The Search for Transparency and Accountability in the Age of AI - RAI and XAI as Essential Tools

Explore the crucial pillars of ethical and trustworthy AI systems in this 40-minute conference talk presented by Ezequiel Lanza from Intel at All Things Open 2023. Delve into the journey from Responsible AI (RAI) to Explainable AI (XAI), examining their intersection, use cases, and open-source frameworks. Discover how RAI emphasizes fairness, transparency, accountability, and privacy in AI development while addressing risks associated with unchecked systems. Learn how XAI techniques unravel the "black box" of AI decision-making, improving interpretability and uncovering biases. Gain insights into the synergistic relationship between RAI and XAI, exploring recent approaches in human-focused XAI and their role in fostering trust in AI systems. Uncover the path towards transparent, interpretable, and trustworthy AI in this comprehensive exploration of essential tools for the age of artificial intelligence.