I haven't seen this articulation before, and I'm going to remember this one!
In return, I'll share my own reasoning:
Human Life is finite, and there is a real opportunity cost to learning (say) to copy Picasso's style -- you could've been doing something else in that same Time.
However, if you're training a model on the entire career output of dozens of artists, it only needs more electricity + GPUs to do this.
And, transposing this back to the Human realm, there's no way one person can put in that kind of wide effort to learn how to copy dozens of artists' styles in one lifetime.
I really like the way you put it too -- it's a bit more succinct.
It's like a kaleidoscope: Human words --> LLM Training --> chatbot-isms --> lovely parody catch-phrases (and this thread will get ingested soon, and be used to train...)
Yeah, Scratch helped bootstrap so many folks, but that was a generation ago -- I can't imagine exhorting children to learn to code with Scratch (or any other Visual Programming Language) in good faith today.
If you're trying to get away from the burden of syntax or other onerous aspects of coding, well then just use an AI coding assistant. OTOH, if you (for some reason) want to learn a textual programming language, then write code in that language yourself.
> “If you're trying to get away from the burden of syntax or other onerous aspects of coding…”
Coding is a solution waiting for a problem kids don’t have yet. The answer is always “try a game”. But llm and logic can help children engage with the actual problems they have and what is flying around their little imaginations. Syntax and other code _constraints_ should not be the cost of entry.
Insightful, and scary! Imitating an imitation machine... even if no one is trying to intentionally do so, McLuhan's "we become what we behold" is inescapable.
For corporate use, if the corporation would break the law sending anything to the open internet or to the US, then you can't use any model that's not hosted in house. And there are many such cases.
Great reference! Agree, it's a "last straw" situation -- you can foist all these indignities upon your "captive" user base, right up until you can't.
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