11 posts found
Federated machine learning: generating value from shared data while maintaining privacy
Data is a fundamental resource for improving our quality of life because it enables better decision-making processes to create personalised products and services, both in the public and private sectors. In contexts such as health, mobility, energy or education, the use of data facilitates more effic…
The role of open data in the evolution of SLM and LLM: efficiency vs. power
Language models are at the epicentre of the technological paradigm shift that has been taking place in generative artificial intelligence (AI) over the last two years. From the tools with which we interact in natural language to generate text, images or videos and which we use to create creativ…
Linguistic corpora: the knowledge engine for AI
The transfer of human knowledge to machine learning models is the basis of all current artificial intelligence. If we want AI models to be able to solve tasks, we first have to encode and transmit solved tasks to them in a formal language that they can process. We understand as a solved task informa…
Data activism: an increasingly relevant practice in the age of platforms
Data activism is an increasingly significant citizen practice in the platform era for its growing contribution to democracy, social justice and rights. It is an activism that uses data and data analysis to generate evidence and visualisations with the aim of revealing injustices, improving peop…
The dataspace of tourism
Europe is developing a common data space for tourism, aiming to integrate various stakeholders, including local and regional authorities, the private sector, and multiple member states. Spain is among them, where several workshops have already been conducted as part of the process to energize…
Use case development model for data spaces
We live in the era of data, a lever of digital transformation and a strategic asset for innovation and the development of new technologies and services. Data, beyond the skills it brings to the generator and/or owner of the same, also has the peculiarity of being a non-rival asset. This means that i…
The dataspaces starter kit
A data space is a development framework that enables the creation of a complete ecosystem by providing an organisational, regulatory, technical and governance structure with the objective of facilitating the reliable and secure exchange of different data assets for the common benefit of all actors i…
The IDS-RAM reference architecture model and its role in data spaces
The data economy represents a huge business opportunity for companies of all sizes and sectors. According to European Commission estimates, the Data Economy will be worth €829 billion in 2025 for the 27 member states. But for the data economy to develop properly, structures are needed to facilitate…
The importance of deploying European Data Spaces
There is no doubt that data is a fundamental asset for companies. Properly processed, they generate great competitive advantages, both in decision-making and in the generation of new products and services, enabling technologies such as Artificial Intelligence. This situation has made many organisati…
Modelos de intercambio de datos públicos-privados: el ejemplo de la International Data Spaces Association
La disponibilidad de datos de calidad es un elemento indispensable en la senda de crecimiento de las nuevas economías basadas en activos digitales. Sin embargo, los datos por si solos no son suficiente. Es necesario disponer de mecanismos de intercambio que aseguren una cadena de custodia controlada…
