Depending on the technology, this may simply be your Wi-Fi connection at home. That is how my Ecobee smart thermostat does things, and many smart home devices simply use your home’s Wi-Fi. However, when scaled up, it can get kind of crowded, which requires more power and more bandwidth. Thus, another solution needs to exist to help scale things up without bogging down your home Internet. Plus, since these things control sensitive systems inside your home, a boost of security never hurts.
The alternative, push-button solvers that return a binary pass or fail with no intermediate state, gives AI nothing to learn from and no way to guide the search. Worse, proofs that rely on heuristic solvers often break when the solver updates or when developers make small changes to how they write their specifications, even when the changes are logically equivalent. You cannot build a reliable AI pipeline on a foundation that is not reproducible. (I discuss this in detail in a recent Stanford talk.)
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