Are you seeing a moat develop around LLMs, indicating that only a small number of companies will control it? I'm not. It seems that there's nearly no moat at all.
For a brief period intellectual and skilled work has (had?) been valued and compensated, giving rise to a somewhat wealthy and empowered middle class. I fear those days are numbered and we’re poised to return to feudalism.
What is more likely, that LLMs lead to the flourishing of entrepreneurship and self determination? Or burgeoning of precariat gig workers barely hanging on? If we’re speaking of extremes, I find the latter far more likely.
Not really. I can run some pretty good models on my high end gaming PC. Sure, I can't train them. But I don't need to. All that has to happen is at least one group releases a frontier model open source and the world is good to go, no feudalism needed.
> What is more likely, that LLMs lead to the flourishing of entrepreneurship and self determination
I'd say whats more likely is that whatever we are seeing now continues. And that current day situation is a massive startup boom run on open source models that are nearly as good as the private ones while GPUs are being widely distributed.
It seems like the equilibrium point for them a few years out will be that most people will be able to run good enough LLMs on local hardware through a combination of the fact that they don't seem to be getting much better due to input data exhaustion while various forms of optimization seem to be increasingly allowing them to run on lesser hardware.
But I still have generalized lurking amorphous concerns about where this all ends up because a number of actors in the space are certainly spending as if they believe a moat will magically materialize or can be constructed.
Today yes but extrapolate GPU/NPU/CPU improvement by a decade.