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Proof of AI Rubbish In, Rubbish Out: Incorrect Outcomes Traced to Reddit and Quora

EditorialBy EditorialSeptember 23, 2025No Comments11 Mins Read

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We have now repeatedly pressed readers to not use AI as a result of its output is unreliable. As an illustration, a commenter managed to submit an AI-generated definition of fiduciary responsibility. It missed the crucial facet that fiduciary responsibility is the best customary of care underneath the regulation and requires the agent to place the principal’s curiosity earlier than his personal. If AI can’t get one thing so elementary, so extensively mentioned, and never that onerous to get proper right, how can it’s trusted solely any subject?

And that’s earlier than factoring in that AI makes common customers stoopider. Or that Sam Altman has warned: What you share with ChatGPT might be used in opposition to you.

If you’re nonetheless so hapless as to make use of Google for search and have it sticking its AI search ends in your face, these are unreliable too. AI can’t even compile information sources appropriately. From ars technica:

A brand new research from Columbia Journalism Overview’s Tow Middle for Digital Journalism finds severe accuracy points with generative AI fashions used for information searches. The researchers examined eight AI-driven search instruments by offering direct excerpts from actual information articles and asking the fashions to establish every article’s authentic headline, writer, publication date, and URL. They found that the AI fashions incorrectly cited sources in additional than 60 % of those queries, elevating vital considerations about their reliability in appropriately attributing information content material.

We bought one other instance by e-mail from a private contact in Southeast Asia. He has taught IT in universities hare and the UK. He s additionally an inventor and had a UK enterprise with over 40 workers based mostly on certainly one of his creations. He’s now engaged on two different units and has a patent issued on certainly one of them. He confirmed me an early mannequin of 1 and the super-powerful customized magnets he’d had fabricated to make it work higher. His message:

I’ve been utilizing completely different AIs (ChatGPT, DeepSeek and Luna) for doing a little calculations and discovering information on stuff like metallic properties after which I began noticing errors. Being autistic I pointed this out – Luna stated “oops – don’t fear it’ll be proper this time”, ChatGPT stated it’s proper I’m incorrect and DeepSeek sulked and refused to work together anymore.

Anyway, I then used some instruments I bought after I was on the uni to search out plagiarism to search out the sources of the info and the bulk got here from Reddit and Quora – that are hardly sources of correct info. There seem like no mechanisms to see if the info is right, they simply scrape web sites and take it as gospel.

Backside line is that a variety of what they current is junk. God assist us if say medical professionals depend on it. And I can’t see any manner out of it besides by getting professionals to verify the info and that’s very costly.

Regulars readers could recall that we had beforehand posted on the truth that AI is now being closely utilized in drugs and IM Doc describing the deliberate outsourcing of prognosis to AI. From a February 2024 submit:

There will probably be cameras and microphones within the examination room. Recording each the audio and video of all the pieces that’s executed. The AI laptop programs will then convey up the word for the go to from skinny air – after having watched and listened to all the pieces within the room. Please word – I imagine each certainly one of these programs is finished by huge internet companies like AWS. Which means your go to and personal discussions along with your physician will probably be blasted everywhere in the web. I don’t like that concept in any respect. That is already being touted to “maximize effectivity” and “enhance billing”. My understanding from these which have been experimented upon as physicians, that as you might be finishing the go to, the pc will then start demanding that you simply order this or that take a look at as a result of its AI can be a diagnostician and feels that these assessments are crucial. It’ll additionally not allow you to shut the word till you could have queried the affected person about surveillance stuff – ie vaccines and colonoscopy, even for visits for stubbed toenails. And in contrast to now when you may simply flip that stuff off, it’s in management and watching and listening to your each transfer. The word is not going to be accomplished till it has sensed you discussing these points along with your affected person and happy that you simply pushed exhausting sufficient.

I perceive additionally that there’s a big push to start the arduous process of getting AI take over utterly issues like studying x-rays and path slides. By no means thoughts the medicolegal points with this – ie does the AI have malpractice insurance coverage? Does it have a medical license? Who does the PCP speak to when there may be delicate materials to debate with a radiologist, as in new lesions on a mammogram and so forth? Are we to debate this with Mr. Roboto?…

The glee with which the leaders of this occupation are leaping into this and shortly to be forcing this upon us all offers one a really sick feeling. Full disregard for the ethics of this occupation relationship again centuries.

IM Doc later supplied a horrorshow instance of the hash it makes of transcribing affected person notes. In a single case, it invented a number of severe sicknesses the affected person had by no means had and even a pharmacy that didn’t exist. Extracted from his message:

That is occurring on a regular basis with this expertise. This instance is somewhat stark however on virtually 2/3 of the charts which are being processed, there are main errors, making stuff up, incorrect statements, and so forth. Sadly – as you may see it’s wickedly in a position to render all this in right “doctorese” – the code and syntax all of us use and might immediately inform it was written by a really educated MD.

This affected person really got here into the workplace for an annual go to. There was nothing ground-shaking mentioned….

This affected person is on no meds that aren’t dietary supplements. There are not any prescriptions – and but we supposedly mentioned 90 day provides from Brewer’s Pharmacy in Bainesville. There isn’t any pharmacy nor city anyplace round right here that even remotely appears like both one. A fast google search revealed a Bainesville MD, distant from the place we’re – however so far as I can inform there isn’t a Brewer’s Pharmacy there – the one one within the nation I might discover was in deep rural Alabama.

The final paragraph was actually the one a part of this complete write up which was correct…

That is what I do know nonetheless

1) Had I signed this and it went in his chart, if he ever utilized to something like life insurance coverage – it will have been denied immediately. And they don’t do seconds and excuses. If you find yourself executed, you might be executed. If you’re on XXX and have YYY – you might be getting no life insurance coverage. THE END.

2) That is yet one more “time saver” that’s really taking far more time for these of us who’re conscientious. I spend every kind of time digging by these on the lookout for errors in order to not goon my affected person and their future. Nonetheless, I can assure you that as exhausting as I strive – errors have gotten by. Moreover, AI will very quickly be used for insurance coverage medical chart analysis for actuarial function. Simply assume what will probably be generated.

3) These programs file the precise period of time with the sufferers. I’m listening to from numerous colleagues in all places that this timing is getting used to strain docs to get them in and get them out even quicker. That has not occurred to me but – however I’m positive the bell will toll very quickly.

4) After I began 35 years in the past – my notes had been executed with me stepping out of the room and recording the go to in a hand-held gadget run by duracells. It was then transcribed by secretary on paper with a Selectric. The precise exhausting copy tapes had been utterly magnetically scrubbed on the finish of every single day by the transcriptionist. Examine that vitality utilization to what this expertise is clearly requiring. Moreover, I’ve event to revisit outdated notes from that period on a regular basis – I do know immediately what occurred on that affected person go to in 1987. There’s a paragraph or two and that’s that. Examine to immediately – the word generated from the above will probably be 5-6 front and back pages actually filled with gobbledy gook with essential knowledge scattered in all places. More often than not, I utterly hand over attempting to make use of these newer paperwork for something helpful. And once more simply take into consideration the precise vitality used for this.

5) This recording goes someplace and this has by no means been actually defined to me. Who has entry? How lengthy have they got it? Is it being erased? Have the sufferers actually signed off on this?

6) That is essentially the most regarding. I don’t know in any respect the place the system bought this complete story in her chart. Due to the pretend “Frank Capra film” type names within the doc I’ve a really unsettled feeling that is from a film, TV present, or novel. Is it doable that this AI is pulling issues “it has heard” from these sorts of sources? I’ve requested. This isn’t the primary time. The IT individuals can not inform me this isn’t occurring.

I don’t know why there may be such a push to do that – that is insane. Why the leaders of my occupation and our Congress are all behind it is a full thriller.

After sending the sightings from the inventor, IM Doc replied:

This week, the scholars and I had a affected person within the workplace with COVID. A lady with a number of co-morbid situations, very ailing at baseline. She is on each a statin and an SSRI, and amiodarone for her coronary heart points. There are 3 different medication – HCTZ, ASA, and infrequently some Advil for ache.

The coed was on the point of give her Paxlovid for her COVID. When confronted with the truth that she is on 3 medication that are completely contraindicated with Paxlovid, and one different that’s conditionally contraindicated she knowledgeable me that ChatGPT had informed her that each one had been simply tremendous. This younger lady is a scholar at certainly one of our very elite medical faculties – and she or he checked out me and stated “Your human mind tells you it is a drawback, the AI has tens of millions of paperwork to look by and has informed me this isn’t an issue…….I’ll belief the AI”

I stated, “Not with my affected person, you don’t”.

I’ve to be trustworthy – I used to be so involved about this I didn’t even know the place to start out with the scholar. AI has now formally turn into part of the youth mind’s neocortex. I’m nearly to surrender on this complete era of medical college students. It’s a misplaced trigger at greatest.

KLG had a extra mundane instance:

Trivial however actual failure of AI/LLM on a easy query I used as a take a look at after studying concerning the medical scholar who loves her some AI.

Question: Oklahoma cheats to win in opposition to Auburn
Reply: There are not any verified studies or proof of dishonest within the recreation between Oklahoma and Auburn.

In truth I’ve an inventory that features about 20 hyperlinks that show Oklahoma cheated through the use of the dishonest transfer of getting a large receiver faux to go away the sector for a substitution after which scoring on a go play as a result of he was not coated by the Auburn protection. This has been unlawful, as in dishonest within the kind a “snake within the grass play,” at each degree since I performed soccer from third grade by highschool. Presearch.com AI is clueless, although.

Harry Shearer has made AI a private challenge:

So we once more exhort readers: don’t use AI. Please discourage others from utilizing AI. Giant language fashions want a lot content material as coaching units that they not solely can’t afford to discriminate when it comes to content material, however they’re even consuming their unhealthy output as a part of their coaching units. When you want remotely correct solutions, it’s good to choose out.

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