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Ursula Franklin

The German-born Canadian physicist and philosopher of technology who insisted that technology is not a collection of artifacts but a practice—a system of relationships between worker, work, and institution—and whose distinction between holistic and prescriptive technologies is the most precise diagnostic instrument available for what AI is doing to cognitive work.
Ursula Franklin was a metallurgist who studied the crystal structures of metals and understood, with the precision of someone trained in materials science, that the properties of any system are determined not by its components alone but by the relationships between them. The same iron atoms, arranged differently, produce either soft metal or brittle steel. This insight, applied to technology, became the foundational principle of her life's work: technology is not what it can do, but the entire practice of how it is done—the relationships between workers, the distribution of control and understanding, the institutional conditions under which the capability is exercised. Her 1989 Massey Lectures, published as The Real World of Technology, introduced the distinction between holistic and prescriptive technologies that has become the sharpest diagnostic instrument available for understanding what AI is doing to cognitive work—not the artifact, but the practice. Born
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