When people try to sell you on the idea that the future is already settled, it’s because it is deeply unsettled.
If they can get us to accept that the future is already settled — #AI is already here, and AGI is just behind the corner — then we will create that for them.
Which isn’t very dissimilar than the American plantations elites in the 18th and 19th century trying to convince everyone that slavery was a preordained fact of life.
Like many other AI professionals, I’ve been banging the drum for a long time that the LLM approach won’t scale, isn’t bringing us any closer to “real” reasoning, there’s no “reasoning scaffoling” that can “emerge” from it (just statistical cheating), it is burning the planet in the process, and it’s actually holding back real progress.
I’ve advocated for a long time that the stubborn push for LLMs everywhere is just happening because the technically illiterate sociopaths who invested a lot of money into this just want to see their return on investment without having to wait on new progress.
After reading this article I can clearly see a second reason.
A vision of AI that is only accessible to a dozen of actors in the world because hardware constraints are so high that entry barriers are huge is a feudalistic vision of AI, where those who arrived first and can afford to invest billions into it see their returns come back 100x, with very little probabilities for everyone else to even get a chance at being competitive.
Because if we invest into graph-based models that are orders of magnitude more efficient then everyone with a decent CPU can run models that can compete with ChatGPT. And making sure that nobody can compete against them for a long time is exactly their purpose.


Futurism
Professor Warns That the Wealthy Are Trying to Use AI to Seize Control of Everything
Renowned sociologist Tressie McMillan Cottom says that AI is a tool for the rich to cement control over society.




