Federated Learning (FL) presents a promising approach to machine learning (ML) by allowing multiple sources of data (devices or entities) to collaboratively train a shared model while keeping data decentralised. This approach mitigates privacy risks as raw data remains locally on the sources,...

The purpose of this Regulation is to improve the functioning of the internal market and promote the uptake of human-centric and trustworthy artificial intelligence (AI), while ensuring a high level of protection of health, safety, fundamental rights enshrined in the Charter, including democracy,...

The purpose of this Regulation is to improve the functioning of the internal market and promote the uptake of human-centric and trustworthy artificial intelligence (AI), while ensuring a high level of protection of health, safety, fundamental rights enshrined in the Charter, including democracy,...

The objective of this TechDispatch is twofold. First, it examines common assumptions about how humans interact with and monitor decision-making systems, highlighting the overly optimistic nature of many of these assumptions. Accepting these assumptions uncritically can lead to inadequate or...

The EDPS' 2020-2024 mandate has been synonymous with adaptability and resilience. It started with a challenging year that none of us expected with a global pandemic, which not only dramatically changed the way we live and work, but also brought at the centre of public debate the role and nature...

The EDPS' 2020-2024 mandate has been synonymous with adaptability and resilience. It started with a challenging year that none of us expected with a global pandemic, which not only dramatically changed the way we live and work, but also brought at the centre of public debate the role and nature...

This year's TechSonar report includes six trends: Retrieval-augmented generation (RAG), a technique that allows AI systems to generate more relevant output by retrieving and combining relevant information from multiple knowledge bases. On-device AI, a system architecture designed to place data...

This year has therefore been an opportunity to take stock of the work completed during the mandate, guided by our three-pillar principles: Foresight - Action - Solidarity; to anticipate technologies' benefits and challenges that lie ahead, to provide the necessary tools and take efficient...

This year has therefore been an opportunity to take stock of the work completed during the mandate, guided by our three-pillar principles: Foresight - Action - Solidarity; to anticipate technologies' benefits and challenges that lie ahead, to provide the necessary tools and take efficient...

This year has therefore been an opportunity to take stock of the work completed during the mandate, guided by our three-pillar principles: Foresight - Action - Solidarity; to anticipate technologies' benefits and challenges that lie ahead, to provide the necessary tools and take efficient...