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Lesson · 4 min Stretch

Who Answers for the Machine?

In one line When a system decides, someone must still be able to explain the decision and correct it.

More decisions are made, or shaped, by software: who gets a loan, which posts are shown, which patients are flagged. When something goes wrong, it is tempting to say the system did it. But a system has no one to blame, thank or ask for reasons.

Philosophers call this a responsibility gap: harm occurs, yet no person seems clearly answerable. Closing it needs a named owner for each system, a way to explain a decision in plain terms, and a way for a person affected to appeal.

None of this says that machines are bad. It says that using a tool does not remove the duty to answer for how it is used. A good test is simple: if the decision is wrong, who will you ask, and can they change it?

The loan app

Illustration: The loan app

Ruth applies for a small business loan through an app and is refused in a minute. The screen says only, “Not eligible.” She calls the bank, and the clerk says the system decides.

Ruth asks who owns the system. The clerk finds a manager, who looks at the record and finds that the app misread her income. The decision is reversed, and the bank adds a plain-language reason and an appeal link to every refusal.

Try this today For one automated decision you meet, find who could explain it to you and who could reverse it.

Question 1 of 2

Teodora, a delivery driver, is suspended by her company’s scheduling app after a drop in ratings. Support replies that the algorithm made the call and no one can see why.

What problem does Teodora face?

Question 2 of 2

A gym’s billing software freezes Felipe’s membership for payments he actually made. A front-desk supervisor checks his bank receipts, finds the error and restores the account.

What did the supervisor supply?

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Quest2Reason. “Who Answers for the Machine?.” https://quest2reason.com/learn/lesson/who-answers-for-the-machine. Accessed 13 November 2026.

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