Numerlor

And if you go for actual GPUs it'll run much faster, I'd say 24gb may be pushing it for context, but my 5090 with 32GB VRAM is usually somewhere between 60 to 100 tok/s with mtp and 2-3k tok/s for prompt processing. I'm not sure what they cost now but it's definitely still quite far from the macbook, and there's also some other 32GB GPUs that are considerably more affordable

AC is sorely lacking in the EU, e.g. right now I have one in my office but not in my bedroom and nights are horrible, but I do read a lot about people overdoing it quite a bit with AC, aiming at 18-20°C during 30s outside which is a huge energy expenditure when a healthy human should be perfectly fine at higher temperatures

More niche hardware has been impossible for me to find in the EU marketplaces I got to with searches, with only availability from US ebay, and then Chinese marketplaces. Or if it does exist here it's the same used part but it costs 500€ instead of 40

Idle and light load is bad for degradation only because that's the most common scenario where the boosting algorith will actually go to the highest clocks. More loaded cores will have the CPU target lower clocks on all cores so that it actually can get the power for it and have the CPU be coolable, but if you're idle and then some task loads just a single core for a bit the CPU will boost it the highest it can. The voltage spikes from those boosts will cause local hotspots even if the CPU is cool overall

Not sure what's supposed to be wrong with that? The clock tree degrades at high voltage. Some theories I've seen were on the CPU requesting significantly higher voltages during alternating clocks when there's a short lull in load from e.g. a pipeline stall. Then there doesn't seem to be a good enough of a sensor net in the correct places for the CPU to react to this, so it just "burns" itself down gradually. Assuming these are true, actual fixes from intel would be relaxing boost clocks to ones that are universally safe and open themselves to a lawsuit from everyone that bought the high end SKUs, or do a new stepping which is extremely expensive for a done design.

When you degrade the CPU naturally needs higher voltages to be stable, until the point where it just breaks completely and no amount of voltage it help it. But if your CPU doesn't degrade because it hasn't been overdoing it on voltages then there'll be no issues for Vmin to shift.

As an anecdotal experience from someone I know that runs these in prod for game servers, limiting the CPU to 80°C and 1.4V-1.45V, 400A has been keeping them alive for years doing 24/7 loads. Maybe a bit lower on the voltage if one wants to be sure longer term, as they are fine with just mass RMAing these. There's also large amount of differences in the silicon quality between samples that can make one run cool and completely fine even at the old stock settings, and an another sample that'll have to pull say 1.5x the power for the same load and clocks having it degrade.

Undervolting would definitely help, and is the actual fix. The current Intel fixes were mostly just for the symptoms, as the main issue is high voltage+power when pushing high clocks, but they can't actually fix that as it'd downgrade the advertised clocks the cpus were sold with

SMS 2FA is the worst factor because of how insecure and phishable the phone network is, it deserves to die out where possible

Ublock origin works perfectly fine on Edge. With Firefox I've also had ram usage that was multiples of what I get with Edge, on both Linux and Windows

Because it's spinning blades among manufacturing tolerances you also have to account for the blades expanding when rotating at high speed, and possibly working with 40-50 °C air from the components

I've liked Hermes agent, but never used Claude code so don't know how it compares

Factories working at (significantly) less than full capacity gets a bit harder when you've got one of the most expensive machines on earth working in them, and production lines that'll be out of date in a couple of years

There are some very specific workloads (say simple object detection) that fit into cache and have crazy performance where the value of the cpu will be unbeatable, as the alternative is one of the cache epycs, everywhere else it'll only be small improvement if the software is not purpose made for it

The assumption is simply false, and not due to the "SSD wear" argument. Many consumer SSDs, especially DRAMless ones (e.g., Apacer AS350 1TB, but also seen on Crucial SSDs), under synchronous writes, will regularly produce latency spikes of 10 seconds or more, due to the way they need to manage their cells. This is much worse than any HDD. If a DRAMless consumer SSD is all that you have, better use zram.

Do mind that DRAMless is much less of an issue on NVMe. NVMe can use Host Memory Buffer to use system RAM for its logic, which is still orders of magnitude faster than relying on the NAND.

DRAMless is strictly worse in every way on SATA, where you really don't want to use it if you can help it; on NVMe, the difference is more about having a bad lower-quality drive or a good higher-quality drive. Having DRAM is a good indicator of the drive being good as the manufacturer is unlikely to pair it with slow NAND and controller, but lacking it doesn't necessarily mean a drive will perform badly. When comparing drives between generations, DRAMless often ends up performing better, even in loaded scenarios, compared to an older drive with DRAM.

The difference between my 27" 4k and 1440p screens is still quite obvious and I don't consider myself particularly sensitive to these things.

For rendering of text/video even an underpowered integrated gpu can handle it fine, only issue is using a bunch more ram.

For reference my very underpowered desktop AMD igpu on 3 generations old gpu architecture (2CUs of RDNA 2) only has trouble with the occasional overly heavy browser animation

Last I tried zfs was far far worse on reads arc couldn't satisfy, and all writes

The swap/memory situation in linux has surprised me quite a bit coming from Windows.

Windows remains mostly fully responsive even when memory is being pushed to the limits and swapping gigabytes per second, while on linux when I ran a stress test that ate all the memory I had trouble even terminating the script

Apple doesn't expose the kind of introspection necessary to compare with the data the article is about. Any mention would just be about Apple's chips existing and being better

Wouldn't having an adversarial country to be spying on you be the better option for you personally? At least privacy wise, not using your machine as some infiltration point, as the country you reside in has many more opportunities to abuse the data

How can the solar panel itself radiate heat when it's being heated up generating supplying power? Looking at pictures of the ISS there's radiators that look like they're there specifically to cool the solar panels.

And even if viable, why would you just not cool using air down on earth? Water is used for cooling because it increases effectiveness significantly, but even a closed loop system with simple dry air heat exchangers is quite a lot more effective than radiative cooling

It's a matter of deploying it for cheaper or with fewer downsides than what can be done on earth. Launching things to space is expensive even with reusable rockets, and a single server blade would need a lot of accompanying tech to power it, cool it, and connect to other satellites and earth.

Right now only upsides an expensive satellite acting as a server node would be physical security and avoiding various local environmental laws and effects

Samsung had been kind of side grading their flagships and offering worse SOCs depending on location, paired with there plainly being more options for Android there'll be more variety spread out over the different manufacturers

It only became off by default after those "daily rage sessions" created sufficient public pressure to turn them off.

99% of the daily rage sessions happened before it was even released

NTFS getting corrupted by the tiniest errors would be one reason to use ReFS

Using it for the OS partition is not very well supported right now though (for a consumer), installing etc. works fine, but DISM doesn't support ReFS so adding features generally doesn't work

Have you tried e.g. Mojo that can vectorize/do SIMD without having to do intrinsics everywhere?

Computer monitors have been getting a lot better while being cheaper, with no ads or services. You can get a high resresh rate 4K ips for about $200 nowadays. Display tech is just advancing faster than other tech at the moment

Why is their browser using so much memory? I'm quite bad at closing tabs since I've switched to vertical and just open new windows instead. And even with that I don't think I ever broke 10gb on edge except for when I opened many YouTube videos at once and then went through them which kept the tabs loaded

LNL throttles heavily even on the default profile, not just power saver modes.

This does also show it not changing in other benchmarks, but I don't have a LNL laptop myself to test things myself, just going off of what people I know tested. It's still also balanced so best performance power plan would I assume push it to use its cores normally - on windows laptops I've owned this could be done with a hotkey.

Lunar Lake uses TSMC N3 for compute tile. There is no node advantage.

LNL is N3B, Apple is on N3E which is a slight improvement for efficency

Yet, M4 is 42% faster in ST and M5 is 50% faster based on Geekbench 6 ST.

Like I said they simply have a better architecture at the moment, which also more focused on client that GB benchmarks because their use cases are narrower. If you compare something like optimized SIMD Intel/AMD will come out on top with perf/watt.

And I'm not sure why being behind the market leader would make one lose faith in Intel, their most recent client fuckup was raptor lake instability and I'd say that was handled decently. For now nothing else that'd indicate Windows ARM getting to Apple level battery performance without all of the vertical integration

ETA: looking at things the throttling behaviour seems to be very much OEM dependent, though the tradeoffs will always remain the same

Nobody is duplicating the macbook experience because Apple is integrating both hardware and os, while others are fighting Windows, and OEMs being horrible at firmware.

LNL should only power throttle when you go to power saver modes, battery life will suffer when you let it boost high on all cores but you're not getting great battery life when doing heavy all core loads either way. Overall MT should be better on Panther lake with the unified architecture, as afaik LNLs main problem was being too expensive so higher end high core count SKUs were served by mobile arrow lake. And we're also getting what seems to be a very good iGPU while AMD's iGPUs outside of Strix Halo are barely worth talking about

ST is about the same as AMD. Apple being ahead is nothing out of the ordinary since their ARM switch, as there's the node advantage, what I mentioned with the OS, and just better architecture as they plainly have the best people at the moment working at it

Lost faith from what? On x86 mobile Lunar lake chips are the clear best for battery life at the moment, and mobile arrowlake is competitive with amd's offerings. Only thing they're missing is a Strix halo equivalent but AMD messed that one up and there's like 2 laptops with it.

The new intel node seems to be kinda weaker than tsmc's going by the frequency numbers of the CPUs, but what'll matter the most in a laptop is real battery life anyway

It was with the fast profile using both software and hardware deciding, important detail I forgot was that the video was av1. Don't have the link to it now but it was from jellyfin's test files