UNINOVA’s Partner Spotlight

Pioneering AI Governance, Innovation, and Impact UNINOVA – Instituto de Desenvolvimento de Novas Tecnologias – is a multidisciplinary, independent, and non‑profit research institute founded in 1986 and based in the Lisbon metropolitan area. Created through a partnership between the Faculty of Science and Technology of NOVA University Lisbon (FCT NOVA), a group of industrial associations, […]

UNIVERSITAT POLITÈCNICA DE CATALUNYA PARTNER SPOTLIGHT

UPC contributes to AI-DAPT through its CRAAX Lab, leading AI pipeline monitoring and delivery. With strong expertise in ICT, AI, and cloud resource management, UPC ensures scalable and efficient execution of AI workflows.

AI-DAPT Platform: Architecting Trustworthy AI with Seamless User Journeys

Discover the future of AI with the AI-DAPT platform, where reliable AI meets user-friendly experiences. We enhance the AI lifecycle with human oversight and transparency.

Effector:

Effector: an eXplainability library for global and regional effects

Optimizing Data Quality and Interpretability with Data Valuation

In the fast-evolving area of AI, the AI-DAPT framework stands out for emphasizing data quality and valuation asdriving factors for more accurate and robust Machine Learning (ML) models. Data valuation is a critical processthat assesses the quality and the contribution of data in relation to ML models performance or an entire AIsystem. The data valuation […]

SETU Partner Spotlight

Building on this foundation, SETU will lead Task 4.4, designing a comprehensive software validation and verification framework for all AI-DAPT services.

AI-DAPT’s vision for Bridging Energy Markets and Home Heating

In the rapidly evolving landscape of energy systems, a comprehensive approach is emerging that transforms residential heating systems from a passive consumption point to an active, intelligent market participant. The AI-DAPT project unveils a novel methodology that creates a dynamic dialogue between energy markets and residential heating infrastructure, ensuring that human judgment is always the […]

Bridging First-principles Science Models and Machine Learning

A hybrid approach, integrating science-guided models with machine learning, offers a promising solution.

Drilling-down ethical principles in AI

This gathering brought together the partners to discuss the progress made so far and outline the next steps needed to achieve the project’s goals.

Fraunhofer FOKUS

The Fraunhofer Society, based in Germany, is a leading applied research organization.