Description du projet
Un kit informatique pour l’intelligence artificielle
L’intelligence artificielle conçoit des systèmes informatiques capables d’exécuter et d’automatiser des tâches qui requièrent habituellement une intelligence humaine ou une supervision humaine, comme la perception visuelle, la reconnaissance vocale, la prise de décision et le guidage de véhicules. L’impact de ce développement est transformationnel. Le projet TEACHING, financé par l’UE, aborde ce défi en intégrant l’intelligence artificielle aux concepts fondamentaux de sécurité et de fiabilité tout en intégrant un feedback des interactions entre l’intelligence artificielle et l’intelligence humaine. TEACHING entend développer un CPSoS sensible à l’humain pour des applications autonomes et critiques en matière de sécurité, basé sur une intelligence artificielle distribuée, énergétiquement efficace et fiable. TEACHING devrait avoir un impact fondamental sur le développement de systèmes autonomes critiques, en fournissant des moyens d’améliorer leur sécurité, leur fiabilité et leur acceptation générale.
Objectif
Industry and society are experiencing the transformational impact of the autonomous systems revolution, empowered by automation capabilities offered by Artificial Intelligence (AI). Cyber-physical Systems of Systems (CPSoS) define a multi-faceted and dynamic environment where autonomy is fundamental to govern the complexity of interactions between the virtual and physical worlds with minimal human intervention. However, even when the most advanced degree of autonomy is exercised, the human is a variable which cannot be left out of the CPSoS equation, particularly in safety critical scenarios like autonomous transportation. TEACHING puts forward a vision of humans at the centre of autonomous CPSoS, by embracing the concept of Humanistic Intelligence, where the cybernetic and biological entities cooperate in a mutual empowerment towards a shared goal and where human feedback becomes a crucial driver for CPSoS adaptivity. TEACHING addresses the challenge by integrating AI with fundamental concepts of security and dependability stemming from the AI-human-CPSoS interactions, and by considering their impact on the underlying computing system. TEACHING develops a human-aware CPSoS for autonomous safety-critical applications, based on a distributed, energy-efficient and dependable AI, leveraging edge computing platforms integrating specialized computing fabric for AI and in-silico support for intelligent cybersecurity. The goal is to design a computing software and system supporting the development and deployment of adaptive and dependable CPSoS applications, allowing to exploit a sustainable human feedback to drive, optimize and personalize the provisioning of the offered services. TEACHING outcomes will fundamentally impact the development of autonomous safety-critical systems, providing means to improve their safety, dependability and overall acceptability. This impact will be demonstrated by TEACHING in two pilots concerning autonomous driving and aviation.
Champ scientifique
Not validated
Not validated
- natural sciencescomputer and information sciencesartificial intelligence
- natural sciencescomputer and information sciencessoftware
- social sciencessociologyindustrial relationsautomation
- social sciencespolitical sciencespolitical transitionsrevolutions
- natural sciencescomputer and information sciencescomputer security
Programme(s)
Thème(s)
Régime de financement
RIA - Research and Innovation actionCoordinateur
56126 Pisa
Italie