Research
DISRUPTION TO LEAD: THE gAIn MOTIVATION
As AI continues to expand its influence on future technologies such as communication, medicine or robotics, fundamental hardware-related challenges are becoming increasingly apparent. We identify four major AI hardware Deadlocks:
To overcome these barriers, we need disruptive ideas—approaches that move beyond the incremental evolution of today’s AI research.
FROM FRAMEWORK TO IMPACT: THE VISION OF gAIn
We aim to develop a comprehensive, theory-driven framework for next-generation (green) AI systems. This framework will focus on creating optimally tailored, novel hardware–software combinations that maximize energy efficiency and trustworthiness.
More specifically, we aim to:
