Growing One's AI Tools: A Paradigm of Practice-Grown Tools
4.60T1 sourcearXiv cs.HC
Source record
Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2611.06132.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryAn eight-week case study documents how a conference interpreter built a computer-assisted interpreting tool through 62 commits and six versions. Telemetry from 133 sessions and 20,000 recognized utterances supports a practice-grown-tool paradigm, in which occupational breakdowns drive iterative tool development and practitioner assessment.
Why it mattersA rare longitudinal record connects specific workplace breakdowns to tool changes and presents a testable framework for evaluating practitioner-built systems.
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