This video is perfectly applicable, the rot that sets in in a large company when you have no competition to counteract it is exactly what has happened here.

Not sure a short summary will cut it.

They had no competition for a long period and ended up with an accountant CEO that caused their R&D to stagnate massively. They had a ton of struggling and failing to deliver all in most areas, and they wombled about releasing CPU generations with ~4% performance uplifts, probably saving a few bucks in the process.

AMD turned back up again with Ryzen and Epyc models that were pretty good and and an impressive pace of improvement ( like ~14% generational uplifts ) that caused them such a fright that they figured out they had to ditch the accountant.

Pat Gelsinger was asked to step up as CEO and fix that mess. They axed some obvious defective folks in their structure and rushed about to release 12th generation products with decent gains by cranking the power levels of the CPUs to absurd levels, this was risky and it kind of looks like they are being bit with it now.

Server CPU sales are way down because they are just plain uncompetitive. They have missed out on the chunk of money they could have got from the AI bubble because they never had a good GPU architecture they could leverage over to use. They have been shutting down unprofitable and troublesome divisions like the Optane storage and NUC divisions to try and save money, but they are in a bad way.

The class actions mentioned elsewhere in the thread are probably coming because the rush to make incremental improvements to 13th generation and 14th generation CPU’s resulted in issues with power levels and other problems that seem to be causing those CPU’s to crash and sometimes fail altogether.

The situation is mostly reversed on Linux. Nvidia has fewer features, more bugs and stuff that plain won’t work at all. Even onboard intel graphics is going to be less buggy than a pretty expensive Nvidia card.

I mention that because language model work is pretty niche and so is Linux ( maybe similar sized niches? ).

Please drink a verification can to continue.

The samsung TV that I bought for my son had this annoying overlay thing that pops up when you turn it on that shows all the different inputs and nags about various things it thinks are wrong with the world. It is plugged into an Nvidia shield that we do most things on, but you can’t use the shield until the overlay calms the fuck down and disappears.

It’d be great if you could just have the thing turn on and display an input like our older TVs do.

Steam can do pretty well filling a tail circuit, probably better on average. But a torrent of a large file with a ton of peers when your client has the port forward back into the client absolutely puts more pressure on a tail circuit. More flows makes the shaping work harder.

Sometimes we see an outlier in our reporting and it’s not obvious if a customer has a torrent or a DDoS directed at them for the first few minutes.

No, if two 300 megabit tails are shaped correctly, a third user shouldn’t notice that the 1G backhaul has got a bunch of use going on.

If you do, there’s something wrong or you aren’t really getting the 1G for some reason. Not generally a concern in a carrier platform.

I build ISP and private data networks for a living.

A contention ratio for residential circuits of 3 to 1 isn’t bad at all. You’d have to get pretty unlucky with your neighbors being raging pirates to be able to tell that was contended at all. Any data cap should scare the worst of the pirates away, so you probably won’t be in that situation.

If you can feel the circuit getting worse at different times of the day then the effective contention ( taking into account further upstream ) is probably more like 30 to 1 than 3 to 1.