little lightGrowth · Little Light original
A new tool produces the first draft in seconds. The experienced colleague knows where it is weak, which source deserves doubt and what the customer will misunderstand. The junior colleague receives a finished-looking answer and is asked to review it, although nobody has shown them how judgment was built before the tool arrived. Efficiency should not remove the path by which people become capable of checking it. Keep some deliberate practice: let a learner form a view before seeing the generated one, compare the two, trace an error to its assumption and explain a correction aloud. Give them real decisions at a scale where mistakes can be examined rather than hidden. Automation can return time and widen what a team can attempt. Its value becomes more durable when expertise can still travel to the next person. Do not preserve repetitive work for tradition's sake. Preserve the experiences that teach someone what quality looks like, why an answer can be wrong and when their own judgment must take responsibility.
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