The answer is a cocktail of academic sexism, institutional inertia, and the brutal speed of technological evolution. In the 1950s, computer science was a man’s world of engineering and mathematics. Gonod was a humanist. She spoke of "semantic bridges" and "conceptual fields" while the engineers spoke of "voltage" and "gates."
Gonod saw this not as a limitation of language, but as a failure of speed. If a machine could scan the relationships between words faster than a human eye, she reasoned, the library could become a thinking organism rather than a static warehouse. In 1952, Gonod took a radical step. She partnered with a team at the Laboratoire d’Électronique et de Physique Appliquée to use a primitive computer—not to crunch numbers, but to read French. christiane gonod
Her algorithm was crude by modern standards—a ballet of punched cards and electromechanical relays—but the philosophy was stunningly prescient. She argued that a search engine should rank results not by frequency (how many times a word appears), but by relevance (how central the concept is to the document’s argument). So why haven’t you heard of Christiane Gonod? The answer is a cocktail of academic sexism,
The Forgotten Architect of Search: How Christiane Gonod Built a Bridge Between Books and Code She spoke of "semantic bridges" and "conceptual fields"