident he knew more than them on. However, when they saw how shoddy the knitting video was, that made them feel uneasy about even the non-knitting related content, because what if that was as plagued with errors and bias as the knitting video, except they didn't notice it.
What I was especially salty about with the video is that there was a non-problematic way to say "look at the cool research that involves throwing modern science at ancient textiles crafts" — highlighting research by people like Elisabetta Matsumoto, a physicist and a knitter. I was so hyped when someone reviewing the video mentioned Matsumoto's research, as I was aware of her research already from being a ridiculous nerd.
I don’t know about going that far - LLMs can be a great starting point …. As long as you click through to the sources rather than blindly accept
The fact that people think LLMs should be trusted as a starting point is heartbreaking to me.
But why? If you try to be objective, how is this any different from an op Ed or other published article? Those are good starting points as well, but also shouldn’t be published as your work or trusted as is.
The problem with LLMs is not when people use them as a tool, but when they use inappropriately, blindly trust them or treat them as a final result instead of thinking, reviewing, or adding value.
Creating science Youtube videos is not more important than maintaining a livable planet. AI is unnecessary and harmful, and should not be used outside of certain brute-force type of applications like protein folding, simulating new drug structures, or preliminary cancer diagnosis.
I mean you could say the same thing about YouTube being unnecessary and wasting power.
Yes, I could, and then I'd look very stupid and annoying, so I won't.
Use of Youtube isn't spiking fossil fuel consumption to an appreciable extent like AI is.
seems likes barely useful outside of medical field too. in that article/study, they had to use alot of scans from different people, and doctors reviews to even get a "diagnosis", seems like a fluke they even found the "surprise cancer". i dont think patients/ people are ready to let an AI diagnose people, on off chance it makes a fake diagnosis,. which is why we barely hear stem use of it.
Golf courses use 30x the water that data centers use. Lawns, 100x. Standby mode for appliances costs more energy, by a lot. I wonder how much carbon emissions are offset by people no longer driving to work at call centers and the like.
Out of curiosity do you eat meat? .2% of water is used on data centers. 9.8% is used on beef. For carbon emissions one pound of beef consumed is equivalent to about 640,000 prompts.
AI is an environmental concern but the way people act about it is straight up ridiculous.
Edit: I am very proud of all of the vegans who unplug their appliances who are downvoting me. I, too, am a vegan who unplugs their appliances.
I don't have a golf course or a membership so
thanks for that irrelevant factoid
and yes I am vegan, but eating meat is, in many cases, a culturally ingrained practice which people need time to understand the harms of. AI is not culturally ingrained for anyone with an actual culture. People need to eat - it shouldn't be meat, but I'm not going to shame people for not seeing their harm yet. People do not need to generate slop. I am going to bully all AI users.
Don't eat beef, the animals I eat would use the stuff no matter what.
If every human ate wild meat, the last calorie of wild animals would be consumed before the end of the first afternoon of the first day.
Then you can also just as well skip that extra step and just do it yourself
I could have always skipped the dewey decimal card catalog and just read the entire library but I'm not mycroft fucking holmes. You don't have to use a search engine, you can just follow hyperlinks until you find the content you're looking for.
This. Research that always has to be fully confirmed hasn't actually been done in the first place.
Solving problems by brute force don't make economic sense to me.
Using an automation tool you can only trust for subjective tasks makes even less sense to me.
I find that a frontier bot pointed at the internet does a lot better job of answering the question than I do when searching on my own. I mean they're always going to be wrong about some stuff, but aren't people? I think that's generally a better metric. And at this point they're far away from what they were just a few years ago. But you're correct in that there is an element of brute forcing them or at least shaping them that has to occur that I can't blame anyone for tapping out of.
no its true. ChatGPT is confidently wrong all the time, but I find its wrong in ways I can learn from anyway. I ask the question. it gets the answer wrong. But its wrong in a useful way where I actually learn more by correcting it than just getting the right answer.
I could get the same experience from talking to a person for much less money though
They tend to work much better when you point them at things. Hallucination rates go way, way down when they aren't pulling from their "memory." They are, also, like you say, wrong in ways that are noticeable and often "interesting" in the Ibsen way. I also doubt that you could get the same experience for less money. I'd have to go back to college to get the education I'm getting with AI. At least community college. It's a lot of near-experts at once. And when you point it at expert literature it basically is a senile college professor. But yeah the senile part of that statement is pretty important.
There are no credible sources on YouTube. He's just a guy with a computer and a camera. Youtube is about selling you stuff, people need to accept that.
The beauty of YouTube is that the goals of the company are not necessarily the goals of the content creators.
I'll take any chance I can get to shout out Nick Zentner. Hes a professor of Geology at Central Washington University and he has been posting full length lectures on YouTube for more than 15 years. He is a comprehensive expert in his field and regularly features experts in related fields to help discuss whatever topic he is on at the time.
I used to use his videos to fall asleep, but I have developed a genuine love of geology and vulcanology that I wouldn't have known about otherwise.
A hyper rational take.
You can find some older, rare exceptions, but it is impossible to maintain integrity and fulfill the YouTube algorithms. People think YouTube content is credible because YouTube algorithms give you what you want to hear.
Great starting point for wasting time maybe.
Let me waste 5 minutes reading slop than another 20 min tying to figure out if its a hallucination or just not accurate. 25 minutes that could have been reading a credible accurate source...
In the scenario, what pointed you towards said credible accurate source? Google?
Not op, but a search engine is a better starting point than an LLM, because it is a predictable tool, fetching internet resources which can be evaluated on their merits.
The AI presents itself as the actual information.
I see too many people in my daily life saying "the ai summary said..." and it is worse than useless.
Google is a search engine, not a source.
Yes, that was implied.