Explore the transformative potential of memristors in artificial intelligence during this 24-minute conference talk from DSC EUROPE 24 in Belgrade. Alexey Mikhailov delves into how memristors can emulate neural functions and push AI hardware beyond current computational limitations. Discover applications in brain-on-a-chip systems and both invasive and non-invasive neural interfaces that enable real-time processing of biological signals, advancing the field of hybrid intelligence. This presentation was delivered on November 20th as part of the Data Science Conference Europe 2024.