skysight-inc/HackerNews huggingface dataset:
One camp is a high specificity camp, the other is a high sensitivity camp. You definitely know what camp you are in if you are only making the argument you can detect true cases of LLM use without many false positives- I've already admitted less blatant LLM use goes undetected so I am not arguing for high sensitivity.

And we have plenty of evidence of hallmarks of LLM use, we can even replicate the LLM resume generation process if we wanted. There is plenty of useful "training data" available even if you don't have a validated set of resumes submitted for this type of role at this type of company from this demographic of applicants.

Basically what you are trying to argue is that you can't have confidence that the animals you see people walking down the street on leashes are dogs unless you ask the owners whether they are dogs are not... AND that it doesn't matter that dogs are highly distinct from other domestic pets AND that we've seen many verified dogs before in other contexts, AND have even bred different varieties of dogs on our own.

I highly doubt that you maintain that standard for inductive inference across the board in your own practice. Life would be very difficult if you refused to make inferences about novel things (with any confidence) based on generalised patterns derived from other, similar cases.
What happened to Liberty?

The CEO is not controlling their time, he's buying it and they're selling it.

What other reasons do you have?
That’s a given.

But by casting an actual vote for “green party”, you are not only electing green party, but you are also sending strong signal to other parties, that there is an active voter who cares for “green” ideas. (Other parties may opt to include some “green” green ideas into their campaign, or even schedule)
I've lived in Japan for over a decade and I think this article summarizes some aspects of English education well. I'd like to share a few of my thoughts and experiences too.

English is often put on a very high pedestal. Speaking fluent English is associated with being "elite". A tech company in my city is slowly moving to doing all development work in English. I went to a casual tech talk event they held. Every talk was given in Japanese and most of them started with a joke along the lines of "[In English] Hello everyone, good evening! [In Japanese] Hahah, of course I'm not going to give the whole talk in English" It makes sense to give all the talks in Japanese to a Japanese speaking audience, but the whole vibe was that English was so impossible that the idea of giving a talk in English was absurd.

Some of my friends have kids with mixed-roots. They have grown up speaking English and Japanese. They sometimes modify their English pronunciation to sound "more Japanese" when they start English classes in school. They don't want to stand out amongst their peers.

I remember one kid, who was tri-lingual. He told a story about being called upon in English class to translate the Japanese word for "great-grandfather". He translated it correctly but his teacher said "No, it's grand-grandfather". They teacher and the class laughed at him. Of course, there are bad teachers everywhere but one wonders if the teacher would have tried to take him down a peg so much if he fit in a bit better. He ended up moving to Germany with his family. It makes me feel quite sad that a kid born and raised here can end up feeling more at home in a place he has no connection to.
I get around most of the if stuff using "for each" to iterate over a map. That map might be config (usually from the hiera data provider) or the output of another deployment. It's not generally a very flexible "if" that you need most of the time, it's more like "if this thing exists then create an X for it", or "while crafting X turn this doohickey on of that data set has this flap", which can be accomplished my munging together days with a locals var for loop (which support if statements).

Honestly, I only use terraform with hiera now, so I pretty much only write generic and reusable "wrapper" modules that accept a single block of data from Hiera via var.config. I can use this to wrap any 3rd party module, and even wrote a simple script to wrap any module by pointing at its git project.

That probably scares the shit out of folks who do the right thing, and use a bunch of vars with types and defaults. But it's so extremely flexible and it neutered all of the usual complexity and hassle I had writing terraform. I have single handedly deployed an entire infrastructure via terraform like this, from DNS domains up through networking, k8s clusters, helm charts and monitoring stack (and a heap of other AWS services like API Gateway, SQS, SES etc). The beauty of removing all of the data out to Hiera is that I can deploy new infra to a new region in about an 2 hours, or deploy a new environment to an existing region in about 10 minutes. All of that time is just waiting for AWS to spin things up. All I have to do in code is literally "cp -a eu-west-1/production eu-west-2/production" and then let all of the "stacks" under that directory tree deploy. Zero code changes, zero name clashes, one man band.

The hardest part is sticking rigidly to naming conventions and choosing good ones. That might seem hard because cloud resources can have different naming rules or uniqueness requirements. But when you build all of your names from a small collection of hiera vars like "%{product}-%{env}-%{region}-uploads", you end up with something truly reusable across any region, environment and product.

I'm pretty sure there's no chance I'd be able to do this with Pulumi.
What about trying to steal the last election and deliberately interrupting the peaceful transfer of power? First President to not attend the inauguration of his successor for 150 years.
In document recognition they’re going to replace everything that came before. A couple of years ago you needed a couple of ML experts to setup, train and refine models that could parse through things like contracts, budgets, invoices and what not to extract key info that needed to be easily available for the business.

Now you need someone semi-proficient in Python who knows enough about deployment to get a local model running. Or alternatively skills to connect to some form of secure cloud LLM like what Microsoft peddles.

For us it meant that we could cut the work from 6-12 months to a couple of weeks for the initial deployment. And from months to days for adding new document types. It also meant we need one inexpensive employee for maybe 10% or their total time, where we needed a couple of expensive full time experts before. We actually didn’t have the problem with paying the experts, the real challenge was finding them. It was almost impossible to attract and keep ML talent because they had little interest in staying with you after the initial setups, since refining, retuning and adding new document types is “boring”.

As far as selling hardware goes I agree with you. Even if they have the opportunity to sell a lot right now it must be a very risk filled future. Local models can do quite a lot on very little computation power, and it’s not like a lot of use cases like our document one need to process fast. As long as it can get all our incoming documents done by the next day, maybe even by next week, it’ll be fine.
> need dataframes and pandas? cuDF. need compression/decompression? nvcomp. need vector search? cuVS. and the list goes on and on and on.

Sure, but that doesn’t mean I’m going to pay a billion extra for my next cluster – a cluster that just does matrix multiplication and exponentiation over and over again really fast.

So I’d say CUDA is clearly a moat for the (relatively tiny) GPGPU space, but not for large scale production AI.
Reform gutted the Tory party largely on anger over immigration the Tory party itself whipped up.

Their incredibly incompetent string of PMs didn't help, but without Reform spoiling, they'd at least still have had a shot.

Note how Labour didn't win this as much as the Tories lost it: Starmer got fewer votes than Corbyn. Starmer failed to attract more voters despite running against the most ridiculed government in modern British history. People didn't want Starmer, they wanted not-Tories, and on the right that meant voters fleeing to the anti immigrant Reform.
Unless and until I see a clear privacy police analyzed by a lawyer, stating categorically that this doesn't happen, I think it's wise to assume that you are correct here.
Here are some of the tools which you may like:

- GitHub Copilot
- CodeSee
- Sourcegraph
- Swimm
- GitLoop
- bloop
- Codex Atlas

If I could ask an AI one question about a codebase to help onboard developers, it would be:

What are the main architectural patterns and dependencies in this codebase, and how do they interact with each other?
Actually I was just listening to this song, when OP recommended the SpaceX video and I did not want to pause the song. A happy accident.
> If Canadians are still able to use and post on Tiktok I'm not sure there is a speech/censorship issue here. Maybe Tiktok Canada was harboring spies or something,

If tiktok is allowed to do business in the country, then they can buy allegiance via the creator fund which makes it harder to get citizens to realize (and leave it) once they start deploying active measures.
Smashed TVs, Broken Windows, and Cracked Plates
HTQL: SQL like query language for extracting data from HTML structures
Works fine for me on macOS 13 with Safari Version 18.1 (18619.2.8.111.5, 18619)
Companies with the most popular open source projects
Is it safe to say we've crested the peak of the Gartner Hype Cycle for AI?

I've seen several essays/posts describing "AI Fatigue" recently.
> Off-topic rant… I’ve seen identity politics mentioned over and over again the past 24 hrs. I don’t know what the definition is, but promising to dismantle the legal and medical apparatus surrounding an entire identity sure looks like identity politics to me.

That policy clearly and specifically targets children from a medical perspective, not an "entire identity".

You could say arguing the government will only recognise two genders or ban people born men from womens sports is transphobic, but it seems a weak position. The policy doesn't do anything to adult trans people that I can see, beyond the sports element.

The summary appears to be "adults can make these decisions, not kids", which a few years ago was seen as a fairly moderate position.
The author writes primarily about generative art; most of their articles are explorative and usually demos images generated from code.

My guess is that the images were included in this article to keep with the theme / aesthetics of the blog in general.
Was Mike Pence getting chosen for his Christian background not an example of identity politics? Was JD Vance being a younger politician to balance old Trump identity politics? Everything relates to identity politics
Fine. It's now only 10^10 times the age of the universe. much better.
You are hitting the nail right on the head.

> have lead to an outsized perception of it being for the public good.

Exactly!

> Yet we do nothing about it in particular (Australia and the US).

Right.

First step: getting the public to know what the role of the Fourth Estate is in a democracy.

Second step: getting the public to know that they currently live in absurd infotainment landscape, getting them to understand how their media works.

Third step: getting the public to understand the importance of democracy.

Fourth step: holding media outlets accountable for misinformation.

The big danger for those in the know is that they get cynical. Then you have recreated the Soviet/Putin ecosystem, and the oligarchs have free reign. America is inching far closer to that, but in the mind of Americans "this can't happen here".
Systemd 257-Rc1 Released with a Ton of New Features and Changes
But there are people who owns those iPhones, and many of them care that it’s an Apple iPhone. When you use ChatGPT, do you care if the matrix multiplications were done on genuine Nvidia hardware, or custom OpenAI ASICs?
How is immigration poisoning the blood of this country tho?

What did Trump mean by that?

You mentioned Russia, the wall, NBC and typed a lot but didn't really answer the question.
Except for Factorio of course. 8,000 hours there means you've just about got the hang of it and are ready to finally get your factory set up right.

(Quip aside, you're absolutely right.)
Do you really believe the Dems would do less war? They are literally siding with Dick Cheney.

And guess what? During the Iraq War, Trump sided with Dick Cheney as well:

https://news.ycombinator.com/item?id=42074276
Its depicted in Wolf Children animated movie, where newly widowed mum sees a "we pay you to live in this village house" as best for her limited savings and she teams up with 5 fellow mums to commute her kids to school to a town with one.
As this service is under development, so there are no active users. But user testing has already started in programming schools in Japan with 10~20 kids from primary school. In the future, the aim is to make the software available to programming schools and primary schools worldwide.
Tariffs hike plan will end up the same as Trump's health plan, coming in two weeks, for 4 years.
Notepad and plain text is the last place I want AI. I just want a place to type and paste non-formatted (outside of whitespace) text.
It is technically correct if you take "GPU" to mean "capable of doing 2D and 3D graphics on a single chip." But I think that's hair-splitting to the point of advertisement: the older 3dfx Voodoo was a GPU that handled the 3D math while the video card itself handled the 2D math. And of course that 2D video card itself had a unit which processed graphics! "Both in one chip" is an important milestone but it's pretty arbitrary as a definition of GPU.
> They found that of mortality that occurred within 60 days post-vaccination,

Of mortality that occurred within 60 days post-vaccination and was reported to VAERS.

I suspect that the vast majority of SIDS deaths that happen a month after vaccination are not in the database.

Looking at the reportable events tables for VAERS, some vaccine-specific symptoms have longer reporting periods but generic symptoms like anaphylactic shock only have to be reported for a couple days.
"Read and change all data on all websites" - is that really needed to "redirects to the Hacker News submit page with the title and the URL filled in"?
I thought myself to be smart, so with help of Google Translate, I found the Chinese characters that were supposed to spell "3 cm"[0]. I copied them down, and in the barbershop, I proudly showed them to the barber, who nodded and invited me to the chair. The guy was stellar, but halfway through the cutting it dawned on me something is wrong. Turns out, what I thought was "cm" was actually spelling "mm"!

He would've likely double-checked with me if I tried to spell this out at the shop[1], but apparently I came across as someone who really knew what they want, coming in confidently with the order already precisely written in Chinese and all.

Lesson learned. I still think the idea was good, and I'd still go for giving explicit length (it's a natural fit, as it translates to cutting head numbers for the electric hair cutters). I'd just triple-check it next time, and not act like I have it all figured out.

--

[0] - Or thereabouts; I'm sure about the unit, but the exact number might've been something else between 2 and 6.

[1] - The barber didn't know English, but knew the metric system and arabic numerals, so we've confirmed the misunderstanding with pen and paper.
I don’t disagree, but regarding your edit I’m not saying Republicans are not (way) worse, but that I’m hugely disappointed at Democrats. My hope was that instead of taking inspiration from Republicans they would lead an other way.
This is likely down to a simple oversight when loading images from articles. OP probably didn't consider GIF images. I don't think its a choice that was made to add animated images. @OP - you can use Cloudinary to transform images on the fly (also stops you using other sites resources) to fix this issue easily.
Show HN: Bringing component-based design to Django templates
Show HN: Architectural Metapatterns Book [pdf]
I wrote a free book (CC BY license) on software architecture. It classifies architectural patterns / system designs into groups according to their structure, so that each group features a specific set of goals and properties, as structure and function correlate. That results in a kind of inheritance for patterns, making it easy to learn them and even iterate over all the known architectures to analyze their properties.
Any feedback and ideas on how to promote the book is warmly welcome!
No, it is not a single thing that drove US citizen to give Trump unprecedented mandate to fix the country.

It is:

1. the selective outrage judicial system that corrupted the trust in the process , the judges and the prosecutors. Not only towards Trump, but towards his close allies and supporters

2. It it the Covid response that forced people to get vaccinated to get a job
(talk about bodily autonomy)

3. It is complete disregards for immigration law, importing into US workforce, families and criminals illegally. Causing hardship to US citizens

4. It is the visible immoral US stance on using Ukrainian lives in an unwinnable territorial war, so that US could 'weaken' Russia, while also enriching the military-industrial complex

5. Yes, it is the economy (inflation, lack of stable income, where people have to work multiple jobs to pay rent and to buy food).

6. It is a complete disregard for a family unit, parental accountability and control for mental health of young kinds. Adoption of transgender surgeries for the kids, having public schools push racial self-hate, demoralizing kids identities.

7. It is support for on campus violence against american Jews.

8. It is remarkable encouragement for transgender to compete, and even violently attack (or hurt in competition) females.

9. It emboldening the South American gangs in crossing borders, child trafficking, extortion.

10. it is distrust in 2020 election process, and the judicial refusal to actually review the cases brought in front of them.

Different 'categories' of voters were deeply disturbed by different points in the above. But the collectively -- it is clear that the problem why Dems lost is exactly in their anti-constitutional, immoral policies and constant lies by the propaganda machine and their 'experts' (that Trump is guilty of something, Russian interference, mRNA is safe ... etc)

Trump received a mandate not just to address one of the above points, but to address all of them and forever through strengthening the word of the Constitution via detective, preventative and corrective controls.
> I don't think anyone seriously disputes

... that the federal "deep state" doesn't matter, since elections are handled at the lowest level by state authorities - which are tightly controlled in red states, as much as in blue states (if not more, arguably), by the locally-dominant party. This is just how business has always been done in good ol' Murica.

Writing sweeping statements like the one you make, indicates that one lives in a partisan bubble.
Oh, fair enough. It’ll depend on the situation of course. We didn’t have they much of an issue as we already had the CI/CD pipelines for the single projects which mean we could merge multiple of them into a single project fairly easily. But as you say that’s us, we could have easily faced a situation where it would be a complete rebuild of everything if we’d used something like the Azure DevOps “drag and drop” configurations in their web gui.
One observation doesn't count. It's quite apparent from the many street interviews that the uneducated masses voted mostly for trump
A great article that will unfortunately be ignored by the people who need to learn from it.

They will continue to double down and will mock DHH for even discussing it
No, I don't believe I am particularly an exception, I believe you're just exhibiting prejudice.
If I may ask which model are you using? I have tried OCR'ing my bank statements in AI studio and the results have been less than optimal. Specifically it has a tendency to ignore certain instructions combined with screwing up the order.

Some pointers on what worked for you would be greatly appreciated.
You start as a player of games and the f#ctorio turns you into a functional programmer by the end
So the goalposts moved from you no longer believe he said something negative (he very clearly did) to him not planning on gassing the Jews.

Yes, it's distracting from the real issues, but his supporters don't care that he torpedoed the bipartisan border control bill either.

These quotes aren't about his proposals to roll back democracy, and I never claimed they were. Rolling back democracy is more about his actions to gain absolute presidential immunity.

To be clear, I don't think Trump is fascist like Hitler. He is fascist like Putin. He wants autocracy for personal enrichment, not for extermination of undesirables. He uses Hitler's rhetoric because it works, and he admires Hitler for his crowds, not because Hitler would kill the man who married his favorite daughter.
"Analysis conducted by Vanderbilt University political science professor Larry Bartels in 2004 and 2015 found income growth is faster and more equal under Democratic presidents. From 1982 through 2013, he found real incomes increased in the 20th and 40th percentiles of incomes under Democrats, while they fell under Republicans"

https://en.wikipedia.org/wiki/U.S._economic_performance_by_p...
I'd prefer @ziofill to answer, but I think:

- security - if we use quantum entanglement/teleportation to the extent I've read about how it works, then even if you still need a fiber optic cable connecting the two parties, the data is unreadable if you're not looking at physically the same wave/photons, meaning that man in the middle attack (like the ones with bending an optic cable to break it's internal reflection) is literally impossible. The data in the middle would not be readable without the receiving end entangled device, and the other side would immediately know about the attack, because an identical signal would not be readable either, as it's not the same signal anymore.

- I think the ultimate promise is transferring data without a physical link of any kind in-between. Connect two atoms, manipulate one, read the other - like ansibles in LeGuin/O.S.Card fiction. Instant interplanetary communication (which, I think, fucks up the idea of time too?)
There’s probably a way to turn it off but I hate how it auto opens the last file now.
I've seen some very impressive results just embedding a pre-trained KGE model into a transformer model, and letting it "learn" to query it (I've just used heterogenous loss functions during training with "classifier dimensions" that determine whether to greedily sample from the KGE sidecar, I'm sure there are much better ways of doing this.). This is just subjective viewpoint obviously, but I've played around quite a lot with this idea, and it's very easy to get a an "interactive" small LLM with stable results doing such a thing, the only problem I've found is _updating_ the knowledge cheaply without partially retraining the LLM itself. For small, domain-specific models this isn't really an issue though - for personal projects I just use a couple 3090s.

I think this stuff will become a lot more fascinating after transformers have bottomed out on their hype curve and become a tool when building specific types of models.
Wow that is some serious goal post shifting. From “nobody is against medically required abortions, not even religious people” to “a very small minority being affected has no repercussions”.

Of course you will not be convinced.
The working culture in South Korea absolutely seems like hell compared to most of human history. People had much more free time in agricultural societies, and they mostly spent it outdoors, instead of slaving it in the offices doing meaningless work to make shareholders richer.