| I never made a case against LLMs and similar ML applications in the sense that they negatively impact mental agility. The cases I made so far include, but are not limited to: — OSS exploded on the promise that software you voluntarily contributed to remains to benefit the public, and that a large corporation cannot tomorrow simply take your work and make it part of their product, never contributing anything back. Commercially operated LLMs threaten OSS both by laundering code and by overwhelming maintainers with massive, automatically produced and sometimes never read by a human patches and merge requests. — Being able to claim that any creative work is merely a product of an LLM (which is a reality now for any new artist, copywriter, etc.) removes a large motivator for humans to do fully original creative work and is detrimental to creativity and innovation. — The ends don’t justify the means, as a general philosophical argument. Large-scale IP theft had been instrumental at the beginning of this new wave of applied ML—and it is essentially piracy, except done by the powerful and wealthy against the rest of us, and for profit rather than entertainment. (They certainly had the money to license swaths of original works for training, yet they chose to scrape and abuse the legal ambiguity due to requisite laws not yet existing.) — The plain old practical “it will drive more and more people out of jobs”. — Getting everybody used to the idea that LLMs now mediate access to information increases inequality (making those in control of this tech and their investors richer and more influential, while pushing the rest—most of whom are victims of the aforementioned reverse piracy—down the wealth scale and often out of jobs) more than it levels the playing field. — Diluting what humanity is. Behaving like a human is how we manifest our humanness to others, and how we deserve humane treatment from them; after entities that walk and talk exactly like a human would, yet which we can be completely inhumane to, become commonplace, I expect over time this treatment will carry over to how humans treat each other—the differentiator has been eliminated. — It is becoming infeasible to operate open online communities due to bot traffic that now dwarves human traffic. (Like much of the above, this is not a point against LLMs as technology, but rather the way they have been trained and operated by large corporate/national entities—if an ordinary person wanted to self-host their own, they would simply not have the technical capability to cause disruption at this scale.) This is just what I could recall off the top of my head. |
I'm curious for more thoughts on "will drive more and more people out of jobs”. Isn't this the same for most advances in technology (e.g., steam engine, computers s, automated toll plazas, etc.). In some ways, it's motivation for making progress; you get rid of mundane jobs. The dream is that you free those people to do something more meaningful, but I'm not going to be that blindly optimistic :) still, I feel like "it's going to take jobs" is the weakest of arguments here.