M3 Room

Artificial Intelligence

M3 supports research on cross-cutting AI topics with significance for a larger number of related research rooms, and it fosters collaboration with other AI initiatives.

Key Questions

Solutions will be explored to optimize networks and computing infrastructures dynamically.

Focus will be on certification and explainability to build user trust.
Research will focus on combining data-driven and symbolic models to improve output quality and reliability.

Approach

  • Multimodal AI: Advancing multimodal sensing, particularly for touch and olfaction.
  • AI for distributed networks: Optimizing communication protocols and network architectures.
  • Integrating symbolic and data-driven AI models: Enhancing AI outputs with symbolic domain knowledge.
  • Verification and certification: Ensuring the safety and reliability of AI-based decisions.

Expected Results

  • Multimodal models and datasets.
  • Validated foundational models and AI solutions for communication tasks.
  • Methods for AI verification and building trust.