Hybrid Intelligence - First Rate Humans, Not Second Class Robots

Explore the concept of Hybrid Intelligence (HI) and its potential to overcome challenges in AI development in this 44-minute conference talk from GOTOpia February 2021. Delve into the current trends in AI applications, including human-in-the-loop (HITL) components and the pursuit of machine autonomy. Examine the value-alignment problem and human deskilling issues associated with increasing AI autonomy. Learn about the synergistic interaction between humans and machines in HI systems, and how they can continually learn from each other. Discover examples of transitioning from HITL to HI in various fields, including image recognition, air traffic control, and AI-assisted product design. Gain insights from discussions with leading scholars and corporate representatives on the future of human-machine collaboration.

Intro
Example of hope for a HI future, image analysis
Agenda
AI - the long-term perspective
Is AI as powerful as we think?
Hybrid intelligence
The language of AI - search in a landscape
How humans think
The social science super collider
Outro