Spotlight Items

Building gears-level models is expensive - often prohibitively expensive. Black-box approaches are usually cheaper and faster. But black-box approaches rarely generalize - they need to be rebuilt when conditions change, don’t identify unknown unknowns, and are hard to build on top of. Gears-level models, on the other hand, offer permanent, generalizable knowledge which can be applied to many problems in the future, even if conditions shift.

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