The cloud servers are actually literally Xbox series x's.

I feel that it is more in-depth and more accurate than most media on it. They acknowledge that they had to personify it to appeal to humanity. Despite being in the thick of it, I do think it's a good video to share to those lesser in the know. They explain it in easy to digest language without glossing over the technical workings of it. They are anti-Ai purely out of self-preservation and admit it in another video (which is manipulative).

Xbox cloud servers are literally 5 motherboards: 1 management board and 4 Xbox ones. Developers can optimize for a single configuration rather than bake in support for multiple ones. Once it works on an Xbox dev kit, it works on all Xboxs including cloud, console, and handheld. SDKs are making that a thing in the past, but it's not perfect.

Xbox and PC versions aren't exactly 1:1. Plus, those are extremely expensive GPUs to not be selling for top dollar to the AI bros instead.

Edit- I'm leaving out things like architecture, shaders, tensor cores, NVIDIA vs AMD, SXM vs PCI-E, etc.

Ah, I may have to clarify that technically Microsoft isn't the AI bro I'm referring to, though they do partake in the insanity. I'm referring to OpenAI specifically. "circular financing" and all that, but Microsoft is more of the hosting provider for OpenAI.

They are sitting in the warehouse because there aren't enough other parts (e.g. DIMMs), power, or data centers for them. And as stupid as AI bullshit is, they are paying more than gamers by orders of magnitude.

They aren't the same GPUs that are in Xboxs. those are nvidia GPUs eg the nv72 or gb300. There's no way to make them compatible with Xbox. Source: my unc works at Microsoft data centers.

Hi. I live in Loudoun County and work for a hyperscaler data center. I want to clear up a lot of misinformation. Amaa. I do have to respect my NDA.

First, data centers absolutely employ hundreds of people. It depends on the kind of data center. An edge site that is for interconnects only needs a couple of people, but a core site with between 20 to 100 megawatts absolutely has around 100 employees once you include breakfix/smart hands technicians, critical environment techs, cable techs, electrical engineers, managers, and other support staff. AI data centers fall in or exceed that range.

Another issue is the taxes are usually on the computers themselves as property taxes. This is actually gargantuan, and make up about 45% of Loudoun County's operating budget. Usually, there are no taxes on the building or property itself since the computers are worth more and are taxed at a higher rate. That said, then COVID happened, and decommissions and procurement grinded to a halt. Computers are depreciating assets, so as they sharply dropped in value but stayed in production, the county had a budget shortfall for '21 snd '22.

Another parroted point that is related is that "taxes aren't getting reduced for residents". This is actually untrue. The tax rate has dropped from $1.20 to $0.80 over the last decade, but the issue is that property values have skyrocketed. In addition, one of the VA colleges found no link between data centers' proximity to residential properties and those properties decreasing in value in NoVA.

Now, it may seem that I'm "pro-data center". I am not. I've worked in them for 7 years. There are many things they could do to be better neighbors with everyone. However, a lot of the anti-data center sentiment is manufactured outrage. Dominion Power doesn't want to spend money on infrastructure and preventative maintenance; I've watched 4 transformers on my street and neighboring street blow in the last year. News companies fear AI and search engines replacing clicks and ad revenue. Golf courses don't want to have their water use compared to data centers, cause its not even close to the same ballpark.

Is air and noise pollution an issue? Yes. However, perhaps Dominion Power should make good on its promises and hook up Vantage 2; the data center in Sterling that runs off of its own gas turbines because Dominion told them they can't have any power after they completed the data center. It's not like data centers are built with no promise of utilities; contracts were signed beforehand... Up to 10 years beforehand. Or when the substation in Leesburg caught fire, causing the 5 Microsoft data centers to run generators for a month while NOVEC failed to source transformer components after promising that they would be back up and running in 48 hours. The SCC then fined Microsoft millions for breaking a rule they wouldn't have to if the power companies didn't overpromise and underdeliver. Forget a moratorium, there's no more power in LoCo.

I put my money where my mouth is. I bought 30 solar panels and a battery system. Dominion Power tried to steal from residents already, trying to change the net metering rate from 1:1 to 1:0.15. This would mean that they would pay me 15% of what I pay them for each kilowatt generated and sent back to the grid. Thankfully, the SCC shot that down.

And they are pursuing a merger with NextEra Energy to form the largest regulated utility in the world... A company that large wouldn't be regulated anymore.

GenAI is a whole new ballgame.

How well does it handle concurrency? I could see this as a vast improvement on llamacpp, but I was already speccing out vLLM.

A quick glance shows that I'm in the minority. I grabbed a Bosgames M5 with 128GB UMA RAM when I discovered openclaw (at the time claudebot). I'm running Lemonade, which is a wrapper for llama.cpp, sd-cpp, flux, and others. I'm happy to have paid a "mere" $2400 compared to what similar systems cost now, and now I'm toying with fine tuning my own models. Though, I primarily run Hermes Agent paired with Qwen3.6 35b A3B (using a heretic ablitieration for 0 refusals).

Hermes Agent does a lot of random stuff for me right now. It manages my calendar and to-do list in nextcloud via MCP server. It created and maintains an llm-wiki based on my Obsidian Vault. Then it creates a report every morning about both and the weather.

The server has tailscale installed, so yes I can access it anywhere.

Idk maybe a hot take, but i think we should retitle posts so it isn't clickbait.

He's certainly has a bone to pick with the manager!

Honestly, as someone close to the game, it's more of "we can't make the casuals and competitive players happy while catering to collectors all at the same time" and Gavin is using Pauper to test something that has ramifications for the rest of the game.

But here's the catch, Pauper has been incredible this whole time! These bans/unbans are dope! I think this will work and it does set the precedent for the idiot business people that you can manage a format independent of design teams and stockholders.

While I agree SD cards are unfeasible, Google Cloud Services offers a Transfer Appliance. MSFT Azure Databox is a mere $350 for a round trip 100Tb NAS freight box. I think that something could have been arranged.

I wish that happened... Because it would be karma. You should check the employment history of hasbro's execs. Chris Cocks? Ex-microsoft. Before him? Cynthia Williams? Ex-msft.

And whatever you do, do not read this interview unless you want to be super pissed. https://www.theverge.com/podcast/890703/hasbro-toys-games-magic-exodus-ai-tariffs

And TiVo already has the tech to skip ads in recorded media. I only point this out to show that it is possible to do context based filtering and skip to timestamps. Smart programmers will find a way, and the war continues.

I can answer factually. It's parts scarcity. They can't repair them. In fact, nothing is getting repaired right now. Just harvested from prod to go back into prod in another cluster. Source? I'd violate NDA.

Don't forget that you contain an LLM that is constantly trying to pre-fill and decode at the same time on a constant agentic loop firing arbitrary cronjobs and skills. Stop hogging all the water and energy and polluting our water and air to produce nonsense that only other AIs can understand! (affectionate)

How about a ratio of post upvotes to avg upvotes per post in a community? At least upvotes somewhat correlate with post quality.

I have this exact setup (R730 and ZFS), but I'll have to disagree on not using TrueNAS. There are features you may want to use, and the logical separation of the zfspool from the rest of the server has been handy. I boot and store my VMs off of SSDs outside of the main NAS pool.

If you want to use a NVMe boot drive on a PCIE card, the server isn't natively capable of it. You need to use a USB drive to bootstrap it with Clover. I forget the exact technical details. I have had no problems leaving it in the internal usb port over a couple years so far.