And this is where the geopolitical aspect comes in and where an increasing number of studies calls this 'Digital Authoritarianism' with the stated goal of a nation or company (or both in cooperation) keeping control of the population, the narrative and the access to information.
An overview of the literature and studies on the subject: https://www.tandfonline.com/doi/full/10.1080/02681102.2024.2...
A recent study that implicitely inverstigates the role of corporations in the trend: Digital Authoritarianism: from state control to algorithmic despotism https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5117399&... It's a bit long(ish), 29 pages (the last 10 are references) but worth a read.
The device becomes a magic artifact. Like a palantir. Many fantasy stories look like there were (or still are somewhere out there) great people who made all the magical stuff in the story while the people in the story have no idea how that stuff works.
That is possibly the way our civilization going. Especially when the datacenters will be in space, and only the "dumb" Starlink like terminals on Earth.
There's one way to deal with this, but I doubt it'll be popular in these parts: Communal ownership of the means of production.
Don't use the oligarchy's AI. Your personal hardware is going to be too weak. But together, we can own our own server farms.
The quote is a direct reference to a core tenet of Marxist theory, socialism, and communism.
Historically, communal ownership at scale has almost always been implemented via a centralized state, which has tended to gravitate towards authoritarianism. The Soviet Union and East Germany, and many other countries along those lines, didn't really fit the "hippy co-op" image very well.