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Recursive self improvement - once you attain artificial superintelligent SWE of a general, adaptable variety that can scale up to millions of researchers overnight (a given, with LLM's and scaffolding alone) - will rapidly iterate on new architectures which will more rapidly iterate on new architectures, etc.
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And what's to say that it doesn't iterate itself to a local max, and then stop...

From the first third of a sigmoid it looks exponential, and that scares people. But a sigmoid can have a very very high top - look at the industrial revolution, or modern plumbing, or modern agriculture which created a population sigmoid which is still cresting.

If AI is merely as tall a sigmoid as the haber-bosch process, refrigeration, or the steam engine, that's going to change society entirely.




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