Knowledge is testable prediction
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This is a disagreement between two maps, about expectations for an unknown part of the territory. This type of argument is about disagreement in what unknown (likely future) experiences will be. This is an argument about knowledge, since knowledge is testable prediction.
Humility about our predictive power is vital when building any system. Active experimentation is the best way to overcome uncertainties.
Because knowledge is testable prediction, one should be wary of when they are thinking more about definitions than about outcomes.
When we consider that knowledge is testable prediction, then we can understand that intelligence is essentially the act of squeezing the future into a constrained region.