For most white-collar workers, "fluency in artificial intelligence" is a huge cognitive gap... I once spent a long time explaining to a colleague why we should encapsulate a command-line interface (CLI) instead of having Claw write code in a session, but for someone without any programming/engineering background, it was simply incomprehensible and impossible to "guide." However, merely having programming skills without understanding business logic is not enough; therefore, true mastery of artificial intelligence is what truly demonstrates a person's comprehensive capabilities for the future.
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