ME / INDEPENDENT RESEARCH
Research note in development
When the Test Bench Gets a Copilot
Exploring how AI might change judgment, roles, workflow, and evidence in software quality
Introduction
AI may change how tests are written, what quality practitioners examine, and how they justify decisions. This developing research note examines those possible shifts in cognition, roles, workflow, and evidence. Its search strategy and source-selection record are still being reconstructed.
Research state
This is a research note in development. A complete manuscript is not yet public, and the summary must not be read as a finished paper or validated conclusion.