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Subsequent work has demonstrated that positive testing is not inherently irrational [austerweil2011seeking, perfors2009confirmation, oeberst_toward_2023]; for instance, when target phenomena are relatively rare, positive testing approximates optimal information gathering [klayman_confirmation_1987]. Bias emerges not from the strategy itself, but from the interaction between the search strategy and the environment [klayman_varieties_1995]. When a learner’s hypothesis is a subset of, or embedded within, the truth, positive testing yields “ambiguous verifications” that the learner mistakes for strong evidence for their hypothesis [klayman_confirmation_1987]. This creates a feedback loop where the search strategy retrieves only confirming data, and the learner fails to account for the fact that they are sampling from a biased subset of reality.
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This article originally appeared on Engadget at https://www.engadget.com/computing/elgatos-stream-deck--xl-adds-a-touch-strip-and-dials-to-an-already-massive-array-of-buttons-195200129.html?src=rss
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“Device API” - which will contain the “Device API” code from “Firmware Dispatcher.Infra” (which we designed previously).