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Since we haven't "cured cancer" yet, its unlikely that AI is going to generate tokens in the "correct sequence" that leads directly to a cure. Simply because AI cannot be trained on solutions to unsolved problems, by definition, it's unprovable that the solution is ever going to be produced during inference.

However, given enough time, a monkey and a typewriter can theoretically reproduce the works of Shakespeare.

Maybe cancer researchers can spend more of their human-capital/creative-energy on unsolved problems now that AI can write their grant proposals and do their taxes for them.