skysight-inc/HackerNews huggingface dataset:
I faced the same problem. Some analysis in retrospect, having kids who have now graduated college:

- your child has a wall. At 7 he is not hitting that wall.

- that wall is probably mostly related to the pure math concepts, and probably less to his actual age when he encounters them. This is my assertion and I cannot prove it but let’s assume it is true. Precalc or calc is a typical wall moment, but for others it might be geometry or trig.

- one response to an eager math learner is to move them through the curriculum faster. They are happy, because everything is fun prior to the wall! You get to be the parent of that kid who is great at math! Let’s put the pedal to metal!

- what acceleration means is that your kid will hit the wall at 13 instead of 15, or 14 instead of 16, etc.

- those two years can make a big difference. Accelerating might be positive, in that they hit that at an age where you can support them better. It might be negative, in that they now have a crisis that their peers can’t relate to. Not accelerating might mean that they respond to the wall by pouring their energies into age-appropriate activities instead, like listening to loud music or being grumpy.

So no easy answers here. We did not think ahead clearly, and pushed forward, and had some decisions to make later. In retrospect I think it turned out fine, but I wish I had known that I was pulling the wall forward in time.
Not all stations are built equal, but I do agree that this is mostly symbolic. But it could be a harbinger of much more problematic censoring of US air quality data.
This software comes from Rivian, for which VW paid them a few $billion over a few years.

This influx of cash from VW is the only reason Rivian is still in business.
He's an autocrat acting on delusions of empire building. That is the root of Russia invading Ukraine. All the other excuses are ancillary or nonsense (Nazis etc)
This paper seems like it misses the forest for the trees. The analysis is certainly interesting and the proposal sounds viable, sort of like a sliding window attention with a little more history.

But if it is true that the separators contribute the most towards the attention scores, wouldn't that imply that the tokenization scheme can be improved? Introducing a compression scheme seems like patching around that compared to if the model naturally generated a more random attention distribution.
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Explainer video https://youtu.be/kwacjCA1Oug
I've been using tailscale/tailscale-caddy[1] successfully to serve applications only on my tailnet. It says highly experimental, but it's worked just fine for me.

[1] https://github.com/tailscale/caddy-tailscale
Have you bothered to spend any time looking at their entirely open source product, docs, handbook, etc? There are many different things going on here. A gross and frankly ignorant simplification, considering what they've built.
Or we can just keep using the system that's already there and already works, rather than tearing it down and funneling money into some company run by a buddy of Trump or Musk to build it again, with likely worse reliability and fewer features, and charge people for access to it.

Because of course they're going to charge for it. Free API? Right.
You're forgetting opportunity cost.
The funny thing is that small companies that create a hiring process like this because they will only tolerate working with the best people actually end up selecting the best of the most desperate people, which was usually not the intention.

I've worked at many startups over the years and I've always been very involved in hiring, I call this the MDE (most desperate engineer) effect and it's something I always try to make founders, other engineers, etc... understand when the company starts to discuss hiring processes more.

The premise is simple, the difficulty of your hiring process needs to be directly corelated to the perceived future value of said company. If you are an OpenAI right now, you can have the most difficult, convoluted, time intensive hiring process in the world and the best engineers will still sit through it because they score very high in potential future value. Other companies cannot / should not have as difficult of a hiring process because you will end up selecting from a pool of people who are willing to endure anything just to get a job, get experience, get a job that pays in USD, renew their H1B visa, etc...

This doesn't mean these people are bad engineers or shouldn't be considered, but if I had a dollar for every time a founder or CTO at a startup said that this company is only hiring the best, most passionate people bar none I would be a rich man, and a lot of the people in this category just need a job to put food on the table (which seems to be exactly the kind of people the company wants to avoid at all costs funnily enough).

We had enormous success at the startups I worked at where we would talk to great engineers who worked at FFANG companies and explain the problems we wanted to work on, how we were thinking of approaching it, why it was interesting to us, where we saw the company going, and how they could help us get there as opposed to trying to squeeze them through a long tedious interview cycle. Granted these people did have previous work experience to help vet them, but again the process is something that can be adjusted depending on where the company is and what you are looking for.
Yes. Das Kapital by Marx is of course available on Amazon.

https://www.amazon.com/Capital-Critique-Political-Economy-1/...
$ apt-cache dump | grep '^Package' | awk '{print $2}' | wc -l && apt-cache dump | grep '^Package' | awk '{print $2}' | uniq | wc -l

152007

152007

You can call it lynx all day long, but it won't be lynx in the Ubuntu repositories as that name is taken, and as you can see above, there are no duplicates.
oh okay, so you're not really running the original byte code. You're cross-compiling it to a different architecture effectively. That makes sense then!
It's a vicious circle.

Farming mfg out, puts those people out of a job, those out of a job can get lower pay or go on the dole -that comes out of all those "poorer people's" taxes. And, while we're at it, why not outsource poor people's labor overseas or even import cheap unskilled labor to undermine them?

No, you want to maintain a diversified, robust and self-sustaining economy that perpetuates wealth rather then siphon it overseas.
> I think people are looking for the photo-op leaders as they conceive stability even though that stability is just a mirage.

They are great for photo ops and mighty promises while they are supplying Putin with hundreds of billions of Euros; more than they help Ukraine. And then US told them to increase their defense spending and instead of doing that they they brushed it off as a joke.

It's encouraging to see them pledge more money now, and maybe a plan to build a stronger unified army, though it's not clear why they had to wait three years for it. Or even better, they should have started right after 2014.
I find it surprisingly endearing in other children, and incredibly annoying in mine. I presume because the act is funny if you are not responsible for stopping (or failing to stop) it.
I suppose he’ll deliver on his campaign promise when our egg exports are tariffed!
Russian speakers live everywhere. Russian majority states are a smaller set than the old USSR.
Idaho National Lab (the leading center for nuclear energy research and development) is 200 miles from Boise. Not a direct hit but still not fun.

https://inl.gov/
I have the same question. My only answer is that making a sleek product such as the Mac Air really is a lot harder than it seems, even in 2025.
The first part isnt really an assertion of fact but of perspective.

Consider if the delivery logistics tracking was executed by men working with paper in an office in the 1920's, and the policy was a managers. That is still "unilateral" as people who are not the manager dont have control over the policy, nor necessarily the capital to create a competitor policy.

Additionally, there is corrective feedback. This errant policy costs the delivery company reputation, sales, time, customers. In so far as the error signal isnt so small as to be buried under the noise floor, in which case it isnt a very serious issue, its repurcussions will be felt.
I wouldn't trust Musk. He's a loose cannon and an unreliable partner
With enough ketamine and frog memes you might actually convince a certain senior advisor that's a good idea. Then in a few weeks some credulous Hacker News readers will be there to congratulate them!
In this case, the author is a well-known bad-faith actor who twists and contorts reality in order to sell her political agenda.

Just any anything from this publication nowadays fits that mold. See David's Frum involvement. That's one of the people who sold the Iraq WMD fraud in the Bush administration.
> Why is the gap so large?

Good question and probably worth an article or two. My thinking is that Apple is designing silicon that makes for great laptops (M4 in this case) and then building around that. You will be hard pressed to find an x86-64 chipset that does what the Apple chipset does, and without that no matter what laptop you build around it is not going to be competitive. Nimbler companies like Framework are working with more speculative silicon (like the AMD Ryzen AI Max) which people like Dell and Lenovo won't do (yet?) But even there you get closer but not really close to something like the compute complex in the Macbook Air.
Just like with farms, success will be consolidated with a much smaller number of big companies vs the current staus quo.
Science is pretty global. The cutting edge of fusion is in France, CERN is in Switzerland, the SKA is in South Africa, and so on.

On the other hand, VC money for nothing more than a good pitch is certainly easier in the US. Although even there it's limited to very small (very expensive) parts of the US.

One measure of QOL is indeed immigration. The US and Europe both struggle with illegal immigration. The US likely attracts more legal immigration, but to be fair even that is mostly from non-European places.

It's not like there's an army of European plumbers desperately trying to get into the US.

The weather is better in Europe (but both are waaaay worse than Australia. )

And yes QOL is very subjective. Which speaks to my point, simply plucking a single metric like salary out the air is meaningless- even within the US that 7k will mean different things depending on where you live.
There’s a significant difference between advocating for murder and commenting that a terrorist group must be destroyed.
By locked down I mean everything requires authentication (and authorization), everything is containerized, and I have fairly strict firewall defaults.

Let me explain what I mean by low maintenance...

I was a very early containerization adopter and set up a company and also my home network using Docker around 10 years ago. I chose Docker because I thought it was reasonably polished and was the future of deployment. Even though the landscape keeps moving with changes in Kubernetes, Helm, Rancher and stuff like that, the actual Docker part hasn't changed in 10+ years so I haven't had to change my setup for a decade. Low maintenance for me is software that can be left mostly untouched (except for minor updates) for a long time and I judge that based on the project's future, which for me is partly judged from a project's polish.

Every time I tried WireGuard in the past, it didn't seem so polished. I don't want to waste time learning something that could go away. On the other hand, not only did Tailscale look pretty well set up, it was pretty much click and run which means that even if it were to fail, I would have not lost any time learning much about it.

So low maintenance for me is "get the most out of as little work as possible" and choosing Tailscale was the decision to achieve that. So given that I've been using Tailscale for 1.5 years with near 0 amount of configuration and so far, no real downtime, it is adequately low maintenance.
> there are too many states and not enough polls to make a model based on state-level polls

There aren’t that may states. You don’t need partisan polling in Vermont and Wyoming, for example.

> you have to infer state-level results based on something other than state-level polls

Yes. As I said. That is what you use national polls. “But the electoral college” isn’t a valid argument against election models. The reality is paucity of granular data and complexity of predicting swing states.
Really liking the promotion of "Unmanaged" containers.
It's the ones I'm using everywhere already
I wonder what data on the US by others is there
Also that the child who spent half a day at the library researching a subject probably learned something. Having an AI simply do all that for you teaches you nothing.
Lockheed out of Navy's F/A-XX future fighter competition
The way scratcher play works is that the states are required to report wins over a certain threshold. So if you keep a keen eye on the state website, it’s possible to determine how many of the big awards (say $10k+), which is where the bulk of the value is. Using that you can estimate what the outstanding prize pool is. You won’t know with any precision… but basically the idea is they look for games that have been on the market a long time, and thus sold through a large portion of their inventory, but where the big prizes are still mostly in play.

They absolutely aren’t trying to buy them all, that would just be a guaranteed loss, since they only return about 40 cents on the dollar.
Lasers can do eye/optics/arson damage in this power range, see the vid. It boils down to focus and distance. But for conventional plasma rifles, not sure.

https://youtube.com/watch?v=iVrJUbeuG44
One of my biggest gripes with csv/tsv is that they don't have formulas, for good reason (most of the time) - this format however is REALLY nice imo.

hard (but probably possible) to shoot yourself in the foot, and yet it's not nearly as easy as it is in excel.

Are there other "smart csv" formats/editors out there?
how did you arrive at this number 10000?
My personal 'unknown wisdom' conspiracy is that there's some knowledge about UAPs which is why politicians are being so weird. Rubio/Vance going from calling Trump a nazi to joining him. I know it's just they're shitty people, but part of me would rather it's some secret UAP knowledge.
That’s why it’s big syndicates that do it, to lesson anyone one persons exposure.
> > This is much more readable – but still, I don't think I can bring myself to sit down and read 77 pages of these messages right now. And that's just this one export of this one Telegram channel.

77 pages isn't that much in the scheme of thing. A court case having 77 pages of evidence would be entirely normal.
Well, perhaps not "mainstream", but I was programming on Xenix supporting half a dozen or so users at the BBC on a 386 towards the end of the 80s.
You've got to compute the entire package. One reason Switzerland comes in around the USA is that they require health insurance and retirement to be funded by the user (mandatory, this system is what Obama/RomneyCare was actually based off of). Denmark uses taxes instead, so their rate looks higher. You can't just make broad assumptions that taxation is for the same thing.
> enforces its own firmware security instead of delegating to an independent coprocessor

That depends on how we define "independent" - AMD's firmware validation is carried out by the Platform Security Processor, which is an on-die ARM core that boots its firmware before the x86 cores come up. I don't know whether or not the microcode region of the firmware is included in the region verified by their Platform Secure Boot or not - skipping it on the basis that the CPU's going to verify it before loading it anyway seems like an "obvious" optimisation, but there's room to implement this in the way you want.

But raw write access to the flash depends on you being in SMM, and I don't know to what extent microcode can patch what SMM transitions look like. Wouldn't bet against it (and honestly would be kind of surprised if this was somehow protected), but I don't think what Google's worked out here yet gives us a solid answer.
I found a bunch of stories by Googling for:

Stanford statistitian texas scratch loto

Wiki page is strangely poor, and does not even mention her Stanford PhD in stats: https://en.wikipedia.org/wiki/Joan_R._Ginther
Unlike with farms, there’s not an alternative way of life in the city to run to.
that is a lot of work to find the titles of every article ever written on that website. I am familiar with the archive format that half a dozen blogs use but they really need to come up with something more intuitive from a user experience perspective. I was hoping this OP would put together an index page with every link on his blog ever written. all he gotta do is loop through all the posts on that page and link their titles
Pretty much. In addition, PyTorch on the Mac is abysmally bad. As is Jax. Idk why Apple doesn't implement proper support, seems important. There's MLX which is pretty good, but you can't really port the entire ecosystem of other packages to MLX this far along in the game. Apple's best bet to credibly sell this as "AI hardware" is to make PyTorch support on the Mac excellent. Right now, as far as AI workloads are concerned, this is only suitable for Ollama.
SMB is small to medium sized business. May be in places other than the US.
>remarkably empathetic murderer, or an extremely high functioning sociopath.

I think we tend to over-dramatize the killer state-of-mind. I.e. I think we underestimate how "normal" it is for a stable, emotionally intelligent person to be willing to kill, when they or their kith or kin are wronged egregiously or heartlessly. It's often practicality (means, punishment, etc), rather than morality, that is the block.
Also, most laptops will run at significantly worse performance when not plugged in. Macs are much more consistent both thermally and when not plugged in.
That's not tractors so much as the benefit of owning a lot vs. a few risks.
Spies in Unit Tests Explained
DeepSeek V3/R1 uses 8 routed experts out of 256, so not all as often as one would like. That said, having even just a single GPU will greatly speed up prompt processing which is worth it even if the inference speed was the same.

Ktransformers has a document about using CPU + a single 4090D to reach decent tokens/s but I'm not sure how much of the perf is due to the 4090D vs other optimizations/changes for the CPU side https://github.com/kvcache-ai/ktransformers/blob/main/doc/en... The final step of going to 6 experts instead of 8 feels like cheating (not a lossless optimization).
And let's be honest 77 pages of telegram chats would probably take 15 or 20 minutes to read. It's not exactly Proust.
very beautiful and I appreciate how well everything works without logging in
These are still future looking and it will take Apple awhile to get there. They won't be there next month, or even a year from now, so American consumers are going to have to eat the tariff for a year, probably two, while supply chains are reformed. This isn't going to happen overnight. All the other phone makers are going to be in the same boat, so the pricing power will be there to pass tariffs on to consumers (and the few that can avoid them will take the extra profit like American steel companies are now).
I feel like people misinterpreted what i was saying. I will now, when i am looking at a processed food, look for Gum Arabic in the ingredient list, and not purchase anything that contains it. I know what it is, because i have bought it for its intended purpose prior to learning it was possibly smuggled from a conflict area.

I don't have any problem not buying products for reasons like this. No problem whatsoever. So if a company wants me to buy its product, they can use another ingredient that doesn't involve smuggling it out of a conflict zone.
"We"? Do you think the average American would pay more so workers can earn a living wage? Which America do you live in?
> He ran out of content and resorted to ragebait

I think, actually, he needed to sell content and resorted to ragebait for attention; the transition happened when he and Disney parted ways, and he stopped being a creator sponsored by a media corporation and started being an independent content seller.
PSP firmware is in system flash, but is verified by the PSP with its own signing key. PSP firmware is loaded before x86 comes up, and as long as the SEV firmware measures itself and as long as it patches the microcode loader before allowing x86 to run (which the description of the patch claims it does) I think SEV is rescuable.
> The FAA later allowed lower-ranking tower employees such as supervisors to make that call so long as they considered factors like traffic levels, weather and VIP moments.

What is a VIP moment? Does this mean they care more about safety when there is a VIP flying?
Highly likely that Trump's bumbling of COVID resulted in Biden's election.
In NYC there were refrigerated tractor trailers parked outside of hospitals for the overflow dead.
I'm sure it was just as bad in other parts of the country during those months.
Curious how quickly people forget, and I'm sure we'll have to relearn these lessons yet again.
Default install. Very literally 20+ hours a day of background time.
I'd be free to not buy from them if they released iMessage and facetime for android so people wouldn't get kicked from groupchats and prevented from being able to video call their grandmother when they switched phones.

Google hangouts / gmail works fine on iOS and android. Same for whatsapp, zoom, signal, etc. Heck, even microsoft teams.

Apple has more money than any of those companies, and yet also has the wildly most anti-competitive restrictive software, ensuring almost all of its services (apple music/books/iMessage/facetime/etc etc) more or less require all your devices to be apple devices.

I don't know if it's abusive, but it's certainly putting more chains on the user than any of the other similar ecosystems.
Sure. And what was the probability of something like that happening? About a coin flip.

It is an election using First-Past-the-Post counting. A 50:50 probability doesn't mean the final count will be close, it (usually, anyway) means there is evens odds which side is about to win decisively. The county results are expected to correlate, as are the swing states in all likelihood.
If you boil to the essence;

AI will reveal true desire, passion, resolve in any cluster of conscience.

Meaning... either an individual or group or organization will thrive... (and thats it)

(but the good, bad and ugly... at min it is the litmus of our current time)