If you read history widely (across millennia and geographies), you'll note that most of the power-contests follow this pattern[0]. In the modern industrial world, the pattern becomes exponential rather than incremental. What I'm saying is that this is not unique to AI Labs[1]. This is caused by the deeply flawed and unbalanced system that we have constructed for ourselves.

[0]: The pattern, or, as gamers would call it, the "meta", is that every ambitious person/entity wants to control as much of the economic/material surplus as possible. The most effective and efficient (effort per control) way of doing this is to make yourself into as much of a bottle-neck as humanly possible. In graph-theory this corresponds to betweenness-centrality, and you want to maximize that value. To put it in mundane terms, you want to be as much of a monopoly as you can be (Thiel is infamous for saying this, but it does check out, historically). To maximize betweenness, or to maximize monopoly, is to maximize how much society/economy depends on you. This is such a dominant strategy (game-theory term, but in modern gaming world, they might call this a "cheesy strat" -- which just means that the game lacks strategic variety, forcing players to hone that one strategy), that we even have some old laws (anti-trust, etc) designed to prevent it. And it makes a lot of sense: Standard Oil was reviled because everything in the economy either required oil or required something that did. 20th-century USA did a lot to mitigate this. It forced monopolies like ATT to fund general research like Bell Labs (still legendary) towards a public good (a kind of tax, but probably much more socially-beneficial). It also broke up the monopolies, and passed anti-profit laws (e.g. hospitals were not allowed to make a profit until 1978; I have seen in the last 10 years a tiny cancer clinic grow into a massive gleaming hospital -- a machine that transforms sickness and grief into Scrooge McDuck vaults of cash). This monopolistic tendency of the commercial sector, is a tendency towards centralization, which yields efficiency, sure, but also creates the conditions for control and rent-seeking and exploitation.

[1]: Much of the cloud-computing craze was similar in character (and also failed to deliver on some of its promises, such as reducing/replacing IT overhead (they just renamed IT to DevOps)). And Web2 itself was about creating and monopolizing a new kind of ad-channel and lead-generation-machine. There is a funny twist, that a capitalist society like the USA, has much more deeply rooted incentives to create a panopticon than communist states of the past ever did. Neither is pretty of course. The communists demanded conformity and loyalty, while the capitalists demand consumption and rent.