189 FEATURES ACROSS THREE DIMENSIONS

Most AI coding tools are built to reduce human involvement. DSM is built to make human involvement worth the time: the human and the AI produce better work together than either would alone, and what they learn carries forward.

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TAKE AI BITE: A FRAMEWORK FOR HUMAN-AI COLLABORATION

AI tools generate faster than humans can review. When the output exceeds what a person can meaningfully engage with, the collaboration quietly breaks: the human stops reading and starts clicking “approve.” The human in the loop becomes decorative, and what they actually bring, direction, judgment, style, goes missing from the work.

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