10M tokens is an absolute game changer, especially if there's no noticeable decay in quality with prompt size. We're going to see things like entire domain specific languages embedded in prompts. IMO people will start thinking of the prompt itself as a sort of runtime rather than a static input.

Back when OpenAI still supported raw text completion with text-davinci-003 I spent some time experimenting with tiny prompt-embedded DSLs. The results were very, very, interesting IMO. In a lot of ways, text-davinci-003 with embedded functions still feels to me like the "smartest" language model I've ever interacted with.

I'm not sure how close we are to "superintelligence" but for baseline general intelligence we very well could have already made the prerequisite technological breakthroughs.