5 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…
Open Data and Sustainable Development Goals
In 2015, the UN adopted the 2030 Agenda for Sustainable Development, an action plan made up of 17 global goals to eradicate poverty, protect the planet and ensure prosperity. This is what is known as the Sustainable Development Goals (SDGs).
In order to measure and evaluate the progress of the SDGs…
New European strategy on open source software 2020-2023
Have you ever stopped to think about how much open source software you use in your day-to-day life without even being aware of it? From most of the apps on your smartphone, to your connected home devices, to the software running in your car. In all of these programs, much of the code is partly based…
