AI Evaluation Methods episode artwork

EPISODE · May 28, 2026 · 7 MIN

AI Evaluation Methods

from The FIT4Privacy Podcast - AI and Privacy insights in collaboration with Grow Skills Store · host Punit Bhatia | Data Privacy, Sourcing & EU AI Act Specialist | ISO Standards

How do you know if your AI is truly trustworthy, compliant, and ready for real-world use?In this episode trailer, we explore the evolving field of AI evaluation from understanding why AI systems can behave unpredictably to applying structured methods that assess quality, risk, and compliance. Learn how organizations move beyond simple testing to adopt a full lifecycle approach, including evaluation-driven development, pre-release checks, and continuous monitoring after deployment. If you're working with frameworks like the EU AI Act, ISO 42001, or NIST, this conversation gives you practical insight into turning requirements into measurable, repeatable evaluation methods so your AI is not just functional, but reliable and responsible.👉 Are you evaluating your AI systems or just deploying them? Watch the full episode to learn how to build trustworthy AI. ⸻ Resources & Links  Guest Links Stella Lui • Website: https://maven.com/  • LinkedIn: https://www.linkedin.com/in/wenxingl/  Grow Skills (Privacy Courses & Insights) • Courses: https://growskills.store/courses/ • Insights: https://growskills.store/insights/ • Website: https://growskills.store/  FIT4Privacy • Website: https://www.fit4privacy.com • Podcast: https://www.fit4privacy.com/podcast • Blog: https://www.fit4privacy.com/blog • YouTube: http://youtube.com/fit4privacy  Punit Bhatia • Website: https://www.punitbhatia.com  Books  • Be Ready for GDPR • AI & Privacy – How to Find Balance • Intro to GDPR • Be an Effective DPO 

How do you know if your AI is truly trustworthy, compliant, and ready for real-world use?In this episode trailer, we explore the evolving field of AI evaluation from understanding why AI systems can behave unpredictably to applying structured methods that assess quality, risk, and compliance. Learn how organizations move beyond simple testing to adopt a full lifecycle approach, including evaluation-driven development, pre-release checks, and continuous monitoring after deployment. If you're working with frameworks like the EU AI Act, ISO 42001, or NIST, this conversation gives you practical insight into turning requirements into measurable, repeatable evaluation methods so your AI is not just functional, but reliable and responsible.👉 Are you evaluating your AI systems or just deploying them? Watch the full episode to learn how to build trustworthy AI. ⸻ Resources & Links  Guest Links Stella Lui • Website: https://maven.com/  • LinkedIn: https://www.linkedin.com/in/wenxingl/  Grow Skills (Privacy Courses & Insights) • Courses: https://growskills.store/courses/ • Insights: https://growskills.store/insights/ • Website: https://growskills.store/  FIT4Privacy • Website: https://www.fit4privacy.com • Podcast: https://www.fit4privacy.com/podcast • Blog: https://www.fit4privacy.com/blog • YouTube: http://youtube.com/fit4privacy  Punit Bhatia • Website: https://www.punitbhatia.com  Books  • Be Ready for GDPR • AI & Privacy – How to Find Balance • Intro to GDPR • Be an Effective DPO

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AI Evaluation Methods

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This episode is 7 minutes long.

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This episode was published on May 28, 2026.

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How do you know if your AI is truly trustworthy, compliant, and ready for real-world use?In this episode trailer, we explore the evolving field of AI evaluation from understanding why AI systems can behave unpredictably to applying structured...

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