this post was submitted on 14 Feb 2026
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Search results are useless, AI is poisoning Wikipédia. While I do have the patience to read primary sources in my field of study, it becomes a nightmare to repeat this process for every bit of information I want.

I'm almost signing up for Encyclopedia Britannica. I don't know what else to do.

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[–] Vespair@lemmy.zip 2 points 2 hours ago

The uncomfortable truth is that we lived through a very unique golden age of veracity. The photograph and later video completely revolutionized and changed the whole idea of what knowledge and verification were. Prior to indisputable photographic evidence, word and reputation carried more weight as often they were the strongest evidence towards the truth. AI has kind of us returned us to that stage, weirdly making the period of veracity we considered permanent instead a comparative blip in human history.

[–] early_riser@lemmy.world 2 points 8 hours ago

I don't. I ignore the news to the best of my ability. I can't be misinformed if I'm not informed in the first place.

[–] SenK@lemmy.ca 4 points 11 hours ago

I'm very critical on what kind of information I even need on daily basis. If my only reason for getting information on something is To Be Right On The Internet, I don't bother. I don't need to know shit about how a particle accelerator actually works and it has no bearing on my personal life. If I want to satisfy an intellectual curiosity about something, I can get some pop-science about it from a source that seems credible enough after a cursory glance (they need to cite studies/statistics at the very least, and I take a look at the studies too depending a bit on the gravity of the matter. I'm not going to scrutinize a cooking video about a historical dish too deeply, I'll assume the general idea is close enough - but I will be very critical of anything talking about politically divisive topics, especially ones where there are people who have a very strong idea of what the "correct" opinion is), but I keep the awareness that it does NOT make me an expert and I should NOT inject myself into conversations about the matter (except to ask questions). And if some smalltalk touches on the topic, I can frame my comments appropriately like "I'm not familiar with the topic but my understanding was...". Though even then I'd consider the critical thinking capabilities of the person I'm talking to. If I think they're dumb enough to take what I say as a fact despite the framing, I'll not say anything.

As for actually important information: local news, universities of good reputation, science organizations of good reputation. All the while keeping in mind that they're not infallible. There's just a greater probability that the information there is accurate and unbiased. In general I've taught myself to think of the world in terms of probabilities, not in binary "true/false" statements.

[–] fizzle@quokk.au 15 points 15 hours ago

You don't really.

Skepticism is a practiced skill, rather than just "being skeptical", you can learn how to assess credibility of a source, and develop a habit of doing so.

I quite like skeptics guide to the universe podcast. Although I admit I usually skip chunks of each episode.

Another avenue is researching about cognitive biases. We all do it.

[–] Retro_unlimited@lemmy.world 1 points 8 hours ago (1 children)
[–] kadu@scribe.disroot.org 2 points 8 hours ago (1 children)

Books aren't an answer to this question if you need quick information you couldn't have predicted you'd need, and therefore do not own a book about.

[–] Retro_unlimited@lemmy.world 1 points 8 hours ago (1 children)

I just feel books are the ultimate source of knowledge. Been collecting them forever. Also books are free at the library and they have computers to search for things.

I also have offline Wikipedia from a few years ago, and an offline Reddit from a few years ago before it was poisoned with AI and bots.

[–] Ikon@sh.itjust.works 1 points 3 hours ago

Books are amazing, but i wouldn't agree they are a source of reliable information. Yes some books have reliable information, but just because its a book doesn't mean it can't have misinformation or even disinformation. Books were the original source of conspiracy theories and beyond that they can't be updated with new information.

That being said books are amazing. With a good library and a good librarian you can learn anything.

[–] DMCMNFIBFFF@lemmy.world 30 points 18 hours ago (2 children)

AI is poisoning Wikipédia.

Huh?

[–] chunes@lemmy.world 19 points 17 hours ago (2 children)

Yeah I don't get that. Wikipedia is a fine source.

[–] Rhynoplaz@lemmy.world 12 points 17 hours ago (1 children)

Wikipedia has an army of human writers that probably don't take too kindly to AI.

[–] 13igTyme@piefed.social -2 points 12 hours ago (1 children)

It's actually about 15 people that mostly maintain it.

[–] davidgro@lemmy.world 4 points 11 hours ago (1 children)
[–] 13igTyme@piefed.social 0 points 5 hours ago* (last edited 5 hours ago) (1 children)

Anyone can make edits, but it's mostly done by a handful of people.

This guy for example created 1/3rd of the articles.
https://youtu.be/JhNczOuhxeg

[–] chunes@lemmy.world 3 points 3 hours ago

That guy has made edits to a third of pages. Minor ones like making sure articles conform to the style guide.

[–] kadu@scribe.disroot.org -2 points 10 hours ago* (last edited 5 hours ago) (1 children)

Wikipédia is fighting an ongoing and ever increasing issue of collaborators pushing AI text into articles, which contain false information.

EDIT: Why the downvotes? Your misinformation is not my fault:

1 in 20 new Wikipédia pages contain AI-generated text: https://www.newscientist.com/article/2454256-one-in-20-new-wikipedia-pages-seem-to-be-written-with-the-help-of-ai/

Wikipédia attempts to maintain a task force to clean the articles poisoned by AI: https://en.wikipedia.org/wiki/Category:Articles_containing_suspected_AI-generated_texts

AI translations are poisoning non-EN Wikipédia: https://wistkey.medium.com/ai-translations-are-poisoning-wikipedia-and-putting-minority-languages-at-risk-c4539984734c

AI "contributions" are bringing up recycled information and fake sources, and the human verification often fails: https://media.ccc.de/v/39c3-ai-generated-content-in-wikipedia-a-tale-of-caution

But sure, keep downvoting me and ignoring the issue, geniuses.

[–] surewhynotlem@lemmy.world 3 points 7 hours ago

And there's corporations pushing agendas into primary sources. And there's lying liars who lie for lying's sake.

If you're going to draw the line at "unassailable truth" then you're doing all the work yourself.

[–] MrLLM@ani.social 0 points 10 hours ago

Yeah, they clearly stated their need to find a way to get reliable information

[–] disregardable@lemmy.zip 16 points 19 hours ago (2 children)

really you don't. you read forum posts and try to guess to what degree the information is credible.

[–] mrgoosmoos@lemmy.ca 1 points 3 hours ago

the problem is finding those forum posts

Google doesn't return them anymore. I have much more luck with duckduckgo when I want to find an answer to a specific question

[–] ageedizzle@piefed.ca 10 points 18 hours ago

Yeah, forum posts are becoming really useful again. A few years ago whenever someone posted a question to a forum you could often find the same snarky remark in the comments: 'just google it'. There was even a website created to add to the snark (let me google that for you). And there was some truth to that comment. Usually you could find the answer pretty easily with a quick search.

But that's not the case anymore. With AI slop, search engines are getting less and less helpful. Slop has polluted our search results just like plastic has polluted our oceans. It's at the point now where search engines are almost useless for large subsets of common queries. So we are slowly returning to a pre-search engine era. In this new, post-search engine era, forum posts provide a very useful way of providing information. Long live the forum.

[–] partial_accumen@lemmy.world 11 points 18 hours ago (1 children)

Use the Google flag of "before:2022" added to any search. This will limit returned results to only those captured before 2022, which is when AI slop feedback started. Obviously this doesn't work for current events, but if the data you're looking for doesn't need to be recent it can be useful.

Example:

[–] disregardable@lemmy.zip 6 points 18 hours ago

this actually did show me slightly better results, although the results were nowhere near a slam dunk.

[–] starlinguk@lemmy.world 3 points 14 hours ago

For news: the Bylines network in the UK. They have a source checker for every article.

[–] dparticiple@sh.itjust.works 10 points 19 hours ago

Nothing is a panacea against slop, but for general search, I've become a huge fan of Kagi. Gave up Google years ago, went to DDG, but Kagi is a cut above. There is a subscription fee, however. (Not shilling - no association with them, just a happy user).

[–] choui4@lemmy.zip 3 points 15 hours ago

Similar to the top comment, I learned leftist political theory (mindset in their case). Once you understand what capitalism and socialism truly are, you have almost like a shield to protect you from certain propaganda. This sounds arrogant, but its genuinely been my experience

[–] RodgeGrabTheCat@sh.itjust.works 1 points 12 hours ago

RSS ( multiple sources for current events) , Wikipedia, and forums.

[–] lemmyseikai@lemmy.world 3 points 16 hours ago

I don't know if it's a location as much as a mindset for me.

I look for fallacies and falsehoods and should they arise at rates that would.be hard to chalk up as honest error, I stop trusting the source.

[–] Brkdncr@lemmy.world 5 points 18 hours ago

I just follow you around and read what you throw out.

[–] protist@mander.xyz 5 points 19 hours ago

What kind of information are you looking for?

[–] Tollana1234567@lemmy.today 1 points 14 hours ago (1 children)

most news are from propaganda sources, look for how its being worded in the title.

[–] Iconoclast@feddit.uk 1 points 13 hours ago

And what photo they're using. Most news outlets use unflattering pictures of the people they don't like.