Conference / Quality Engineering
AI Can Generate Tests, Not Trust
ConfQ 2026 Virtual · July 3, 2026 · Online
About the talk
AI is making test generation and automation faster, but engineering trust cannot be generated automatically. This session explores the limitations of AI-created test suites, the impact of unreliable coverage and noisy pipelines, and why engineering judgment, risk assessment, and meaningful quality signals remain essential.
What you’ll take away
- Distinguish generated coverage from useful evidence
- Recognize misleading quality signals
- Keep risk assessment and human judgment in the loop
Session notes
This summary is an editorial overview based on the speaker’s supplied material, rather than a verbatim official abstract.
Slides and a companion write-up have not yet been supplied. They will appear here when available.