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CONCEPT

Holistic versus Prescriptive Technologies

Franklin's foundational distinction between technologies placing entire processes under practitioners' control (holistic) and those dividing processes into steps designed elsewhere (prescriptive)—a political, not technical, categorization.
Ursula Franklin's most influential framework distinguishes holistic from prescriptive technologies. Holistic technology—pottery, traditional crafts—gives the practitioner control over the entire process from beginning to end; the potter selects clay, shapes it, decides when the form achieves the quality she seeks. Prescriptive technology—assembly lines, standardized workflows—divides process into steps designed by others; the factory worker executes assigned steps without controlling the whole. This is not a technical distinction but a political one, describing different relationships between worker and work, different distributions of power and autonomy. AI has been presented as reversing the prescriptive turn—engineers controlling entire features end-to-end look like craftspeople. But Franklin's framework demands examining actual distribution of control within the process: when the worker specifies and the machine generates implementation she cannot fully evaluate, the appearance is holistic while the reality conceals prescriptive structure operating under a new name.
Holistic versus Prescriptive Technologies
Holistic versus Prescriptive Technologies

In The You On AI Field Guide

The holistic-prescriptive distinction emerged from Franklin's study of how industrialization reorganized craft work. The potter at her

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