Test Guardian - AI Testing Simplified

AI and ML are different - really?

Its biggest misconception if you see AI vs ML. Technically, both are tied to each other. Then what is the difference? Let's find out today in detail.

Welcome & Introduction

Hi there! I’m KT - Kunaal Thanik, and this is Test Guardian — the podcast where we explore how to test AI systems so they’re unbiased, safe, fair, and as per regulations. In this episode, I share some real-world stories that show just how important testing is — especially when lives are on the line. You’ll hear about: * An AI model that failed to diagnose patients fairly due to biased data * A financial AI that crashed during a market meltdown * And a hospital chatbot that missed a heart attack because of a typo These are all true stories — and they all could have been avoided with better testing. Whether you're a tester, developer, or just curious about AI, this episode will help you understand why testers are the unsung heroes of intelligent systems. Hit play, and let’s learn how to guard against AI failures — together.