I'm well aware of this: I bought a pretty beefy (consumer grade beefy) GPU machine and run all sorts of open weight models. I do think there is potential.

But are you expecting 360m Americans to start their own businesses? That is a solution that doesn't scale. Consumer grade GPUs aren't going to scale all that much either, and the cost of the models are going up rather than down as vendors start seeking profits. We already see the memory and storage markets exploding in cost due to the rise in demand as well.

Also: A handful more of already well-off people going into business for themselves is not going to move the needle on inequality. When people say "It's never been a better time to start your own business" they still mean "the people who already have their needs met and have the capital to live off for a while while their business becomes viable: In other words, the people who have always started businesses: Already-Rich people.

It's never been a worse time for the poor or middle class to think about starting their own business. Prices on everything are rising, it's getting to be a struggle for even the middle class to continue to afford their homes. Healthcare is even more fraught than ever before, and if you're lucky enough to have a decent plan from your employer, aint no way you're going to give it up to go start a business.

> But are you expecting 360m Americans to start their own businesses?

I do not. I grew up on post-scarcity utopias like Star Trek, coupled with social capitalism, and believe that when there is a market need, people with the interest to tackle it will do so, even in the face of personal financial risk, but I absolutely don't think that it should be the default for everyone. Where there's no strong economic benefit for others to work, I would hope that we could offer everyone UBI, so that a comfortable basic level of life is available for everyone, without having to invent bullshit jobs that aren't needed.

I know I sound naive, but I truly believe that we can move into a future where human value is decoupled from their job, without going into communism.