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Delegation Without Awareness Is Still a Decision
How-ToMachine Learning

Delegation Without Awareness Is Still a Decision

via Dev.toJames Sargent1h ago

“The model suggested it.” “We let AI handle that part.” “It just evolved.” Those phrases sound neutral. They aren’t. Delegating execution is easy to spot. You assign a task, review the output, and move on. Delegating judgment is quieter, especially when no single moment feels like the decision. That’s what makes it dangerous. In practice, decisions still get made. Scope gets set. Tradeoffs get accepted. Constraints harden. The only difference is that no one remembers choosing them. AI didn’t take responsibility. Responsibility was never explicitly claimed. Because AI outputs look complete and reasonable, it’s easy to mistake motion for intent. A suggestion becomes a direction. A default becomes a decision. Over time, those small, unexamined choices become part of the structure. And when something finally feels off, there’s no clear place to look. No one can point to a moment where the call was made. No one feels fully accountable. Everyone agrees the outcome isn’t ideal, but ownership

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