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Neomacs: Rewriting the Emacs display engine in Rust with GPU rendering via wgpu

https://github.com/eval-exec/neomacs
1•evalexec•2m ago•0 comments

Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
1•ShinyaKoyano•6m ago•0 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
1•m00dy•7m ago•0 comments

What's the cost of the most expensive Super Bowl ad slot?

https://ballparkguess.com/?id=5b98b1d3-5887-47b9-8a92-43be2ced674b
1•bkls•8m ago•0 comments

What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
1•okaywriting•15m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
1•todsacerdoti•18m ago•0 comments

Show HN: Gorse 0.5 – Open-source recommender system with visual workflow editor

https://github.com/gorse-io/gorse
1•zhenghaoz•18m ago•0 comments

GLM-OCR: Accurate × Fast × Comprehensive

https://github.com/zai-org/GLM-OCR
1•ms7892•19m ago•0 comments

Local Agent Bench: Test 11 small LLMs on tool-calling judgment, on CPU, no GPU

https://github.com/MikeVeerman/tool-calling-benchmark
1•MikeVeerman•20m ago•0 comments

Show HN: AboutMyProject – A public log for developer proof-of-work

https://aboutmyproject.com/
1•Raiplus•20m ago•0 comments

Expertise, AI and Work of Future [video]

https://www.youtube.com/watch?v=wsxWl9iT1XU
1•indiantinker•21m ago•0 comments

So Long to Cheap Books You Could Fit in Your Pocket

https://www.nytimes.com/2026/02/06/books/mass-market-paperback-books.html
3•pseudolus•21m ago•1 comments

PID Controller

https://en.wikipedia.org/wiki/Proportional%E2%80%93integral%E2%80%93derivative_controller
1•tosh•25m ago•0 comments

SpaceX Rocket Generates 100GW of Power, or 20% of US Electricity

https://twitter.com/AlecStapp/status/2019932764515234159
2•bkls•26m ago•0 comments

Kubernetes MCP Server

https://github.com/yindia/rootcause
1•yindia•27m ago•0 comments

I Built a Movie Recommendation Agent to Solve Movie Nights with My Wife

https://rokn.io/posts/building-movie-recommendation-agent
4•roknovosel•27m ago•0 comments

What were the first animals? The fierce sponge–jelly battle that just won't end

https://www.nature.com/articles/d41586-026-00238-z
2•beardyw•35m ago•0 comments

Sidestepping Evaluation Awareness and Anticipating Misalignment

https://alignment.openai.com/prod-evals/
1•taubek•35m ago•0 comments

OldMapsOnline

https://www.oldmapsonline.org/en
1•surprisetalk•38m ago•0 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
2•surprisetalk•38m ago•0 comments

Don't go to physics grad school and other cautionary tales

https://scottlocklin.wordpress.com/2025/12/19/dont-go-to-physics-grad-school-and-other-cautionary...
2•surprisetalk•38m ago•0 comments

Lawyer sets new standard for abuse of AI; judge tosses case

https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-fro...
5•pseudolus•38m ago•0 comments

AI anxiety batters software execs, costing them combined $62B: report

https://nypost.com/2026/02/04/business/ai-anxiety-batters-software-execs-costing-them-62b-report/
1•1vuio0pswjnm7•39m ago•0 comments

Bogus Pipeline

https://en.wikipedia.org/wiki/Bogus_pipeline
1•doener•40m ago•0 comments

Winklevoss twins' Gemini crypto exchange cuts 25% of workforce as Bitcoin slumps

https://nypost.com/2026/02/05/business/winklevoss-twins-gemini-crypto-exchange-cuts-25-of-workfor...
2•1vuio0pswjnm7•40m ago•0 comments

How AI Is Reshaping Human Reasoning and the Rise of Cognitive Surrender

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6097646
3•obscurette•40m ago•0 comments

Cycling in France

https://www.sheldonbrown.com/org/france-sheldon.html
2•jackhalford•42m ago•0 comments

Ask HN: What breaks in cross-border healthcare coordination?

1•abhay1633•42m ago•0 comments

Show HN: Simple – a bytecode VM and language stack I built with AI

https://github.com/JJLDonley/Simple
2•tangjiehao•45m ago•0 comments

Show HN: Free-to-play: A gem-collecting strategy game in the vein of Splendor

https://caratria.com/
1•jonrosner•46m ago•1 comments
Open in hackernews

Wikipedia says it will use AI, but not to replace human volunteers

https://wikimediafoundation.org/news/2025/04/30/our-new-ai-strategy-puts-wikipedias-humans-first/
79•thm•9mo ago

Comments

MarkusQ•9mo ago
What could possibly go wrong?
some_furry•9mo ago
I appreciate that they emphasize the importance of their human volunteers. Too many bullish-on-AI folks have misanthropic incentives, and it's refreshing to not see more of that. (It probably helps that Wikimedia is a non-profit.)
thr0waway001•9mo ago
Could be helpful.
itsdrewmiller•9mo ago
Wikipedia already has thousands of bots running around cleaning things up - seems like AI is not really a significant change here.
add-sub-mul-div•9mo ago
Automation is not AI and pre-LLM-era AI is not LLM AI. The arguments for why LLM AI will broadly worsen things are well known. You may not agree with them, but saying things won't change much is pretty empty.
animanoir•9mo ago
why will it worsen up?
cube00•9mo ago
Unleashing a hallucinating LLM to make edits will creates so many subtle problems on such a scale that it may not be possible to clean it up once other edits are made on top.
taraindara•9mo ago
They clearly stated that this is not the intention. The closest thing to this would be translation help. But even then they’ll undoubtedly include a notice like “this has been translated with the help of AI.” Along with a prompt to encourage the human to help improve upon the translation.
the_af•9mo ago
The tasks for which they are planning to use AI make sense. These are good use cases.

What must be avoided is Wikipedia becoming a repository of AI-generated slop (and possibly feeding the next generation models, becoming a recursive loop of even more slop).

But this way? It makes sense. This won't create content for articles, it's just assistance for editors.

palmotea•9mo ago
> What must be avoided is Wikipedia becoming a repository of AI-generated slop (and possibly feeding the next generation models, becoming a recursive loop of even more slop).

Honestly, I think anyone who's a humanist should encourage that. Given the way AI is being hyped by the business elite, making it ineffective is an important goal and worth the cost of a compromised Wikipedia.

the_af•9mo ago
What makes you think a compromised Wikipedia would in any way hinder the "business elite"? We would just lose a valuable resource to AI slop.

If businesses destroy something of value to you, that's not a win.

kelvinjps10•9mo ago
I hope they don't use AI to automatically translate articles to other languages, the quality of the others Wikipedias would drop a lot
Scoundreller•9mo ago
Not saying they should, but as a PSA, if you’re anglophone and looking something up about a place in the non-Anglo world, it’s always worth switching to that area’s language and auto-translating. Even the images won’t be shared. Structure might be all different. Perspective may not be the same.

E.g. a city in France’s BRT system:

Contrast: https://en.m.wikipedia.org/wiki/Nantes_Busway

With: https://fr.m.wikipedia.org/wiki/Busway_de_Nantes

amiga386•9mo ago
Hard agree.

Some random examples where the Wikipedia page in the native language is much more detailed:

https://en.wikipedia.org/wiki/Trams_in_Florence vs https://it.wikipedia.org/wiki/Rete_tranviaria_di_Firenze (and an entire second article for the historic system!)

https://en.wikipedia.org/wiki/La_D%C3%A9fense vs https://fr.wikipedia.org/wiki/La_Défense

https://en.wikipedia.org/wiki/Stasi vs https://de.wikipedia.org/wiki/Ministerium_f%C3%BCr_Staatssic...

https://en.wikipedia.org/wiki/Muslim_conquest_of_the_Iberian... vs https://es.wikipedia.org/wiki/Conquista_omeya_de_Hispania ... but https://ar.wikipedia.org/wiki/%D8%A7%D9%84%D9%81%D8%AA%D8%AD... is better than both of them

Does anyone else have good examples? Or are there counter-examples, where enwiki has a better article than the native language wiki?

kelvinjps10•9mo ago
I mean like using it for translating another existing article in another language sounds cool, but not that new articles in other languages are not getting written because it's easier to just translate the English version with AI. and what you said it's true, I think that Wikipedia should employ human translation as volunteers for those kind of articles
Aardwolf•9mo ago
I actually like that some Wikipedia articles are smaller in my mother language than in English, it gets more straight to the point, so indeed replacing these with auto translations from English would be a loss
nextaccountic•9mo ago
What about, rather than replacing, it were provided as an option?
bluGill•9mo ago
It would be fine as a translation option. For cases when the page is not found, or the local language is lacking so you want to translate from a different language.

It isn't a replacement for an expert writing the real page in the language though. But there are a lot of languages with very little content. German has less than half as many articles as English (Cebuano is number 2 by number of articles - but that seems fishy. German is number 3). At the bottom Cree has only 13 articles. There are also a small number of inactive wikipedias, some of which may want a translation option as better than nothing.

thadt•9mo ago
Agreed. The bullet point "Helping editors share local perspectives or context by automating the translation and adaptation of common topics" could be unfortunate if not carefully reviewed - and hopefully it will be.

Having recently spent some time doing translations with the current models, my experience is that their output quality can have a rather high variance. That, along with a tendency toward hallucination, often makes them a "fuzzy guess" at best. When I'm the user asking for that translation, I can factor that fuzziness into my understanding of the output. If its already translated for me, I'm depending on someone else to have done the work of making sure it is faithful to the original.

notorandit•9mo ago
Especially because they are free.
NotAnOtter•9mo ago
Of course not.

They would never do that.

Industry has a good track record of this.

niam•9mo ago
Maybe you have a reason to be so uncharitable here, but it's unclear what that reason is since "industry" is a broad term.
hexator•9mo ago
This is a great way of applying AI. I wish more companies followed suit
nailer•9mo ago
As a moderator, I wish StackOverflow would. I’m getting tired of manually marking answers that should be comments, I’m almost about to make a browser extension for it.
scudsworth•9mo ago
- Supporting Wikipedia’s moderators and patrollers with AI-assisted workflows that automate tedious tasks in support of knowledge integrity;

so, a chatbot on top of some tooling probably

- Giving Wikipedia’s editors time back by improving the discoverability of information on Wikipedia to leave more time for human deliberation, judgment, and consensus building;

extremely vague, but probably the "train a specialized ai on our own corpus to answer questions about it" style bot helper? these make stuff up left and right too

- Helping editors share local perspectives or context by automating the translation and adaptation of common topics;

automated translations would be a big step in the wrong direction

- Scaling the onboarding of new Wikipedia volunteers with guided mentorship.

you can't do "mentorship" with ai in any real way. all in all seems a box checking exercise for their ML officer.

niam•9mo ago
> Scaling the onboarding of new Wikipedia volunteers with guided mentorship.

Depending on what's meant by "mentorship": this is the bit I'm most keen to see. Much of the criticism lobbed at Wikipedia nowadays seems to come from how much of a pain it is to contribute (which perhaps leads to second-order criticisms about censorship, even if that's not the intention).

It's often been the case that the person most-worthy to speak on a subject is not the most worthy steward of a Wikipedia page on it. Any attempt to make those two people one-and-the-same seems welcome.

If this "mentorship" takes the form of UI hints, I think they'd go a long way. Having volunteers take an AI course, on the other hand, might be useful but might also be a complete waste of time.

gwbas1c•9mo ago
I was afraid that mentorship was the point where human-to-human interaction is needed most.

I suspect what you're getting at is that "mentorship" is really code for using AI to step in when people are making the wrong kind of changes to a Wikipedia page. (IE, introducing bias, promoting products, edit wars, ect.)

I'm curious to see how this plays out.

niam•9mo ago
Yeah that's exactly it.

I wonder too if it could be used to help the edit reviewing process, but I can imagine it runs a risk of becoming an accountability sink[^1] if reviewers can merely defer their judgement to what the bot says is OK to purge. It might have a chilling effect on edits if everyone, including procedure hawks, can rely on it in that way. I'm not enough of a contributor there to know.

[^1]: https://news.ycombinator.com/item?id=41891694

rvz•9mo ago
Narrator: They (eventually) will.

Just look for the keyword "streamlining" in any sentence and they will.

film42•9mo ago
I'm guessing any useful use of AI has already been adopted by some volunteers. Wikipedia might be able to build tools around the parts that work well, but the volunteers will end up footing the bill for the AI spend. Wikipedia will probably pivot to building an AI research product which they can sell to universities/ b2c.
tempfile•9mo ago
> Wikipedia will probably pivot to building an AI research product which they can sell to universities/ b2c.

Why would they do this? All of wikipedia is publicly available for any use. They literally do not have a competitive advantage (and don't seem interested in it, either).

film42•9mo ago
Exactly. But using AI to summarize articles, stitch them together, etc. under the Wikipedia brand as a product is something they could easily sell. I can totally see a university buying WikiResearch™ for every student.
some_furry•9mo ago
I don't anticipate them selling anything, ever.
ChrisArchitect•9mo ago
Title is: Our new AI strategy puts Wikipedia’s humans first
_fat_santa•9mo ago
Man these AI announcements really highlight CEO groupthink. Though I have to commend Wikimedia here, compared to the Shopify announcement, this one is much more sane and down to earth.
photochemsyn•9mo ago
Suggestion: use LLMs coupled to playwright/puppeteer etc. to detect broken links to supporting references, and also use LLMs to analyze whether the supporting reference really does back up the claim being made in the Wikipedia article.

This raises the thorny issue of what constitutes an 'authoritative reference' and given that many if not most such references are hidden behind various paywalls, and that the editors and volunteers are anonymoous actors with unknown special interests and biases, the conclusion is that Wikipedia is not a reliable source of information, and a wikipedia citation is essentially useless and should never be allowed in any reputable publication.

card_zero•9mo ago
It's been said since the beginning, by Wikipedia, that the idea is not to cite the page itself.

https://en.wikipedia.org/wiki/Wikipedia:Citing_Wikipedia

> Normal academic usage of Wikipedia is for getting the general facts of a problem and to gather keywords, references and bibliographical pointers, but not as a source in itself.

There is always an issue about claim not in source. Often this is a matter of perception and has to be decided by an argument about what the source means, or what a conventional reading of the source is.

Havoc•9mo ago
I could see it being a good thing with very careful guardrails and conservative use
tim333•9mo ago
>Scaling the onboarding of new Wikipedia volunteers

could be pretty helpful. I edit a bit and it's confusing in a number of ways, some I still haven't got the hang of. There's very little "thank you for your contribution but it needs a better source - why not this?" and usually just your work reverted without thanks or much explanation.

westurner•9mo ago
Could AI sift through removals and score as biased or vandalist?

And then what to do about "original research" that should've been moved to a different platform or better (also with community review) instead of being deleted?

Wikipedia:No_original_research: https://en.wikipedia.org/wiki/Wikipedia:No_original_research #Using_sources

tim333•9mo ago
I'm guessing it could advise about that even if it didn't make decisions.