6 posts found
The importance of licences in the digital environment: an approach accessible to all
In an increasingly digitised world, the creation, use and distribution of software and data have become essential activities for individuals, businesses and government organisations. However, behind these everyday practices lies a crucial aspect: licensingof both software and data.
Understanding wha…
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…
Importance of data profiling, types and tools
What is data profiling?
Data profiling is the set of activities and processes aimed at determining the metadata about a particular dataset. This process, considered as an indispensable technique during exploratory data analysis, includes the application of different statistics with the main objectiv…
Creative Commons licenses and general conditions for the reuse of public sector information in Spain
In the more traditional conception of the right of access and transparency of public sector entities, obtaining information requires, in advance, the processing of an administrative procedure that ends with the corresponding resolution by which the requested information is granted or denied. However…
