Moteur de recherche d’entreprises européennes
Financement de l’UE (8 226 276 €) : Human-Centred Machine Learning: Lighter, Clearer, Safer Hor01/11/2024 Programme de recherche et d'innovation de l'UE « Horizon »
Vue d’ensemble
Texte
Human-Centred Machine Learning: Lighter, Clearer, Safer
"The rapid development and adoption of Artificial Intelligence (AI) and Machine Learning (ML) technologies have brought significant opportunities and challenges. While AI has the potential to revolutionise industries and improve lives, there are growing concerns related to privacy, security, fairness, transparency and the environmental footprint. The Olympics motto ""Faster, Higher, Stronger"" also applies to recent impressive AI advancements, but now is the time to update it to ""Lighter, Clearer, Safer"". We propose ACHILLES to build an efficient, compliant, and trustworthy AI ecosystem. At its core is an iterative development cycle inspired by clinical trials encompassing four modules. It begins with human-centric methodologies, followed by data-centric operations, model-centric strategies, and deployment-centric optimisations. It returns to human-centric approaches, focusing on explainability and model monitoring. This iterative cycle aims to enhance AI systems' performance, robustness and efficiency while ensuring they comply with the legal requirements and highest ethical standards. Another innovation is the development of an ML-driven Integrated Development Environment (IDE). The ACHILLES IDE will facilitate seamless integration between the iterative cycle's modules, enabling users to develop efficient, compliant, and trustworthy AI solutions more effectively and responsibly. The project aims to significantly impact European AI development, aligning with the region's guidelines and values. Through innovative techniques and methodologies based on the collaboration of a multidisciplinary team of 16 partners from 10 countries, ACHILLES will foster a strong AI ecosystem that respects privacy, security, and ethical principles across various sectors. By validating the results in real use cases (including healthcare, ID verification, content creation and pharmaceuticals), ACHILLES will showcase its practical applicability and potential for widespread adoption."
| Cuomo IT Consulting GmbH | ? |
| Associação Fraunhofer Portugal Research | 1 454 716 € |
| Axiologic Research Srl | 826 862 € |
| Centrum Transferu Technologii - Innovations sp. z o.o. | 260 513 € |
| Eticas Research And Consulting SL | 311 880 € |
| FRAUNHOFER GESELLSCHAFT ZUR FORDERUNG DER ANGEWANDTEN FORSCHUNG e. V. | 1 423 315 € |
| Fundacion para La Investigacion Biomedica del Hospital Universitario Clinico San Carlos | 0,00 € |
| Idnow SAS | 340 415 € |
| Inesc ID Instituto de Engenhariade Sistemas e Computadores Investigacao e Desenvolvimento em Lisboa | 985 978 € |
| Instituto de Sistemas e Robotica-Associação | 469 875 € |
| Katholieke Universiteit Leuven | 545 625 € |
| PNO Digital Srl | 227 700 € |
| Pno Innovation Lda. | 117 600 € |
| Servicio Madrileno de Salud | 238 125 € |
| Universidade DA Coruna | 485 673 € |
| YRKESHOGSKOLAN ARCADA AB | 538 000 € |
https://cordis.europa.eu/project/id/101189689
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 : Cuomo IT Consulting GmbH, Bâle, Suisse.