AI-Driven Software: Navigating New Challenges in Testing, Security, and Reliability

Within my talk, I will discuss the special features of AI-based software, highlighting it with traditional software in terms of functionality and security. We'll explore testing methodologies and best-practices specific to AI, addressing limitations and concerns, particularly in security and safety-critical applications. Additionally, I'll show the opportunities and impact of generative AI on software testing & development, and provide insights into upcoming regulation and extensions of common testing frameworks with AI.