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Edithistory:Mesa-optimization

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1311962005 2025-09-17T21:47:19Z Onel5969 [[WP:AFC|AFC]] draft
1311962003 2025-09-17T21:47:18Z Onel5969 Onel5969 moved page [[Mesa-optimization]] to [[Draft:Mesa-optimization]] without leaving a redirect: [[WP:DRAFTIFY|Not ready]] for mainspace, incubate in draftspace. Reason/s: machine-generated
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1296885777 2025-06-22T22:59:38Z Zero Contradictions Adding [[Wikipedia:Short description|short description]]: "AI alignment phenomenon and challenge"
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1296430544 2025-06-19T23:45:55Z Southernhemisphere /* Concept and motivation */
1296428171 2025-06-19T23:27:57Z Southernhemisphere /* Concept and motivation */
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1296426536 2025-06-19T23:15:06Z Southernhemisphere [[WP:AES|←]]Created page with ''''Mesa-optimization''' refers to a phenomenon in advanced machine learning where a model trained by an outer optimizer—such as stochastic gradient descent—develops into an optimizer itself, known as a ''mesa-optimizer''. Rather than merely executing learned patterns of behavior, the system actively optimizes for its own internal goals, which may not align with those intended by human designers. This raises significant concerns in the field of AI alig...'