> Everybody believes their interests weigh more
I don't. I believe I have to weigh my benefits to collective ones. Sometimes I do things that offer me no benefit whatsoever but does for others. Just the other day I offered to take a picture for a couple who was trying to get a selfie together. Last week I bought an intern lunch. Why? Because they were an intern (grad student) and I'm sympathetic to that.Fun fact: I'm not a "rare outlier". People like me are pretty common and can be found all over. We usually just don't openly talk about it because we're not looking for a reward. I'm not speaking up now because I'm looking for self-gratification or anything. I'm speaking up to push back against your claims. I'm speaking up because we live in an increasingly selfish period of time. I'm speaking up because we're also at cultural turning point and many people are saying "enough is enough." I sure as hell don't care how rich you are, but I do give a damn about where the economic floor is. If you take from that floor to lift yourself up, I'm upset. If you do this to lift yourself when you already have more money than you could possibly spend in several generations? I'm furious.
I don't. When I make decisions that might benefit me but affect others, I consider the impact on others before deciding what to do. Sometimes (often?) I choose the option that benefits me less (or is neutral, or hurts me), if I believe the negatives to others are too high.
I didn't say that means they don't consider others, and I haven't taken a survey of everybody on the planet.
Obviously people believe their interests weigh more.
That certainly sounds like it should be true. But are there any papers that can actually prove it?
The context for people's reaction to this is that he has single-handedly caused the current spike in RAM prices.
And if one person can indeed cause it then blame the system? I go back to the proven legal case of them fixing prices. Now there is just a scapegoat because it feel good?
RAM in the cloud ends up being used by GitHub actions runners that fetch and install the world anytime a shmuck pushes a commit to his confobulator feature branch for the paper clip factory. Multi-cloud deployments of a service nobody asked for. Enterprise architects deploying a service mesh to deliver what can be done in 50MB of memory on a raspi. Running some vectors representing natural language through gigabytes of noise only made useful by some arcane math only to be unable to count letters in words.
I am sure there's also lots of actually efficient use of memory out there. But when enterprises are willing to burn cash, efficient processes or methods are nowhere to be found.
...just economics that benefit him. The economics of rental for consumers are horrific. It doesn't even have to be about an abstract sense of ownership and freedom, even if it's "just economics" this is still an insanely self-serving to say because he's talking about economics that benefit 00.01% at the expense of the other 99.99%.
Imagine if we temporarily had a shortage of cars: your city only had 20% of what it needed. It would be accurate to say "in this global shortage, new cars are more efficiently used by groups/taxis/uber than sitting idle in a individuals home". Group drivers allow more individuals in the city to have access to vehicle transport.
There simply isn't enough ram in the world for every individual to do local inference right now: one person having a 512GB VRAM system means others don't. Data centers can batch the processing and serve many at once.
(That's also not to say individuals shouldn't have it! I think they should. You can buy a mac right now. But the price is a signal that only the most dedicated will buy it)
This argument that only considers the one positive dimension of centralization and pooling is never valid.
Currently AI providers are hyper competitive and almost all of the world has access to it quite cheaply. If people had to buy hardware for local inference, it would only be a tiny percentage of the world's affluent tech enthusiasts with access to AI, wouldn't it?
We're currently managing the shortage with a hybrid model, so enthusiasts can still buy (expensive) individual systems and the broader shared hardware goes to many, many providers. OpenAI is something like 15% of data center power in the US I think? That's a lot but we still have choice.
Probably water too, even food, money and air.
Obviously better.
If DeepSeek-sized models will be required in the future to get Opus 5.5 quality, they're not feasible to run for a single person. Pooling usage is necessary to make it efficient.
But even that is pretty painful to sustain efficiently with current hardware prices:
Concurrent requests 25
Aggregate generation 1,000–1,250 tokens/s
Model DeepSeek V4.1 Flash, 552B MoE
Active parameters during decoding 16B
Candidate hardware 4 × H200, 564 GB HBM
Continuous rental at $2.90/GPU-hour $8,352/month
Cost per registered user $84–167/month
The argument for saying that ram is put to better use collected into central hands vs distributed among individuals is the same as for any and all other resources, and it's invalid.
Humans are not ants and should not aspire to the efficiency of ants at the expense of having to be ants.
You get some centralization, and you get some distribution, and it's completely invalid to be jealous of the portion of all resources that is in distribution.
This should indeed be "thought out seriously" and the result is either mockery or torches and daggers. Think that out seriously.
No, if compute/memory was _that_ scarce that you begin thinking about what a waste it is that a decent chunk of it is sitting in people's homes, then why aren't you dedicating every atom of silicon that you already own to more productive efforts first.