How Microsoft Scales Testing and Safety for Generative AI with Sarah Bird - #691

In this podcast episode, the risks and challenges in the development of generative AI are explored. The conversation emphasizes the need for a mental framework to understand these risks, including hallucinations and jailbreaks. The importance of effective communication through the AI interface and Microsoft's commitment to responsible AI are also highlighted. The episode discusses the importance of defense in depth in AI systems and the need for intervention mechanisms and comprehensive testing. Testing and evaluation, conveying the right expectations to users, and the role of red teaming are also discussed. The NIST AI risk management framework is introduced as a useful approach to address AI risks. The episode concludes by acknowledging the significant progress in responsible AI and safety through generative AI technology and the uncertainties and potential of the future of AI.