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paperPost Training Reasoning

Apple's RLTL;DR Teaches AI to Learn From Its Own Failures

Apple researchers show a 9B model can crack tasks it failed 128 times in a row by backpropagating short self-written notes instead of full solutions.

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AlphaSignal

Published

Sep 29, 2026, 2:04 PM

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AlphaSignal Newsroom

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1 min read

Apple researchers show a 9B model can crack tasks it failed 128 times in a row by backpropagating short self-written notes instead of full solutions.

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