this post was submitted on 07 Jun 2024
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Like LLMs just spontaneously create lines of audio? They need a human operator to direct them to generate audio just like machines that make most vases are human operated but allow the person to make far more and more quickly than they would by hand. An LLM is still just a tool that needs a person to wield it, it doesn't replace them it just changes their role and makes them more efficient.
Using machine learning to clone voices required building upon millions or maybe even billions of lines of dialogue to reach the current point, and only now that it is here can you easily approximate a person's voice without them even knowing. So yes, it does magically generate sound with minimal input, that is how that works.
The machines that are currently used to shape and paint ceramics are not Machine Learning models. They're simple and precise automations. Like a program that packages audio to .mp3 format. The equivalent to that would be a machine that designs the vase based on thousands of older examples, designs the packaging, and designs the machinery that prepares it. It's going to do a shit job that negatively impacts consumers but in the process it displaced thousands of workers in one go, so enjoy the profits.
You missed the point of what I said. Machines that manufacture goods put many people out of the job and yet you now very few people think that is an issue. At the time however the same kind of arguments I see made against LLMs putting people out of work were being made about these machines making soulless products that missed the human touch. LLMs are just a new tool we've invented to make life easier for ourselves. In time the same thing will happen with LLMs once the hype dies down and they just become part of the tool sets we all use without thinking about it.