The actual screenshot isn’t sent, some hash is generated from the screenshot and compared against a library of known screenshots of ads/shows/etc for similarity.
Not super tough to pull off. I was experimenting with FAISS a while back and indexed screenshots of the entire Seinfeld series. I was able take an input screenshot (or Seinfeld meme, etc) and pinpoint the specific episode and approx timestamp it was from.
> The actual screenshot isn’t sent, some hash is generated from the screenshot and compared against a library of known screenshots of ads/shows/etc for similarity.
this is most likely the case, although there's nothing stopping them from uploading the original 4K screengrab in cases where there's no match to something in their database which would allow them to manually ID the content and add a hash or just scrape it for whatever info they can add to your dossier.
I thought that similar inputs do not give similar hashes..but apparently that is cryptographic hashing. Locality-Sensitive Hashing methods (e.g. Perceptual hashing[1]) makes similar inputs have similar hashes.
I immediately did a little exploration for potential utility in neuroimaging analyses...not that anything was immediately obvious to me, but I love learning about things like this.
No, the library I had access to I think would not have carried that. I think it must have been my memory jumbling a couple of novels. Some part is from Captain Hatteras and some from "The Fur Country".
I’m not sure I follow. So, are you saying that wealth will become completely concentrated at the top and the rest of us are obsolete, out of work and broke?
That seems unlikely. What is the point of an economy if there is no one who is actually able to consume?
It’s more likely than you think. In fact, this was true for almost the entirety of human history. The last 100 years, where the common person is NOT in destitute poverty, is the exception to the rule.
There will not be no one who is able to consume. The investment thesis is that the investment classes' servant robot armies will be doing trillions of USD of consumption, mostly in metals, munitions, chips, etc.
I don't agree with the thesis, but that is what the thesis is.
No, we need entertainment, potato chips, some drugs and the mandated degree of access to contraceptives. I'm sure OpenAI can calculate the optimal levels of each.
And the current reaction is to make entertainment and potato chips more expensive, and to ban contraceptives and drugs.
The only saving grace of this administration's cruelty is its stupidity. It wants to rule like Rome over slaves, but didn't learn how the rulers kept the populace from uprising and rebelling.
Yes, the time-honored strategy of keeping the poi holloi fed and entertained just enough to prevent riot, but not anymore.
Long-term, it usually fails because the elites become too greedy and too complacent because they haven't seen what a large scale riot looks like, and try to squeeze too much. Then things blow up somewhere and there's a mad scramble to prevent it elsewhere by making concessions (witness all the improvements in labor rights in the West after the Russian revolution).
The point of an economy is to put a stupid flag on mars. Or to melt the ice caps so that Russia has access to ports that aren't clogged with ice. Or to get revenge and throw lavish parties. Or any of a million other arbitrary goals dreamed up by those few who get to steer this thing.
For most of us its just gas or breaks, but those at the top have non economic goals. The economic indicators are looking positive because progress is being made towards those goals, but the gloom persists because most of us don't want the outcomes that were progressing towards.
We're in a car that we can't steer, and the economist article says everything is fine because look how high the number on the speedometer is.
more importantly, good luck to any country that has to deal with an environment full of huge swathes of people festering with the anger and nihilism that comes from going from something to nothing...not for me
You don’t know until unemployment and GDP numbers are released. Generally when the fed starts making successive rate cuts, the economy is doing poorly. Since 1953 10 out of 11 recessions happened when republicans held power. So maybe that is also why I think we have a little way to go before things get better. I’m not sure why that is and I don’t want to start a political debate. Things will get better. They always do.
>I’m not sure why that is and I don’t want to start a political debate
I'm late to the party and am willing. It's becsuse we cut taxes a lot during GOP terms but no one has the balls to raise taxes back up. Thars pretty much the one bit of respect I have for HW Bush despite it being the nail in the coffin for re-election. But for the most part, GOP appeals to business, and the easiest talking point is to make them pay less taxes (though this line has blurred since Citizen's United).
That's really the gist of it. Politicians (on both sides of the aisle) need to know when to raise taxes in good times and not coast on the benefits. That way tax cuts can happen as relief in harder times. Instead we're headed to hard times and nearing default levels in the US debt. In other words: we're cooked.
Things do tend to get better, but the time scale can vary. It's hard to tell whether we're deep into a recession, or we're just starting to walk into a depression. You never really know which it is in the first year.
Recession are a natural part of the business cycle though. Like it's good to have them, Democrats not allowing a recession to occur just makes the next bubble even bigger. And all kinds of inefficient businesses are allow to zombify when the resources could be used elsewhere.
Now, the bigger problem is that you're supposed to raise taxes during the boom so that you can run deficits during the recession to recover quickly. Unfortunately we run deficits during the boom so that the crash is even bigger as well ...
Just because recessions do happen, does not mean that its good to have recessions, not does it make them necessary. Popping bubbles can be contained and not blow up the entire system if we have proper regulations, for instance.
> Democrats not allowing a recession to occur just makes the next bubble even bigger. And all kinds of inefficient businesses are allow to zombify when the resources could be used elsewhere.
This is honestly just horseshit. Both parties want to avoid recession, its just that one of them believes in established economic theories and is successful; while the other one is steeped in crackpot economics which have failed repeatedly.
> Popping bubbles can be contained and not blow up the entire system if we have proper regulations, for instance.
Perhaps we have a different definition of recessions but to me you cannot pop a bubble without a recession. How does the bubble deflate without a decrease in nominal GDP? The recession doesn't need have effects lingering for years/decades but one needs to occur.
> Both parties want to avoid recession
I mean in name only. Republicans pretty consistently just cut taxes while shifting government spending from poor to wealthy which really just causes a recession since the marginal propensity to spend of the wealthy is lower (hence ballooning SNP500 while weaker retail spending; wealthy's savings goes into SNP500 while non-wealthy cut back on consumption).
> its just that one of them believes in established economic theories and is successful
Which economic theory do the Democrats believe in? Any real theory has upsides and downsides and I just never either of the two major parties acknowledge or implement the downside (which is always required for the upside).
Large social nets are about redistributing wealth so everybody is (within a _very_ large range) equal but Democrats don't actually do this; they just give money to the bottom individuals without taking from the top which just means the future poor generations have less as they have to repay with interest to the original wealthy generations (and inheritors).
it isn't, but the post-covid inflation and subsequent rates increase has caused something like a recession, just not everywhere at once - so you see sectors busting and coming back, but overall kinda-sorta chugging along economy.
now what happens if the rates won't go down much from here might just be everything slowing down all at once and then they'll drop the rates to 0 again, so it'll get better... two years later.
Offshoring has been a thing for decades. Seriously, Yourdon wrote a doom-and-gloom book about it in the 90s. It was called “Decline and Fall of the American Programmer,” published 1992.
Then in 1996, he wrote “Rise and Resurrection of the American Programmer.”
The software industry is extremely fad-driven. During the pandemic, the fad was to hire programmers. That created a lot of busywork and coordination jobs that didn’t contribute to the bottom line.
Then Musk bought Twitter, laid off a bunch of folks, and things kept running. So the trend became “cut the fat.” In fairness, there actually was fat to cut.
Now boards are in cost-cutting mode and fantasizing about AI, so the pendulum has swung back towards offshoring. But that cost-cutting focus is going to lead to stagnation and self-cannibalization. Somebody’s going to buck the trend, have a splashy success, and the herd will trample back in the other direction.
>But that cost-cutting focus is going to lead to stagnation and self-cannibalization. Somebody’s going to buck the trend, have a splashy success, and the herd will trample back in the other direction.
Yes. But sadly, the market can stay irrational longer than you can stay solvent.
And I feel there's going to be a huge storm to survive first. I imagine many may not even make it to the next shift.
> Then Musk bought Twitter, laid off a bunch of folks, and things kept running.
I'm not sure you can give credit to Musk here. Buying a company and cutting all R&D to "juice" profits isn't his invention. Twitter is really around still in spite of his efforts as opposed to because of them; other CEOs might be doing layoffs but they're also not going out doing sieg heils. As well as he really fired them for fealty reasons and not economic ones.
It should be very telling that Grok came out of X.ai and not X. Ultimately, Musk did have to reverse some of the layoffs although with a bit of slight of hand so that Twitter could release any sort of new products.
It's not "his" thing, but he and a few early layoffs certainly made it trendy to do so. It's a small club, so seeing any "members" take any action is a sign they should follow suit.
Offshoring affects the pipeline. That means once people leave the workforce or get promoted there are no locals who’ve the acumen to take over as those roles are overseas. Now you have to hire them H1Bs because you don’t have locals with the requisite experience. Of course managers wonder why there aren’t Americans with experience to fill those roles …
Trump could cancel H1B but most likely he won't. If for no other reason than as a favour to his billionaire friends. They are more important than the popular idea of America first, American jobs etc. here Trump literally says we need H1B because we need talent, and USA doesn't have the talent. Not a good look for a supposedly America first president.. https://youtu.be/U2XUNKcKtx0?si=GOFyMGxqUIbyGD6T
In some areas and for some people, Medicaid probably does count as proper healthcare. But it certainly doesn't for other people / other places. Imagine there being one doctor within a multi-million person metro area who takes Medicaid for some sub-specialty. 90 minutes away from you by car. And you don't have a car. This is the reality for millions of Medicaid recipients, including ones I know personally in Chicago.
Not Medicaid, subsidized ACA. I know a lot of young healthy people that just take the chance of not having health care. Worse case you can’t squeeze blood out of a turnip if you have to go the emergency room.
I don’t think my older (step)son has had insurance since he got off our plan at 26 over two years ago.
Sure, although in some areas healthcare is effectively unavailable to Medicaid plan members because providers have stopped accepting those patients. Being insured doesn't mean much if you can't schedule an appointment.
Not super tough to pull off. I was experimenting with FAISS a while back and indexed screenshots of the entire Seinfeld series. I was able take an input screenshot (or Seinfeld meme, etc) and pinpoint the specific episode and approx timestamp it was from.