8 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…
PET technologies: how to use protected data in a privacy-sensitive way
As organisations seek to harness the potential of data to make decisions, innovate and improve their services, a fundamental challenge arises: how can data collection and use be balanced with respect for privacy? PET technologies attempt to address this challenge. In this post, we will explore what…
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…
How AI is transforming employment
Artificial intelligence (AI) has revolutionised various aspects of society and our environment. With ever faster technological advances, AI is transforming the way daily tasks are performed in different sectors of the economy.
As such, employment is one of the sectors where it is having…
The protection of personal data in the draft Data Governance Regulation (Data Governance Act)
Since the initial publication of the draft European Regulation on Data Governance, several steps have been taken during the procedure established for its approval, among which some reports of singular relevance stand out. With regard to the impact of the proposal on the right to the protection of pe…
The OCDE principles on Artificial Intelligence
Virtual assistants, purchase prediction algorithms or fraud detection systems. We all interact every day with Artificial Intelligence technologies.
Although there is still a lot of development ahead, the current Artificial Intelligence impact in our lives cannot be denied. When we talk about Artific…
Personal open data but under control
Open data has great potential to improve transparency and accountability or to enhance public services and the creation of new services, but at the same time they also show a less friendly face by increasing our vulnerability and exposing information increasingly more detailed that is not always use…
