Apparently, stealing other people’s work to create product for money is now “fair use” as according to OpenAI because they are “innovating” (stealing). Yeah. Move fast and break things, huh?
“Because copyright today covers virtually every sort of human expression—including blogposts, photographs, forum posts, scraps of software code, and government documents—it would be impossible to train today’s leading AI models without using copyrighted materials,” wrote OpenAI in the House of Lords submission.
OpenAI claimed that the authors in that lawsuit “misconceive[d] the scope of copyright, failing to take into account the limitations and exceptions (including fair use) that properly leave room for innovations like the large language models now at the forefront of artificial intelligence.”
Well, off the top of my head:
Whole Brain Emulation, attempting to model a human brain as physically accurately as possible inside a computer.
Genetic Iteration (not the correct term for it but it escapes me at the moment), where you set up a simulated environment for digital actors, then simulate quasi-neurons, quasi-body parts dictated by quasi-dna, in a way that mimics actual biological natural selection and evolution, and then you run the simulation millions of times until your digital creature develops a stable survival strategy.
Similar approaches to this have been used to do things like teach an AI humanoid how to develop its own winning martial arts style via many many iterations, starting from not even being able to stand up, much less do anything to an opponent.
Both of these approaches obviously have drawbacks and strengths, and could possibly be successful at far more than what they have achieved to date, or maybe not, due to known or existing problems, but neither of them rely on a training set of essentially the entirety of all content on the internet.