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Financement de l’UE (7 008 799 €) : Il faut être deux pour danser le tango : une approche synergique de la prise de décision homme-machine Hor11/07/2023 Programme de recherche et d'innovation de l'UE « Horizon »
Texte
Il faut être deux pour danser le tango : une approche synergique de la prise de décision homme-machine
Artificial Intelligence (AI) holds enormous potential for enhancing human decisions, improving cognitive overload and lowering bias in high-stakes scenarios. Adoption of AI-based support systems in such applications is however minimal, chiefly due to the difficulty of assessing their assumptions, limitations and intentions. In order to realise the promise of AI for individuals, society and economy, people should feel they can trust AIs in terms of reliability, capacity to understand the human’s needs, and guarantees that they are genuinely aiming at helping them. TANGO will develop the theoretical basis and computational framework for hybrid decision support systems (HDSS) in which humans and machines are aligned in terms of values and goals, know their respective strengths, and work together to reach an optimal decision. To this end, TANGO will develop: 1) A cognitive theory of mutual understanding and hybrid decision making, of intuitive vs deliberative approaches to decision making and of how they affect our trust in human and AI teammates. 2) Cognition-aware explainable AIs implementing synergistic human-machine interaction, enabling machines to determine what information a specific decision maker (e.g., layperson vs expert) needs, or does not need, to reach an informed decision. 3) A “Human-in-the-loop” co-evolution of human decision making and machine learning models building on bi-directional, explanation-augmented interlocution. The TANGO framework will be evaluated on four high impact use cases, namely supporting: i) women during pregnancy and postpartum, ii) surgical teams in intraoperative decision making, iii) loan officers and applicants in credit lending decision processes, and iv) public policy makers in designing incentives and allocating funds. Success in these case studies will establish TANGO as the framework of reference for developing a new generation of synergistic AI systems, and will strengthen the leadership of Europe in human-centric AI.
| Azienda Sanitaria Universitaria Integrata Del Trentino | ? |
| 28Digital | 395 375 € |
| A11-Initiative FOR Economic AND Social Rights | 78 000 € |
| Afliant Srl | 474 750 € |
| Bcam - Basque Center For Applied Mathematics | 504 275 € |
| Carr Communications Ltd. | 349 375 € |
| Centre for European Policy Studies | 399 750 € |
| Centre National de la Recherche Scientifique CNRS | 0,00 € |
| Consiglio Nazionale Delle Ricerche | 0,00 € |
| Fondazione Bruno Kessler | 463 750 € |
| Intesa Sanpaolo S.p.A. | 84 000 € |
| Istrazivacko-Razvojni Institut ZA Vestacku Inteligenciju Srbije | 339 250 € |
| Martin-Luther-Universitat Halle-Wittenberg | 336 116 € |
| Ministarstvo ZA Brigu O Porodici I Demografiju | 78 000 € |
| Scuola Normale Superiore | 0,00 € |
| Share Fondacija | 78 000 € |
| Surgical Science Sweden AB | 297 500 € |
| Technische Universitat Darmstadt | 631 223 € |
| Universita Degli Studi Di Trento | 1 211 939 € |
| Universita Di Pisa | 734 546 € |
| Universitatsklinikum Heidelberg | 0,00 € |
| Universite Paris Cite | 552 950 € |
https://cordis.europa.eu/project/id/101120763
Cette annonce se réfère à une date antérieure et ne reflète pas nécessairement l’état actuel. L’état actuel est présenté à la page suivante : Azienda Sanitaria Universitaria Integrata Del Trentino, Trente, Italie.