Missions & horizons

Missions

We have a strong sense of purpose to provide AI-based solutions to real world
challenges of importance for ordinary people, societies, and industry.

Our missions towards that end are:

Preparedness and sovereignty

AI-based monitoring from space and observation platforms, drones and in-situ data have the potential to provide unprecedented systems for enhanced situational awareness and for navigation in the air and over land and sea.

This is important for preparedness to unforeseen events, for security purposes and for digital sovereignty.

Environment and infrastructure

The climate is changing fast. AI-based modelling of the environment, such as atmospheric variables, land cover, sea ice or marine systems, provides mechanisms for understanding change, and provide early warning, detailed forecasting, or abundance estimation.

Simultaneously, AI-based infrastructure monitoring, for power lines or pipelines, is increasingly needed, also given stress caused by the changing climate.

Transformation of health

Healthcare is under pressure. AI research based on medical imagery, electronic health records, lab results, or clinical text, can help transform health systems by improving prevention, diagnosis, treatment, operations, and scientific discovery at scales that are difficult for humans alone. Responsible deployment is critical.

Accelerate innovation

Solving societal challenges needs accelerated AI innovation to turn new ideas into useful knowledge, technologies, products, services, and for creating value and sustainable growth. It is not only about inventing faster, but also about shortening the path from research and experimentation to real-world impact.

Horizons

We pursue our mission on a foundation of fundamental AI research horizons, or values.

That is, when developing the next generation AI technology, non-negotiable objectives are for the technology itself to be resilient, reliable, and robust, which are the hallmarks of responsible AI.

Resilient AI

Develop technology that is resilient to changes and unforeseen events or attacks.

Reliable AI

Interpretable AI for users, which is energy-efficient and aligned with fundamental human values.

Robust AI

AI that is resistant to variations, operating conditions, and drifts.

Research programs

Uncertainty quantification

Coming soon.

Human-AI alignment

Coming soon.

Security in latent spaces

Coming soon.

Efficient methdologies

Coming soon.