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Explainable artificial intelligence (XAI): how open data can help understand algorithms
27-02-2025
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...
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The role of open data in the evolution of SLM and LLM: efficiency vs. power
27-12-2024
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,...
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How Artificial Intelligence and Open Data can re-imagine the way we design our cities
18-03-2024
After months of new developments, the pace of advances in artificial intelligence does not seem to be slowing down - quite the contrary. A few weeks ago, when reviewing the latest developments in this field on the occasion of the 2023 deadline,...
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RAG - Retrieval Augmented Generation: The key that unlocks the door to precision language models
24-01-2024
Teaching computers to understand how humans speak and write is a long-standing challenge in the field of artificial intelligence, known as natural language processing (NLP). However, in the last two years or so, we have seen the fall of this old...
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Six AI, technology and data books to ask the Three Wise Men for
02-01-2024
2023 was a year full of new developments in artificial intelligence, algorithms and data-related technologies. Therefore, these Christmas holidays are a good time to take advantage of the arrival of the Three Wise Men and ask them for a book to enjoy...
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How Artificial Intelligence and Open Data can re-imagine our cultural future
19-12-2023
We are currently in the midst of an unprecedented race to master innovations in Artificial Intelligence. Over the past year, the star of the show has been Generative Artificial Intelligence (GenAI), i.e., that which is capable of generating original and...
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Data activism: an increasingly relevant practice in the age of platforms
20-10-2023
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...
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Invisibilisation and algorithmic discrimination
06-10-2023
Digital technology and algorithms have revolutionised the way we live, work and communicate. While promising efficiency, accuracy and convenience, these technologies can exacerbate prejudice and social inequalities exacerbate prejudice and social...
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Open data as a source of knowledge for generative artificial intelligence
15-02-2023
Generative artificial intelligence refers to machine’s ability to generate original and creative content, such as images, text or music, from a set of input data. As far as text generation is concerned, these models have been accessible, in an...
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Dall-E: NLP and AI on images
04-01-2023
For years now we have been announcing that Artificial Intelligence is undergoing one of its most prolific, exciting periods. A time when applications and use cases begin to be seen in which human intelligence merges with artificial intelligence. Some...