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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...
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Auto ML. A different approach to data science
09-02-2021
It has been a long time since that famous article entitled “Data Scientist: The Sexiest Job of the 21st Century” was published in 2012. Since then, the field of data science has become highly professionalised. A multitude of techniques, frameworks and...
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How do I know if my prediction model is really good?
26-01-2021
A few weeks ago, we told you about the different types of machine learning through a series of examples, and we analysed how to choose one or the other based on our objectives and the datasets available to train the algorithm. Now let's assume that we...
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GPT-3. Just another step in natural language processing?
15-10-2020
Can you imagine an AI capable of writing songs, novels, press releases, interviews, essays, technical manuals, programming code, prescribing medication and much more that we don't know yet? Watching GPT-3 in action doesn't seem like we're very far away...