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sportsLOWJP2026-05-10 00:27 UTC

How I Built a Masking Tool Without Showing AI Any Real Data: Column-wise Shuffling as the Scaffold

TL;DR I never write code or send real data to LLMs — but I built a complete data-masking tool through AI collaboration. The technique: column-wise independent shuffling (Japan PPC's official anonymization method) plus Faker replacement. Four phases: send column names → run shuffling batch → manua

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