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…
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…
Data citation, a practice that favours the re-use of data
We are living in a historic moment in which data is a key asset, on which many small and large decisions of companies, public bodies, social entities and citizens depend every day. It is therefore important to know where each piece of information comes from, to ensure that the issues that affect our…
Towards an Open Government: A Guide to Transforming Public Administrations
The Open Government Guide for Public Employees is a manual to guide the staff of public administrations at all levels (local, regional and state) on the concept and conditions necessary to achieve an "inclusive open government in a digital environment". Specifically, the document seeks for the admin…
The search engine Linknovate and the virtual library Biblioteca Virtual Cervantes, Aporta Awards 2017
The innovative search engine Linknovate and the virtual library Biblioteca Virtual Miguel de Cervantes have been the two winning projects of the first edition of the Aporta Awards 2017. An initiative promoted by the Secretary of State for the Information Society, Red.es and the General Secretariat o…
Is innovation in the provision of services and public procurement an opportunity to boost of open data?
The public procurement reform that has taken place in Europe has incorporated innovation as a new public policy that must be promoted through contractual tools. Although innovation can be understood as a concept that is difficult to pinpoint, the Directive 2014/24 / EU has incorporated a legal defin…
The deadline for submitting innovative projects developed with public data to the Aporta Awards, in the final stretch
On 12 September, the deadline ends for companies and entities that have developed projects with public data to submit their projects in the first Aporta Awards in 2017. These awards are focused on divulging and recognising professionals who have opted for reusing open data and innovation as a drivin…
