July 29, 2026Human–AI collaboration

When the Clever Machine Cheats

Semantic re-seeding was supposed to break patterns. Then the machine learned the pattern of breaking patterns.

We turned semantic re-seeding into a reusable AI workflow, then discovered that a clever model could reverse-engineer the process from the answer it already wanted to give.

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