skysight-inc/HackerNews huggingface dataset:
Hello! Member of the API team here. We're unable to find issues with the /v1/models endpoint—can you share more details about your request? Feel free to email me at suzanne@anthropic.com. Thank you!
Right, sometimes we invent new tokens. It's unclear whether large models can do that yet.
This is pretty neat.

IMO a hindrance to this was lack of built-in fixed-size list array support in the Arrow format, until recently. Some implementations/clients supported it, while others didn't. Else, it could have been used as the default storage format for numpy arrays, torch tensors, too.

(You could always store arrays as variable length list arrays with fixed strides and handle the conversion).
Safelyx [1] is automated content moderation tools. It started off just doing checks against many known URL databases/lists, running antivirus, and the likes, though for more recent products it incorporates AI (somewhat for source code analysis, a lot for message and image analysis). Started late 2024.

bewCloud [2] is a simpler Nextcloud alternative (FOSS, self-hosted). Nothing AI there. Started late 2023.

Budget Zen [3] is end-to-end encrypted budgets and expenses (FOSS, self-hosted). Nothing AI there as well. Started early 2021.

[1]: https://safelyx.com

[2]: https://bewcloud.com

[3]: https://budgetzen.net
Keep believing those baseless conspiracy theories. [0]

>"U.S. District Judge Carl Nichols, a Trump appointee, ..."

>"Nichols noted that despite Trump’s claim of massive “corruption and fraud” in the agency, government lawyers had no support for that argument in court."

Meanwhile, the reality of the situation is simply tragic. [1]

[0] https://www.politico.com/news/2025/02/07/judge-blocks-trump-...

[1] https://www.theguardian.com/world/2025/feb/24/donald-trump-u...
It doesn't stop it but it discourages it since so much wealth is in that one basket.
I'm on Windows, and my work laptop has no audio via its headphone jack.

I have no idea how this is supposed to even work, and since it's not my computer I don't mess around trying to install drivers. I just use my phone to call in for Teams.

Things happen, let's not act like any OS is perfect.
I'm sure many of us would gladly pay more to get 3-5x the limit.

And I'm also sure that you're working on it, but some kind of auto-summarization of facts to reduce the context in order to avoid penalizing long threads would be sweet.

I don't know if your internal users are dogfooding the product that has user limits, so you may not have had this feedback - it makes me irritable/stressed to know that I'm running up close to the limit without having gotten to the bottom of a bug. I don't think stress response in your users is a desirable thing :).
The cost is based on usage, not on company size. The threshold is just to check _if_ you're required to get a license. If the use is limited, so will the price.

Education is a tough industry wrt pricing / budgeting, _especially_ in the USA. Oftentimes individual teams have a $0 budget even if the school makes (massive) profit. I've seen this first-hand as well! I am a part-time professor at Parsons, and it's a similar story there. Our program / faculty team has a near-$0 budget for things like software / guest-speakers etc, meanwhile tuition is tens of thousands per semester per student, and the school makes millions in profits every year. Make it make sense!

That of course doesn't apply to every school, and certainly not elsewhere on the planet, which is why we rely on a sales team to adjust contracts accordingly rather than have a (higher) flat fee for everybody.
Every significant technological innovation has been accompanied by an investment bubble. The point is that there is a competition for the best solution in terms of money.

The context of these comments often imply that at no point before SV existed did anyone invest large amounts of money in something that failed to work.

The reason why economic growth is rare (most economic growth that occurs globally is due to the impact of technology invented outside the country, 95% of countries globally have zero organic growth) is because it is extremely disruptive and means that someone with nothing other than money, who may not have been approved by society can invent something.

The point about disrupt vs reform above is correct...it just ignores the fact that reform has never been successful (despite it being repeatedly tried by politicians) because economic growth is so damaging to vested interests (there are multiple books about this topic, Innovator's Dilemma is one...I worked as an equity analyst, the number of examples of a company actually turning it around when faced with technological change are very few, the number of examples of a company bailing-in taxpayers due to political connections when faced with technological change is too large to count, this is particularly case outside the US because so much technological change comes from the US so calls to "protect" domestic industry are frequent and economically crippling).
> Quicksort is relatively terrible for partially ordered lists like appended timestamps from multiple processes etc etc.

It's not, not really: pdqsort handles those organically.

I'm sorry if "best sort", "so much faster" and "very hard to beat" felt like baits. But "huge caveat", "relatively terrible" and being "forced to use comparative sorting" are not fair descriptions of quicksort or why it's used and chosen by standard libraries.

Regardless, my point was that there's a lot to learn from quicksort. It's not “a shame” that it must be taught, and mergesort is not “best.”
Ask HN: How Can Flookup Data Wrangler Improve? I Built It and I Need Your Input
Hello HN! I'm the creator of Flookup Data Wrangler [www.getflookup.com], a Google Sheets add-on designed to tackle messy data. With over 10,000 daily active users already, I'm aiming to scale and would value your feedback as fellow tech enthusiasts.

Flookup cleans and manages data swiftly using fuzzy matching to connect text-based variations like ‘Jon Smith’ and ‘John Smyth’, while deduplication and dataset standardisation occur directly within Sheets.

Feedback has become increasingly elusive of late, but I trust that I will find something here.

Is data cleaning in Google Sheets something you are OK with or do you use alternatives?
Desktop Linux is an oxymoron. i’ve tried it many times and every single time I went back to macOS.
Claude is the best example of benchmarks not being reflective of reality. All the AI labs are so focused on improving benchmark scores but when it comes to providing actual utility Claude has been the winner for quite some time.

Which isn’t to say that benchmarks aren’t useful. They surely are. But labs are clearly both overtraining and overindexing on benchmarks.

Coming from gamedev I’ve always been significantly more yolo trust your gut than my PhD co-workers. Yes data is good. But I think the industry would very often be better off trusting guts and not needing a big huge expensive UX study or benchmark to prove what you can plainly see.
I was thinking about that... Is there a distinction between a restaurant where you can order specific dishes (made to order?) vs a place where you just got whatever is available?
Is there / are you planning a way to set $ limits per API key? Far as I can tell the "Spend limits" are currently per-org only which seems problematic.
Seems a pretty trivial change, like, hot water's on the left tap not the right tap.

Humans are more than capable of handling that minor conceptual change. Life routinely throws far more challenging changes to adopt to.

Nothing fundamentally changes because of Franklin's incorrect guess. The postit sticker goes "there " instead of "here" kind of a thing.

Certainly not as grandiose and melodramatic as putting humanity back by a decade.
oh. once more
MS Teams audio issues aren't the best example -- ask anyone forced to use Windows
"knock on your door within hours" does not usually even figuratively mean "getting a letter a few weeks later".
Looking at their actual results (https://preview.redd.it/znmnejgab5je1.png?width=1000&format=...), I don't see any positive or negative correlation. Although I can subjectively confirm the hypothesis.
I hope you are doing better!
So how does this work when I visit the UK with my iPhone. Will it auto-decrypt? Will I be locked out of certain functions?
I bet the Panamanian Ai industry masses are also sitting on the edge for this.
I had an old i5 Mac mini laying about I wanted to use desktop Linux on the other day. The last time I tried, was about 20 years ago. I note nothing has changed since.
Today I spent 55 minutes in a physical store trying to get a replacement for two Hue pendant lights that stopped working. The lights had been handed in a month ago and diagnosed as "can't be repaired" two weeks ago. All my waiting time today was spent watching different employees punching a ridiculous amount of keys on their keyboards, and having to get manual approval from a supervisor (in person) three times. I am now successfully able to wait 2-6 weeks for the replacement lights to arrive, maybe.

When people say AI is going to put people out of work, I always laugh. The people I interacted with today could have been put out of work by a well-formulated shell script 20 years ago.
We wanted to bring the model to people where they are without having to commit to a specific tool or radically change their workflows. We also wanted to make a way that lets people experience the model’s coding abilities as directly as possible. This has tradeoffs: it uses a lot of tokens, and is rough (eg. it shows you tool errors and model weirdness), but it also gives you a lot of power and feels pretty awesome to use.
A Timeline of Unix Shells
It's sold as a reference material, but the photography inside is beautiful.

Even if you think the techniques are outside of your reach, it's a really lovely "cookbook" to look through.
That's actually not correct at all either. After the first pass makes the largest element the first element, every pass after that is a single iteration of (reverse) bubble sorting the beginning of the array, increasing the array that is sorted. So, the second pass doesn't end up with the largest or smallest of the list, just the smallest of the selected prefix.

Once the iterator reaches beyond the length of the tested prefix, we know every element after it will be smaller because we bubbled the largest element to the iteration point which means we won't do any checks there after. In fact, excepting the first pass, this inner loop can break whenever it sees it is comparing against itself.

Edit: The original article on this has a visualization that can help: https://unnamed.website/posts/i-cant-believe-it-can-sort/
This is morally obvious. We only have a law about it because somebody's feeling greedy or squeezed.

Law is a maximally complex representation of reality manifested by anxiety.
depends on the edition

https://github.com/unkyulee/micro-journal/tree/main/micro-jo...
There is no jobs problem in the US though. Unemployment is at 4% which is mostly just job churn. Long term unemployment is only 1%.

US consumers, that’s all of you, are being hammered with taxes on imported goods most of which can’t realistically be produced in the US anyway, to solve a problem you don’t have.

A commitment like this takes years to plan. It can’t possibly be a response to tariffs announced weeks ago. This is all optics.
What tools do you prefer?
I worked with Macromedia at the time and they were all for people pirating their software and actually listened to them talk about seeding their betas to pirates.
Well, now I have to play with it, try to see how it will generate code for our agentic assistance (we do rely on code to execute tasks flows), etc.
It's also about weakening the federal government. Cutting regulations and throwing everything into chaos. It took some time for me to buy into the Techno-authoritarian theories, but the evidence is overwhelming.
You see some technologies in the energy space where there is widespread adoption and rapid learning: photovoltaics, lithium batteries, and hydrofracking are examples.

The normal case is that unrealistically low cost estimates persist in the literature for years unchallenged and there is little adoption: green hydrogen, new nuclear, anything involving pyrolysis are a few examples.
> C does actually have aliasing rules

If you're referring to e.g. gcc's -f[no-]strict-aliasing option, then that's more about type compatibility than about limiting the scope of memory aliasing in general. If you mean something else, I'm interested to hear more.

> this is the list for D, not in general

Yes, I know. But it's the first authoritative source I could think of on memory safety in C-like languages. I don't think the list is wrong for C proper, just probably not exhaustive.

> Rust is fine with you taking the address of a local variable

Yes! But circling back to the earlier point: in Rust you can do this specifically because the language has well-defined lifetime semantics on variables and ownership. And as such, Rust can guarantee that a) a pointer to a memory location does not outlive the scope of the memory allocation itself, and b) when two variables/pointers refer to the same memory location, there is a compiler-enforced protocol for accessing and mutating that memory.
I hope https://news.ycombinator.com/item?id=43163761 can change the "I sort of get why" into a "I get why"~
If you are open to alternatives, try https://glama.ai/gateway

We currently serve ~10bn tokens per day (across all models). OpenAI compatible API. No rate limits. Built in logging and tracing.

I work with LLMs every day, so I am always on top of adding models. 3.7 is also already available.

https://glama.ai/models/claude-3-7-sonnet-20250219

The gateway is integrated directly into our chat (https://glama.ai/chat). So you can use most of the things that you are used to having with Claude. And if anything is missing, just let me know and I will prioritize it. If you check our Discord, I have a decent track record of being receptive to feedback and quickly turning around features.

Long term, Glama's focus is predominantly on MCPs, but chat, gateway and LLM routing is integral to the greater vision.

I would love feedback if you are going to give a try frank@glama.ai
Yep, my experience as well. It's just not worth it.
It always returns a Not Found error for me. Using the curl command copied directly from the docs:

$ curl https://api.anthropic.com/v1/models --header "x-api-key: $ANTHROPIC_API_KEY" --header "anthropic-version: 2023-06-01"

{"type":"error","error":{"type":"not_found_error","message":"Not found"}}

Edit: Tried creating a different API key and it works with that one. Weird.
IF there are people involved in a situation where there's a risk of death, that's an objective fact. There is no 'correct classification' issue here. The article collects all shootings that happen on school properties, you can derive subcategories from that. On the other hand, if your selection criteria is, say, 'shootings where someone tries to kill as many students/teachers as possible' you'll omit a lot of very real shooting incidents. It's better to have more data than less.
Depends how you count it. I wouldn’t count most gig app workers as employed. But the government does.
MacOS is definitely not perfect. I'm being snarky. But it has been my anecdotal experience as both a user and observing colleagues that MacOS is more reliable and stable for desktop use than Linux. This is unsurprising since it's easier to build a stable walled garden than an open ecosystem.
I think the approaches usually fail because commercial farming with chemical fertilizer is pretty efficient and optimized to work at a large scale.

A lot of agtech startups (think vertical farming) just don't get this. They don't understand where the inefficiencies are, or how their approach loses efficiency at commercial-farming scale, or how the approach doesn't integrate with other necessary machinery, etc.
Is it still worth the terrible compromises to our digital freedoms we as a society have to make in order "to promote the progress of science and useful arts"?

I'd argue that the pendulum has swung so far to the side of IP holders that this trade-off is one I no longer support. IP laws were designed for a different world, and in our current age they are often used to lock down content, control devices, and restrict how we interact with technology.
That's been my experience as well with projects, though I have yet to do any sort of A/B testing to see if it's all in my head or not.

I've attributed it to all your project content (custom instruction, plus documents) getting thrown into context before your prompt. And honestly, I have yet to work with any model where the quality of the answer wasn't inversely proportional to the length of context (beyond of course supplying good instruction and documentation where needed).
The models weren't allowed to access the internet, meaning they couldn't just crib similar answers that'd been posted online

So… not the same basic tools that a human has when coding?
> You hate Terraform so much you'd rather learn Erlang than write another for-loop in HCL.

..

> After years of complaining about Terraform, you'll fully embrace Crossplane and write a scathing Medium article titled 'Why I Left Terraform and Never Looked Back'.

Hahahaha.
No Shame in Starting Over
It burns through tokens like crazy on a small code base https://i.imgur.com/16GCxiy.png
The sense I'm getting from the replies to your comment is that this product is targeting that segment of the engineering community that knows how to write Laravel apps, but is somehow unable to run Laravel apps.
Thanks! I'll send you an email sometime if I make any progress on it! :D
News already corrected.

"Google Co-Scientist AI cracks superbug problem in two days! — because it had been fed the team’s previous paper with the answer in it"
https://news.ycombinator.com/item?id=43162582#43163722

Let's see how many points gets the correction. It would be good that achieved the same or more visibility than this one to keep HN informative and truthful.
Uber was a better consumer experience, but I don't know that it's really a "better solution" than taxis.

It was unprofitable until literally this quarter, and the majority of that profit was, I believe, earned from food delivery services.
Do they also ask for the meaning of entree in this test?

Even Miriam Webster has a note that Americans mistakenly use it for main course (completely incorrectly) because French sounds fancier.

https://www.merriam-webster.com/dictionary/entr%C3%A9e#:~:te...
Is it laziness, or is it hubris? In a world where some people are told what they do is so good they essentially have infinite wealth, it's hard to convince them that any specific decision they make is an error.
Right now no, but if you run in docker, you can use `--dangerously-skip-permissions`

Some commands could be totally fine in one context, but bad in a different i.e. pushing to master
honestly, is this something that anthropic should be worried about? you could ask the same question from all the startups that were destroyed by OpenAI.
I never got into the Sierra ones, but I was familiar with some of the LucasFilm/Arts ones (Secret of Monkey Island and Loom were two of my family's early CD-ROM titles), I was deeply intrigued by Myst, and we won a copy of Star Trek: Judgement Rites from a local TV station when Star Trek: The Next Generation was ending (I always wanted A Final Unity, but never got the chance to buy it). Oh...I guess some others like Hugo's House of Horrors and "Dare to Dream", written by Cliff Bleszinski when he was 17. (and I vaguely remember an Incredible Hulk game on maybe the Apple II, that seems like it was some kind of text adventure).

I went back and played a lot more during college, especially a few of the early text adventures, more of the Lucas ones, the rest of the Myst series, The Longest Journey, and others.

I think they taught me a lot about looking for patterns, creative jokes, use of trial-and-error, and that sometimes things that are totally obvious to some people will be incredibly obscure to others. They also encouraged detail-orientation. I've ended up working as a software developer, and I sometimes wonder if early exposure to puzzle games helped encourage that.
False, USA has a big problem with manufacturing. All US jobs are service jobs to prop up consumer economy, that have no strategic benefit.

A lot of fake employment and low productivity jobs are in the government/NGO sector, paper pushers, DEI jobs, law/compliance type jobs - that should have been manufacturing jobs instead.

USA has no shipyards and infrastructure is crumbling precisely because of misallocation of resources and labor
As U.S. marriage rate hovers at 50%, education gap in marital status widens
iPhone 16 Pro Teardown – How Every Single Piece Inside Works [video]
Wait at least 24 hours and only if it didn’t get many votes.
Sometimes I wonder if there is overfitting towards benchmarks (DeepSeek is the worst for this to me).

Claude is pretty consistently the chat I go back to where the responses subjectively seem better to me, regardless of where the model actually lands in benchmarks.
When you are prompted to accept a bash command, we should be giving you the option to not ask again. If you're not seeing that for a specific bash command, would you mind running /bug or filing an issue on Github? https://github.com/anthropics/claude-code/issues

Thinking and not thinking is actually the same model! The model thinks automatically when you ask it to. If you don't explicitly ask it to think, it won't use thinking.
I don't think Steve Jobs would care any more about command-line MacOS tools than Tim does
ahi interesting

so residual error derivatives in a sense?

the diamond construct also feels evocative of dimer &/or branched manifold / lattice methods, be that Viterbi or otherwise 2.2 in op post is reminiscent of that, e.g., if we view the DCT reconstruction as implicit matched filter

yes in theory should converge on similar result may quickly get into alternating conic optimization especially depending how the signal pair constructed, e.g., if one signal is an ECC &/or if L1 regularization is operating as an error squasher alternating op,

definitely good stuff
Oh yeah, manual input is going to be a big part of it.
The system should ideally try to map the image to a standard recipe with the ingredients and then hand over control to the user to make any modifications they like.

Computing the nutrients from the ingredients should be reasonably accurate post this because that has a direct mapping in the USDA FoodCentral dataset.
I haven't been able to find ClaudeCLI for pubic access yet. Would love to use.
Not anymore in english, because the second went basically completely extinct except a few location- or activity-specific exceptions like food trucks and sport concessions.
I also wouldnt count fake bullshit government/corp/college administration jobs (email jobs) with negative productivity
It cost Apple $0 to say they'll spend $500B.
What you are describing is science fiction and is not worthy of serious discussion.
Does this really require stochastic calculus to prove? This should just be a standard integration, based on the fact that the expected number of samples required for fixed A being 1/(1-A).
Why is Claude-3.5-Haiku considered PRO and Claude-3.7-Sonnet is for free users?
For this: https://news.ycombinator.com/item?id=43154760. Different audience :) For folks who are familiar with SQL and prefer using that you should! You can use something like Directus as the admin backoffice for your non-technical end-users, but keep pulling/modifying that content straight from SQL elsewhere~
yeah besides the first and last chapters, this is pretty much I, Robot in a nutshell
Does this actually have an 8k (or more) output context via the API?

3.5 did with a beta header but while 3.6 claimed to, it always cut its responses after 4k.

IIRC someone reported it on GH but had no reply.