skysight-inc/HackerNews huggingface dataset:
Besides what others have asked:

What are your access patterns? You say "no queries need to be performed," but are you accessing via key-value look-ups? Or ranged look-ups?

What do customers do with the pictures? Do customers browse through images and videos?

You mention it's "user generated data" - how many users (order of magnitude)? How often is new data generated? Does the dataset grow, or can you evict older images/videos (so you have a moving window of data through time)?

Besides your immediate needs, what other needs do you anticipate? (Will you need to do ML/Analytics work on the data in the future? Will you want to generate thumbnails from the existing data set?)

What my experience is based on: I was formerly Senior Software Engineer/Principal Engineer for a team that managed reporting tools for internal reporting of Amazon's Retail data. The team I was on provides tools for accessing several years worth of Amazon.com's order/shipment data.
They really do look like the mid-range car in a video game. Not bad, but just a bit too American and safe for my eyes.

I'm curious what a Cybertruck will actually end up looking like since they seem to have actually gone for risky with it.
MI5 Tries to Change Image by Opening Up Instagram Account
I haven't been on there in a long time, but I remember it being really really hard to use, especially for newcomers. Tons of random crap, no ranking or voting system to bubble up things that are worth reading, lots of gore (and worse), inside jokes, spam. That's why people think of it as mysterious and inaccessible.
You have effectively repeated what I quoted VA leadership as saying in the article I linked.

Responses to this information are quite interesting.
Malware operators leverage TLS in 46% of detected communications
These two issues sound totally different, a 2018 project that doesn’t use nightly should absolutely compile today, unless there was a soundness issue. (And the vast majority of projects don’t use nightly features.)

The latter bit is the opposite, that is, old compilers can’t possibly know about new features, and that’s not a compatibility issue. That’s an older tool chain issue, or maybe a “community prefers newer tool chains than distros do” issue.
I keep hoping that someone builds an electric car that looks like an early 911.
My wife has been at her current company (large like freescale, flexctronics, jabil) for 8 solid years , and she is still going strong.

Meanwhile I've been at 4 startups, from seed to Series B . I just get bored so easy.. after 3 or so years I NEED a change. Or maybe is because startups dont care about w/l balance and drain you until you quit.
Let's invert that.

Let's assume that logistics organisations consistently run out of resources. That this is a probabalistic outcome of operations. The BBC article even gives us a sense of the baseline risk, about 250 cases presently, and 85 new ones reported in 2020 (meaning that typical durations exceed a year in length).

In that case, how do you address the inevitable circumstance without creating a human rights abuse crisis, presuming sufficient consideration and political will exists for this to occur?

Elsewhere in the thread, surity bonds are mentioned. That is, a ship on entering a port or other navigational / marine facility, places a bond in which some large and far more solvent entity assures that compensation where due is paid.

International treaties (to which major transit points such as canals might be obligated to join) are another option.

An international response organisation with the ability to both intervene and impose additional sanctions on any entities which impose such sailor-arrest.

Keep in mind that the 2020 Beruit ANFO explosion occurred after a not-dissimilar situation, in which a ship was deemed unseaworthy and its cargo seized and held under exceptionally (and ultimately massively fatal and damaging) conditions, in part because its ownership and questions over compensation were not met.

(There were quite admittedly other concerns and failures, including by the Beruit port authority and judiciary, but the ownership and payment aspects touched on most of these. Hazardous cargo and storage have been at the heart of several other recent major disasters, including in Tianjin, China.)

Whilst "flag of convenience" regulations make race-to-the-bottom standards in shipping regulation common, obligations to maintain surity bonds or similar instruments of substantial duration (e.g., a year or more) to access major ports, canals, fueling depots, and the like, could help ensure compliance.
Correct, but also correct that afterward, you could not critique the game at all without being "a literal Nazi." The journos (as shown in their private mailing list) closed ranks amazingly quickly. I watched perfectly reasonable critiques get removed from comment sections before the comment sections were inevitably shut down "to promote better discourse."

As usual, it isn't the crime, it's the coverup that gets you, and GamerGate was a great example of that.
That's my point, though, the front doesn't need to be that shape any more, do something else (i.e. what Porsche have done with the Taycan, which just tapers all the way down to the number plate).
I knew about the monkey models from Iraq, but I never made the connection to supply chain resiliency and wartime production. Thanks for the new perspective!
Car manufacturers released all of their slots at the beginning of 2020 so those were sold to the entertainment industry instead. Turns out there is a price on not dying and it's "a car instead of public transportation".
Yes, it's a difficult term. Even "bootstrap compiler" returns JS library results. I'm not claiming my example was the best one for demonstrating AROUND(N).
I was on a 6+ hr plane ride over open water and therefore had no internet. I had my laptop and some work I wanted to complete, and it was an enlightening experience trying to program without internet connectivity.

Reading local docs, perusing man pages, or just trying to deduce stuff alone gives a lot of deep understanding of some of the tools available to you.

Hot take: taking code form online tutorials is faster to get something working but can lead to low understanding & bad code. Trying to learn things alone is a very rewarding way to _supplement_ learning and I recommend people try it sometime.
And Nano has an upgrade path - to Xavier

https://www.nvidia.com/en-us/autonomous-machines/embedded-sy...
Good advice. I have some of them on twitch and in discord. Unfortunately a wide section of followers do not crossover. No matter what I do they don’t seem to want to leave their home platform(YouTube).
> How often do you think they're actually going to get called in?

Not often. But the server gods are a cruel mistress and it will definitely shit the bed when you are on your honeymoon, or maybe the day after your first kid is born.
Most of the porsche range is going electric, including the Boxster.

If that doesn't scratch the itch I'm sure people will be making Singer-esque EVs with a 911 shell.
A new way to make maps with OpenStreetMap
Measures of death in India have always been hard even before the pandemic, most are not recorded. I highly doubt that the current death count in India is anywhere as low as the official number.

In 1918 Spanish flu time, 5% of India died from what I read.
There are VIIRS maps and World Atlas 2015 map. They show fundamentally different things. VIIRS shows you sources of light pollution while World Atlas shows you how these sources of light impact the sky above you.
People already do that regardless of this new feature.
Truncation creates even more work actually. IP routers don't need to understand deeper protocols or do anything with them to fragment, simply split the IP packet into fragments and recalculate the IP checksum (and in v6 they don't even need to do that). To do this with truncation you have to know how to parse the inner protocol headers and modify things like length or checksums in those as well.

You get the same issue putting the information on the fragments. Now there is no "IP layer" there is just "well we're using IP+UDP today and how that is right now should forever be baked into this hardware that will be here for 20 years" which is excatly the problem that led Google/IETF to push headers deeper with HTTP/3 to get out of that mess.

You also can get an in-band signal that you're being fragmented in the middle without changing IP. E.g. TCP already negotiates an MSS, if IP fragments at the start of a group come in smaller than that you know there is something fragmenting in the middle.
White males make up a disproportionate amount of white nationalists compared to the total population (obviously...?), and white nationalism is disproportionately represented on that board. Thus I suspect that white males make up a disproportionate amount of posters on /pol/.

I'm sure there are other races posting racist things there as well, but I said disproportionately young white males tend to post white nationalist talking points, which I stand by and this shouldn't offend anyone.

I am in no way implying most white males are white supremacists. I'm saying most white supremacists are white males which is an uncontroversial obvious statement that I stand by.

You cannot convince me that most white nationalists are non-white, that's a silly deflection.
is this a case where GlusterFS and ZFS would work? I dont have PB of data, but many TBs. Gluster nodes are spread around globe, use ZFS for the "brick" and then the Gluster magic gives me distribute / replica.

surprised I didn't see Gluster already in this thread. maybe its not for such big scale?

edit: Wikipedia says " GlusterFS to scale up to several petabytes on commodity hardware"
At that kind of scale, S3 makes zero sense. You should definitely be rolling your own.

10PB costs more than $210,000 per month at S3, or more than $12M after five years.

RackMountPro offers a 4U server with 102 bays, similar to the BackBlaze servers, which fully configured with 12GB drives is around $11k total and stores 1.2 PB per server. (https://www.rackmountpro.com/product.php?pid=3154)

That means that you could fit all 15TB (for erasure encoding with Minio) in less than two racks for around $150k up-front.

Figure another $5k/mo for monthly opex as well (power, bandwidth, etc.)

Instead of $12M spent after five years, you'd be at less than $500k, including traffic (also far cheaper than AWS.) Even if you got AWS to cut their price in half (good luck with that), you'd still be saving more than $5 million.

Getting the data out of AWS won't be cheap, but check out the snowball options for that: https://aws.amazon.com/snowball/pricing/
It's worth watching Sandy Munro's youtube channel to see what the justification for the Cybertruck body shape is. I changed my mind on them after watching it.

One question I never see answered is how Teslas will deal with collision repair expense once the bugs are shaken out of the insurance and bodyshop system.
HN is not a person - it can't have human qualities like being hypocritical about something. That would be like calling a room hypocritical because people in it disagree. The community is a statistical cloud of people whose views are all over the place.

While I have you: could you please stop creating accounts for every few comments you post? We ban accounts that do that. This is in the site guidelines: https://news.ycombinator.com/newsguidelines.html. You needn't use your real name, of course, but for HN to be a community, users need some identity for other users to relate to. Otherwise we may as well have no usernames and no community, and that would be a different kind of forum. https://hn.algolia.com/?sort=byDate&dateRange=all&type=comme...
I am a user of currencies, and that gives me the right to proclaim that impossible reversibility of transfers is a bug for functioning as a currency.
The article is pretty light on the "why", in fact it doesn't approach the question at all, and it's wrong on the basics. Unified memory is hardly new, the competing Intel mobile architecture with IGPs has had unified memory for 17 years.
South Korea and Vietnam also have collaborative cultures and non-divisive governments/media trying to cash out on the pandemic.
Back in the days of MS-DOS I wrote what I thought was a fairly clever search algorithm making use of the XLAT instruction. It could search for N= 1-8 characters in a block of text in a loop 7 instructions long, which I'm trying to reproduce from memory

start:
xor ah,ah
lea bx, masktable
mov cx, textlength
lea si, texttosearch
test_character:
or ah, startbit (set bit 8-N of the ah register)
lodsb (get a character into AL)
xlat (AL gets [BX+AL])
and ah,al (masks off non-matching characters)
shl ah,1 (AH=AH*2, carry goes into Carry Flag)
jc match_found ; we found a match, break out
loopnz test_character
no_match_found: ; get here if there isn't a match

In a 64 bit environment, you should be able to search for up to 64 characters fairly quickly, using a table that is 8*256 bytes, you can do case insensitive searches, along with a ? for any character to do some wildcarding. The nice thing is that everything is in the cache until you jump out when you have a match, and not before.
Doing something freely of choice with no (or very mimial) downside risk, and doing it at the penalty of losing ones jobs, whilst the employer denies the practice, have substantial daylight between them.
In the US, more people in the 55-74 age range have died than the 85+. Those are people who are taking care of grand children, or are still working. These are people that society has spent decades making fully functioning parts of society. A child has had none of that investment.

A society of just children wouldn't work, just as a society without wouldn't work.
That Google would even know the contents of my files -- much less potentially make a decision, based upon subjective analysis, to penalize me for those contents -- is such a foreign and insane idea to me.
For many applications 1 fps is plenty though
It’s okay! Thanks for taking the time to read/reply it means a lot.

Thanks everyone who upvoted to help raise awareness too. This was my last resort so I really appreciate all the help/kind words.

I really wish at the very least they would have given me a way to respond/contact them vs termination with no hope of response.
The stockpiled chips would have been made before the shortage, so that doesn’t follow.
Or the comparison is flawed, farmers aren't dumb and it makes economic sense to buy the Deere?
> we'd all get a good laugh at that.

And who are we to laugh?
I think if I _had_ to decide (I'm not the best informed person on the matter) I'd lean towards leofs[1].

I only read about it, but never used it.

It advertises itself as exabyte scalable and provides s3 and nfs access.

[1] https://leo-project.net/leofs/
Capacity is sold out for several months. Next free slots are in several months. Even 1000x price may not get chips manufacturers need.
> Existing formats like MBTiles are based on SQLite. This limits the ability to self-host maps to those confident running a server in production.

Is that comical, or is there a deeper meaning I don't understand?
Yes. It’s really a testament to the praise of Tim Cook as a master of operations.

It’s quite a statement that Apple launched four variants of the same product (M1 Air, M1 Pro, M1 iMac, M1 iPad) in the middle of a supply chain apocalypse, all within a few weeks and is both delivering on schedule and even putting the product on sale.

Call your HP rep and try to buy an LCD monitor right now.
For an EV, maybe consider leasing.

For a conventional car you'd sell after 5 years or drive it for ten to reduce TCO, so you'd want to compare that with the monthly cost for (say) a 36 mo lease.
malaria vector is mosquitoes, which are particularly devastating in tropical areas with rainy seasons that end up with numerous stillwater deposits.

Stillwater deposits (i.e. no fish) are the perfect breeding grounds for mosquitoes. If you have a very wide area with poor transportation infrastructure, or if you don't have funds to fumigate for mosquitoes...you are toast.

The incidence rate should not be surprising for anyone that has lived in a tropical country with a rainy season.

You can't run and you can't hide. Mosquitos come out when you sleep, and use body heat and breathing to find their victims. You will be bit by mosquitoes. Many times. Sometimes multiple times a day. The question is whether you get enough bites that chance will deliver a malaria bite.
Nit on economic dynamics: more a Greesham's Law circumstance (bad or no regulation drives out good) than a tragedy of the commons (uncontained resource allocation leads to global overuse).

They're similar, but have some significant and relevant distinctions.
That's partly true but I like to know what that group is thinking. As bad as it is, I don't detect any energy towards violent overthrow of the US Govt as was expressed by Timothy McVeigh in Oklahoma City. Maybe elsewhere, but not on 4chan/pol/

There are a lot of people on 4chan from non-European countries. I've seen vile anti-semitism expressed by someone with a Saudi flag. It's not uncommon.
That is exactly the example in the linked article.
Funny thing is... while they are saying FB has been preparing the audio app for a long time but the interviewee has the blue yeti mic in wrong direction!
I C what you did.
This is really ironic given the fact that Toyota was really at the cutting edge of 90s JIT manufacturing and this was one of worries that was raised in the. Their response, "we have multiple sources for parts." [0] But over time those multiple partners migrated to the same geographical locations, and then an earthquake hit.

[0] I'm totally paraphrasing here as I remember reading it in some magazine years ago.
It's toilet paper all the way down...
It actually is GPUs and CPUs.

AMD growth is gone through the roof in general computing, and they're the sole supplier for both PS5 and Xbox's CPU and GPU chips. Unlike Intel who have their own fabs, AMD is locked into TSMC - and when auto manufacturers relinquished slots, they went in.

Nvidia ships a boatload of chips for Nintendo Switch plus GPUs for almost all altcoin miners that can be mined with GPUs and everyday regular gamers.
I naturally assume that a lot of products with computers that are subject to government testing cheat in some way.

Betcha that some Energy Star appliances can detect when they are being run through a test cycle.
Dealing with a contagious disease is not rocket science. But in China you get sent to prison for breaking curfew while in the Netherlands you get a €95 fine.
Yes, although I don't know if all states have them. In NC they are called Company Police which are considered Special Police Officers commissioned by the Attorney General. It started in the 1800s with the textile mills and company towns. They may only exercise jurisdiction on their employers property, or they may be employees of a security company that is hired and granted jurisdiction by other businesses. Most companies that do it have both security (Private Protective Services) and police (Company Police) services available. The only authority they have outside real property owned by their employer/client is when in hot pursuit.

Private universities, same as public, may have Campus Police instead of Company Police, and those officers also have jurisdiction on public ways passing through the campus. In some cases they also have one mile extraterritorial jurisdiction; moreover, they can receive broader jurisdiction through agreements with the city/county law enforcement.

Railroad police are to be certified in their home state and have nationwide jurisdiction by federal law, on the property and rights-of-way of their employer as well as in connection with its services (conceivably quite a wide scope as railroads run right through virtually all major cities--the CPD "bait truck" incident that cause controversy a few years ago involved NSRR Police). With the exception of Amtrak, these are all private companies.

I'm not sure to what extend qualified immunity does or does not apply to them, however.

PA definitely has something like this too.. just like in NC, it originated from company towns, in their case mining.
World Atlas 2015 model accounts for elevation. So locations with higher elevation are darker. But it doesn't account for obstacles like a mountain range shielding you from a city behind it.
Production quality multiplatform software is much much harder and less fun to make for GPUs due to inferior DX, rampant driver stack bugs unique for each (gpu vendor, os) combination, sorry state of GPU programming languages, poor os integration, endemic security problems (eg memory safety not even recognised as a problem yet in gpu languages), fragmentation of proprietary sw stacks and APIs, etc. Creation of performance oriented software is often bottlenecked by sw engineering complexity, effort and cost, and targeting GPUs multiplies these problems.

tldr; we are not running out of reasons for wanting faster CPUs. GPUs are a crap, faustian bargain substitute for them.
Because orangesitebad was taken.

EDIT: This got downvoted (at least twice) but it's an honest response and explaining the reasoning behind either name seems redundant given the context of your question.

BTW, every one of my comments on this article has spent more time downvoted (i.e. less than 1 point) than upvoted although some fluctuate a lot. If you think this is about tone, phrasing, attitude or anything other than content, you're kidding yourself.

This isn't my first rodeo. I abandoned my old account a few years ago and took a hiatus until earlier this year with a fresh start. HN is an ideological echo chamber but sadly it's important because it's frequented by a significant amount of wealthy tech influencers (or "thought leaders" if you prefer that term) and VCs.
SpaceX successfully launches astronauts with a re-used spacecraft for first time
My mistake. Looks like it was open sourced sometime in the past year or so.
I suspect some also go siphoned off when the larp that was Q migrated from 4chan to 8chan.
I'd like to get out there sometime. Even class 2 is really good for me, so we drive one once or twice a year and camp at brooks memorial state park north of goldendale. Easy to reach, has amenities nearby, still very dark. It has a good convenience/dark ratio for people coming from Portland.
Meh. If I am driving several hundred miles in a fraction of a day, I am going to be patient and grateful. Doing that on a bike, on horseback, or on foot would be absolutely grueling and take several days or weeks.