And like, this idea that people have that that that Newton was um sort of the the first modern scientist is is somehow wrong. He I mean, it's there's some truth to it, but he really had this very different way um of of looking at the world that was part sort of superstitious um and part modern. It was a funny hybrid.
I mean, I I I I do believe that that hybrid um human plus AIs will will dominate mathematics for a lot longer. It it's It will depend It will require some additional breakthroughs uh beyond what we already have.
My sense is that this hybrid is fairly common in practice; solvers aren't magical and if you can deduce additional structure using domain-specific analysis, it will often give the solver an important boost.
This book surveys theories of creativity, contrasting four competing explanations: expertise, genius, society, and chance, in offering a model for how creativity works. Simonton's work provides a nice hybrid between the purely anecdotal work of biographers and the data-driven work of experimental scientists.
The logical end state of this displacement is not some hybrid grid with around 20% solar backed up by spinning generation, but a much more dynamic, versatile grid with around 200% solar generation and hours to days or weeks of battery storage, fully decoupling time of generation and consumption.
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