RAIDO

RAIDO is a powerful framework solution designed to develop trustworthy and green artificial intelligence (AI). Trustworthy AI focuses on ensuring the reliability, safety, and unbiased optimization and deployment of AI systems, particularly in critical applications such as healthcare, farming, energy, and robotics. On the other hand, Green AI involves the development and deployment of energy-efficient and environmentally sustainable AI technologies, leading to reduced environmental impact and improved resource management. RAIDO provides an array of automated data curation and enrichment methods, including digital twins and diffusion models, to create high-quality, representative, unbiased, and compliant training data. It also offers various data- and compute-efficient models and tools to create energyefficient Green AI, such as few- and zero-shot learning, dataset and model search, data and model distillation, and continual learning. To ensure the transparency, explainability, and reliability of the optimized AI models and data handling processes, RAIDO uses various XAI methods, decentralized blockchain, feedback-based reinforcement learning, novel KPIs, and visualization techniques. Additionally, the innovative AI orchestrator optimizes related tasks and processes, reducing the overall energy consumption and environmental footprint of the models during both development and deployment. RAIDO emphasizes the development of dynamic interfaces that support the appropriate AI paradigms (central, distributed, dynamic, hybrid) and enable seamless adaptation to the needs of the use situation. Furthermore, RAIDO will be evaluated through four real-life demonstrators in key application domains, such as smart grids, computer vision-based smart farming, healthcare, and robotics, showcasing notable societal and market impact.

Consortium

INSTITUT JOZEF STEFAN (JSI), SI
UBITECH LIMITED (UBITECH-LIM), CY
NETCOMPANY-INTRASOFT SA (INTRA), LU
AYESA ADVANCED TECHNOLOGIES SA (AYESA), ESP
FUJITSU TECHNOLOGY SOLUTIONS (LUXEMBOURG) SA (FTS), LU
METAMIND INNOVATIONS IKE (MINDS), EL
THE PROVOST, FELLOWS, FOUNDATION SCHOLARS & THE OTHER MEMBERS OF BOARD, OF THE COLLEGE OF THE HOLY & UNDIVIDED TRINITY OF QUEEN ELIZABETH NEAR DUBLIN (TCD), IE
THE AWARENESS MOVEMENT (AWM), LU
KRECHNOLOGIES (KRE), BE
CHELENIC NTAINAMIKS MONOPROSOPI AE (HELLD), EL
VLAAMSE INSTELLING VOOR TECHNOLOGISCH ONDERZOEK N.V. (VITO), BE
SIDROCO HOLDINGS LIMITED (SID), CY
COMMUNAUTE D’ UNIVERSITES ET ETABLISSEMENTS UNIVERSITE BOURGOGNE – FRANCHE – COMTE (UBFC), FR
EIGHT BELLS LTD (EIGHT BELLS), CY
MATHEMA SRL (MATHEMA), IT
ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS (CERTH), EL
UBITECH ENERGY (UBITECH-ENE), BE
CYBERJAB LIMITED (CyberJab), IE
DIMOSIA EPICHEIRISI ILEKTRISMOU ANONYMI ETAIREIA (PPC), EL
AXON LOGIC IDIOTIKI KEFALAIOUXIKI ETAIREIA (AXON), EL
ADRESTIA EREVNITIKI IDIOTIKI KEFALAIOUXIKI ETAIREIA (ADR), EL
LOGOS RICERCA E INNOVAZIONE (LRI), IT
JESSA ZIEKENHUIS (Jessa), BE
TWI ELLAS ASTIKI MI KERDOSKOPIKI ETAIREIA (TWI ELLAS), EL