ABOUT / OBJECTIVES
Five objectives. One ambitious shift.
Connecting design-time optimisation, adaptive execution, trustworthy orchestration and demonstrable real-world impact.
RESEARCH OBJECTIVES
What we are working towards.
Optimise foundation models at design time
Develop strategies for profiling, early exits, compression and distributed model adaptation.
Execute inference efficiently
Use dynamic routing, distributed models, adaptive caching and lower-overhead communication.
Guide the move beyond the cloud
Balance techno-economic constraints, security, performance and data sovereignty.
Validate through industrial experiments
Evaluate technologies in digital industry, automotive and healthcare.
Maximise research and societal impact
Publish open tools, engage with standards, and connect European and international communities.
Measuring progress
Research and pilot evaluation will consider latency, energy consumption, reliability, security, affordability and policy constraints.
Quantified targets in the source document require coordinator approval before public publication and are deliberately omitted from this demo.
- IMPACT FRAMEWORK
- Performance
- Trust
- Accessibility