Keynote
12:15 – 01:15 PM
60 Minutes
Main Auditorium
Testing AI: How Do We Test What We Cannot Predict?
Symposium Track
Session 03
Session Overview
Approaches to validating non-deterministic systems: evaluation sets, risk framing, guardrails and quality criteria for AI-driven products.
Key Topics & Takeaways
- Core verification challenges in non-deterministic and autonomous systems
- Frameworks for measuring hallucination rates, safety thresholds, and demographic fairness
- Metamorphic testing and perturbation analysis applied to real-world AI applications
- Emerging ISO and ISTQB standards for Artificial Intelligence testing certifications
Session Format
Technical Keynote & Case Study Walkthrough
Intended Audience
AI Engineers, SDETs, Quality Architects, Data Scientists, and Security Testers.
Session Speakers & Leaders
To be announced
AI Quality Expert & Researcher
AI Research & Testing Institute
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