I don't buy the central thesis of the article. We won't be in a supply crunch forever.

However, I do believe that we're at an inflection point where DC hardware is diverging rapidly from consumer compute.

Most consumers are using laptops and laptops are not keeping pace with where the frontier is in a singular compute node. Laptops are increasingly just clients for someone else's compute that you rent, or buy a time slice with your eyeballs, much like smartphones pretty much always have been.

I personally dropped $20k on a high end desktop - 768G of RAM, 96 cores, 96 GB Blackwell GPU - last October, before RAM prices spiked, based on the logic that hardware had moved on but local compute was basically stagnant, and if I wanted to own my computing hardware, I'd better buy something now that will last a while.

This way, my laptop is just a disposable client for my real workstation, a Tailscale connection away, and I'm free to do whatever I like with it.

I could sell the RAM alone now for the price I paid for it.

> I personally dropped $20k on a high end desktop - 768G of RAM, 96 cores, 96 GB Blackwell GPU - last October, before RAM prices spiked […]

768GB of RAM is insane…

Meanwhile, I’ve been going back and forth for over a year about spending $10k on a MacBook Pro with 128GB. I can’t shake the feeling I’d never actually use that much, and that, long term, cloud compute is going to matter more than sinking money into a single, non-upgradable machine anyway.

Your battery is going to suffer because of the extra ram as well.

I don't know your workloads, but for me personally 64 GB is the ceiling buffer on RAM - I can run entire k8s cluster locally with that and the M5 Pro with top cores is same CPU as M5 Max. I don't need the GPU - the local AI story and OSS models are just a toy for my use-cases and I'm always going to shell out for the API/frontier capabilities. I'm even thinking of 48 config because they already have those on 8% discounts/shipped by Amazon and I never hit that even on my workstation with 64 GB.