Yeah, all training ends up being pattern learning in some form or fashion. But acceptable patterns end up matching logic. So for example if you ask ChatGPT a question, it will use its learned pattern to provide its estimate of the correct ouptut. That pattern it’s learned encompasses/matches logical processing of the user input and the output that it’s been trained to see as acceptable output. So with enough training, it should and does go from simple memorization of individual examples to learning these broad acceptable rules, like logic (or a pattern that matches logical rules and “understanding of language”) so that it can provide acceptable responses to situations that it hasn’t seen in training. And because of this pattern learning and prediction nature of how it works, it often “hallucinates” information like citations (creating a novel citation matching the pattern its seen instead of the exact citation that you want, where you actually want memorized information) that you might ask of it as sources for what its telling you.

I’m less worried about a system that learns from the information and then incorporates it when it has to provide an answer (ex. learning facts) than I am of something that steals someone’s likeness, something we’ve clearly have established people have a right to (ex. voice acting, action figures, and sports video games). And by that extension/logic, I am concerned as to whether AI that is trained to produce something in the style of someone else, especially in digital/visual art also violates the likeness principle logically and maybe even comes close to violating copyright law.

But at the same time, I’m a skeptic of software patents and api/UeX copyrighs. So I don’t know. Shit gets complicated.

I still think AI should get rid of mundane, repetitive, boring tasks. But it shouldn’t be eliminating creative, fun asks. It should improve productivity without replacing or reducing the value of the labor of the scientist/artist/physician. But if AI replaced scribes and constructionists in order to make doctors more productive and able to spend more time with patients instead of documenting everything, then that would be the ideal use of this stuff.

Isn’t copyright about the right to make and distribute or sell copies or the lack there of? As long as they can prevent jailbreaking the AI, reading copyrighted material and learning from it to produce something else is not a copyright violation.

Here’s a more recent update and discussion of the state of the project: https://www.youtube.com/watch?v=SamA5Oz-G5w

The moment they canceled the Valedictorian speech, I would have simply failed to show up to the commencement. And I would have done my best to surprise USC of it. And I’d have organized or at least hoped other people would do the same thing.

He should required to be up there to answer questions from congress and the Feds.