Like many other people, I dumped the Sonos ecosystem when they started killing support for their hardware I owned and still actively used. Even with their "trade in offers" to upgrade? It made no sense, when the new speaker or interface wasn't going to sound any better than the one I already owned.

I felt like the brand was nearly irrelevant in today's world where practically every audio device supports Bluetooth connections and everything has mobile apps.

But Sonos is right about this idea/realization: They're really not a "speaker company" (at least, not one of any consequence). What they really have to offer really is an "audio operating system". How well that works out for them depends on how well they design it. But at least there's some potential buy-in for me here.

If you can make it co-exist on top of everything else i use, like streaming audio from a Mac's Music library via AirPlay or my wife wanting to send music from her phone or tablet to either the soundbar on our living room TV or alternately to her little Sony bluetooth speaker? It starts to make some sense. It's great if it makes any and all Sonos branded hardware super easy to configure and use, but should also allow managing everything else under the same roof.

Lots of posts here bashing this product while I bet exactly none of them have tried using one yet.

No argument Dyson makes a lot of high-dollar products that just attempt to be a little better/different than the norm -- and won't impress people who are always looking only for the lowest cost solution.

But I have yet to really use anything Dyson branded I thought was a bad/dysfunctional product. I owned the orange Dyson ball vacuum cleaner, many years ago, when it had only existed for a short time. It was 4x-5x more expensive than a typical Hoover or Eureka upright vacuum from a discount or department store. But I got a good 12-13 years or so of use out of it, before selling it to someone else. I remember when I first got it, thinking it felt "too plastic-y" with plastic hoses and attachments and levers. Wasn't confident it wouldn't just crack/break on me. But it never did, and my only real complaint with it was the ball design prevented getting the vacuum under the coffee table. (Obviously, switching to one of the suction attachments let you get around that.)

I feel like at $500, I don't want to be the first guy trying one of these out. But if early adopters decide it really works, and isn't too slow at sensing where gaps are between your teeth while brushing with it - I would consider buying one on sale and giving it a shot.

Physical ones are definitely rare beasts. Hypervisors make having support for it a lot more generally useful, though. You can still run into weird edge case limitations(certain PCIe devices, under some circumstances, really don't like being detached from the host and popped onto a VM); but the hypervisor will definitely be able to tell guests stories of dynamic reconfiguration that the hardware isn't electrically or mechanically capable of supporting; and being able to add or remove CPUs or RAM without rebooting is nice.

It could certainly just be a numbers game; tons of ICE vehicles out there; or whether there's an issue with accumulated cultural assumptions and engineering priorities.

I can at least imagine that there's a difference in mindset between "this is a 12v lead acid starter battery; it'll put out a solid few tens of amps for the starter motor assuming it is working correctly; but its energy density is kind of trash and we mostly prefer not to dump additional systems onto it, especially when that exposes them to the slightly gross output of the alternator" and "This battery has been designed to fully provide for all energy requirements of a vehicle; if you displease it it will probably kill you and then burn vigorously for a day or two. A foundational assumption of all systems that need energy is that they'll be connected back to it in one way or another because there aren't other energy sources here."

Not like electric vehicle designers couldn't/don't make mistakes, and certainly some of their mistakes burn with the really exciting commitment of a large light metal fire; but the engineering culture around an ICE vehicle seems much more likely to produce a string of individually reasonable, collectively dangerous, "c'mon, it's just one little 12v system" requests that get bolted onto a fairly antique battery without too much broader thought; while analogous feature demands in a fully electric vehicle will either be judged high energy enough to potentially get brought into the high voltage wiring(which, barring gross negligence across the design is treated like it can and will kill you) or totaled in to some low voltage system budget that will be handled by a DC-DC converter designed with actual care because going from 600v to 12v isn't something you do as casually as just slapping another 12v requirement in parallel with the other stuff on the 12v battery and calling it good.

Right! That's exactly it. I was part of "Gen X" myself, and while I had friends who lived the whole "latchkey kid" lifestyle to the max? It really wasn't the norm to just be unsupervised all day or night.

I remember my folks both worked, but my mom went to working only part-time, early in the morning until around the lunch hour, when we were younger. She hired an older lady as a part-time nanny for us while she was gone. When we got older, mom was always home by the time school let out - so we barely knew she was ever gone.

And also true that even for the teens I knew who had a house to themselves after school each day until bedtime? Their parent(s) weren't just buying them electric motorcycles or any of that like you see going on today. Obviously, the Internet wasn't anything like it is today. Even as a hard-core computer geek though? I called and ran my own computer bulletin board system where it was just really a local niche community of like-minded people dialing in with modems. Most heated arguments that came up on a BBS got squashed when the BBS operator decided he had enough and banned all of them. It just wasn't *anything* like what goes on now where people get video-recorded against their will in high resolution just so someone can get famous on TikTok, or ?

Rei: Do you actually work for Amazon in a capacity where you're informed on how they're obtaining these books?

I'm asking for a couple reasons.

1. We all know Amazon has plenty of money to be able to afford to buy rare, out-of-print books that are difficult to obtain. I'd be surprised if they refrained from doing so if that meant their AI risked not having some of that knowledge/information while a competitor's did. I'm not saying the guy tasked with being manager over the disposable labor doing the book scanning is authorized to make direct choices about what books to buy. I'm saying someone in Amazon corporate, in charge of the AI project itself, was probably given the funding to buy what he/she felt was needed.

2. The original article's anonymous interview with the low-level worker sounded very accurate with such statements as the details/orders changing daily and everything feeling disorganized. I can speak with some authority that that's exactly how it feels when you work for them in a non-management capacity. Multiple layers of management are dictating new processes or policies in a constant stream, and then often? The entire thing is up-ended when top level management makes a company-wide decree or mandate. Your team lead/manager is even liable to change on short notice. Their push to constantly "reinvent" causes a whole lot of reinventing of the same wheel another department or team already invented, and it's kind of a zoo. That's why I'd also take their comments as legit when they express concerns some of the books appeared to be obscure titles, etc.

I have to agree. I'm not defending Facebooks' practices, but at the same time? It seems to me social media as a whole can become addictive, or promote bad ideas to kids or teens. You have to control this at the parental level ... not just depend on corporations to self-police it all.

So sure... slap them with large fines and use the money for good, where you can. I'm not opposed. But your kid or teen wouldn't be spending all day on social media if you controlled it as their parent. By the time they're old enough to legally move out of your house? Then it's too late for you to try to "fix" anything they're doing. But before that, they live under your roof and by your rules.

Really, a lot of us in I.T. should have seen this coming.

Earlier in the year, my significant other was still gaming on an Alienware laptop that was about 3 generations behind on its nVidia GPU and had issues like a non-working trackpad (someone messed up the ribbon cable inside it while replacing dying cooling fans in it). We found a high-spec upgrade for it at the local Micro Center, selling for around $3500 with an RTX5090 in it, 64GB RAM, etc. Just about all of our friends advised us not to dump that kind of money on a gaming laptop. "Just wait, they said.... You can surely find something cheaper than that." I told her to ignore all of them and to pull the trigger on it if it's really one she liked.

Only a month later? That same machine was up over $5500. There's basically nothing on the market today with the same GPU in it selling for less than $1000 or so more than we paid for that system. And typically, they only have a 1TB SSD vs the 2TB in hers.

None of us have a crystal ball, but I saw this trend started with price increases on RAM and storage with the rise of AI and new data center construction -- and knew PCs weren't going to go down in price for quite some time...

This sounds like it was written by someone who actually knows what they are doing, so I assume that they know better than I; but I am surprised to hear that it is impersonating a system dll; since (in all comparatively recent windows versions) system components are signed. Absolutely tons of fuckery you can do to them and around them; but if dpapi.dll doesn't have a signature that checks out the mechanisms that try to keep OSes up and running on marginal hardware subject to random power loss will likely eventually object and attempt a repair, even if there isn't any more paranoid EDR tooling in place.

Is the on-disk copy of dpapi.dll untouched and only the in-memory instance tampered with?

I just can't believe that It was the guys with their finger on GPU allocations, not just the expendable PC OEM they were trying to throw under the bus, the whole time. Whoever could have guessed?

The available information isn't terribly specific; but on the surface it doesn't sound any deeper into application internals than it already does.

You can certainly go deeper into etw trace hell; but Task Manager knows how much CPU time you are eating, your memory consumption metrics, your network traffic, and has a (currently less granular) look at your consumption of GPU time. It also having a view of consumed NPU time seems totally analogous for a new flavor of coprocessor. Only one that might involve gory poking at the application(though I'd assume would be more logically pulled from the GPU driver) would be distinguishing "GPU Neural Engine" from GPU utilization generally.

I have to disagree, for several reasons. First off, file sizes just keep increasing. Instead of people thinking their televisions at home look great in "full 1080 HD resolution"? Now, everyone's moving to 4K TV, with 8K being the high-end offering. That means streaming television supporting those higher resolutions is going to use 4x to 8x the bandwidth it used to.

Second, any avid gamer knows how big the downloads have gotten for modern games. The regular updates they push out, alone, are typically 35GB to 350GB+ in size. Now, imagine you've got a family at home with at least 2 or 3 people playing online games on their machines. They don't want to have to wait 20-25 minutes to start playing every time it says an update is required first.

Beyond all of that, though? I've found fiber connections used in an office environment are handled a little differently than what people have at home. EG. I can start uploading 4 or 5 large archives to, say, Microsoft Azure cloud storage, right in the middle of the workday -- and nobody else using the office network even notices. That's largely because we have multi-thousand dollar routers in the office and they're properly configured to prioritize certain types of traffic like VoIP phone calls, and to throttle connections intelligently so everyone gets a fairly equal piece of the total connection "pie" as they work. It's not that reasonable to expect residential users to have similar setups, or to even know how to configure them.

My cable provider now offers 2GB download speed service, but it's problematic in the sense most people still have devices with wired Ethernet ports that only handle up to 1 gig. speeds. I have a pretty expensive Linksys Atlas mesh router at home (cost $850 or so for the 3 piece set, a few years back), and it doesn't have a port on it faster than 1 gig. for the cable modem to attach to.

Obviously, the provider is happy to supply their own combo modem/router to use but with a monthly cost attached.

But there's just not a good reason in 2026 to not make a least gigabit connections a standard offering. Nobody's "unfairly discriminating" against services like satellite with any of this. Those technologies have always been considered wireless alternatives to use when you're in too rural of an area to expect anything else. Invest in building out fiber networks and those techs will just become what you use when you're mobile.

Honestly? I think your last statement there is a key point that should receive a little more attention. It seems possible --- heck, even prudent -- for a person to question possible negative outcomes from mRNA vaccines, while still fully recognizing that it makes good sense to use one on an existing disease. Even in a nearly worst-case scenario? You're talking about cancer, which surely kills a person if not treated, vs a theoretical risk of some long-term problems from an mRNA vaccine (some of which even anti-vax types admit aren't showing up except in a certain percentage of vaccinated people).

That has much more to do with people being creatures of habit than being stupid.

I'm old enough to have spent a long time driving cars before voice recognition was a thing. Probably dating myself here, but I remember how excited my friend was when he got a new Nissan Z car and it actually spoke to him, saying things like "Your fuel is low!" and "The door is ajar!"

I spent years trying to utilize voice recognition systems when they came out, and was consistently frustrated. Some required I memorize their specific set of words they understood (cough, Chrysler ...) and didn't do anything else. Others just couldn't understand what I said half the time. By the time any of these systems in cars worked well, I'd given up on them as more hassle or gimmick than they were worth.

At least w/Infotainment touchscreens, you get visual confirmation of what you picked/selected. Voice commands get super annoying as soon as it misunderstands you once and starts the wrong process.