6 posts found
Explainable artificial intelligence (XAI): how open data can help understand algorithms
The increasing adoption of artificial intelligence (AI) systems in critical areas such as public administration, financial services or healthcare has brought the need for algorithmic transparency to the forefront. The complexity of AI models used to make decisions such as granting credit or making a…
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…
SLM, LLM, RAG and Fine-tuning: Pillars of Modern Generative AI
In the fast-paced world of Generative Artificial Intelligence (AI), there are several concepts that have become fundamental to understanding and harnessing the potential of this technology. Today we focus on four: Small Language Models(SLM), Large Language Models(LLM), Retrieval Augmented Generation…
The implementation of the EU Data Governance Regulation in Public Administrations
Since 24 September last year, the Regulation (EU) 2022/868 of the European Parliament and of the Council of 30 May 2022, on European Data Governance (Data Governance Regulation) has been applicable throughout the European Union. Since it is a Regulation, its provisions are directly effective without…
Validation of the Royal Decree-Law on reuse of public sector information and open data
Why a Royal Decree-Law?
In the plenary session of the Congress of Deputies held on December 2, 2021, Royal Decree-Law 24/2021, of November 2, on the transposition of several European Union directives, including Directive (EU) 2019/1024 of the European Parliament and of the Council, of June 20, 2019,…
4 environment challenges that open data can help solve
A few months ago, the Open Data Climático, carried out by the Spanish Meteorology Agency, starred a large number of news, with headlines such as "70% of Spaniards affected by climate change", "Summers are five weeks longer than they were in the eighties" or "The semi-arid climate advances towards Ga…
