Join Shayan Mohanty, Head of AI Research at Thoughtworks, and John Singleton, Program Manager at the AI Lab, as they dive into the complexities of generative AI. They discuss the vital role of evals, benchmarks, and guardrails in ensuring AI reliability. The duo outlines the differences between testing and evaluations, highlighting their significance for businesses. Additionally, they explore mechanistic interpretability and the need for robust frameworks to enhance trust in AI applications. This conversation is essential for anyone navigating the evolving AI landscape.