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[Article 1/2] From language models to world models
25 March 2026
[Article 1/2] From language models to world models
Building on language models, researchers and entrepreneurs have begun designing and developing …
[Article 2/2] Data-hungry World Models: not without risks
25 March 2026
[Article 2/2] Data-hungry World Models: not without risks
Data-hungry world models are not without risk. According to the designers of world models,…
Are there humans in world models?
25 March 2026
Are there humans in world models?
As an extension of language models, researchers and entrepreneurs are developing “world models”…
Explainable AI techniques [2/3]
08 July 2025
Explainable AI techniques [2/3]
In response to the opacity of deep learning, this article presents the main methods in the field of…
Why take an interest in the sociology of xAI science? [3/3]
08 July 2025
Why take an interest in the sociology of xAI science? [3/3]
This article seeks to understand why the field of explainable AI (xAI), despite its importance and…
Explaining AI systems, a problem renewed by the success of deep learning algorithms [1/3]
08 July 2025
Explaining AI systems, a problem renewed by the success of deep learning algorithms [1/3]
As artificial intelligence systems become increasingly prevalent, the need to explain their…
The explainability of AI in the era of deep learning
08 July 2025
The explainability of AI in the era of deep learning
Open source AI project - Genealogy of models and database on the Hugging Face platform
30 June 2025
Open source AI project - Genealogy of models and database on the Hugging Face platform
The artificial intelligence ecosystem is strongly structured around open source resources :…
Foray into the security toolbox of large language models (2/2): security on the fly
22 October 2024
Foray into the security toolbox of large language models (2/2): security on the fly
We are continuing the foray into the LLM security tool box with an overview of techniques aimed at…
Foray into the security toolbox of large language models (1/2): targeted risks and security by design
22 October 2024
Foray into the security toolbox of large language models (1/2): targeted risks and security by design
At a time when conversational agents are multiplying, the security of personal data processed via…
[2/3] Believing or doubting: the issue of confidence bias in decision-making
17 October 2024
[2/3] Believing or doubting: the issue of confidence bias in decision-making
As decision-support systems become increasingly widespread, their use in critical decision-making…
[3/3] Predicting without explaining, or when algorithmic opacity muddies the waters
16 October 2024
[3/3] Predicting without explaining, or when algorithmic opacity muddies the waters
As decision-support systems become more widespread, their use in critical decision-making contexts…
[1/3] Human supervision, hybrid decisions: what are the challenges ?
16 October 2024
[1/3] Human supervision, hybrid decisions: what are the challenges ?
As decision-support systems become more widespread, their use in critical decision-making contexts…
A new project on explainable artificial intelligence
31 July 2024
A new project on explainable artificial intelligence
Artificial intelligence systems, and algorithms in general, are sometimes opaque, and their results…
CNIL public consultation on how-to sheets on the development of AI systems
03 July 2024
CNIL public consultation on how-to sheets on the development of AI systems
Following the discussions we had with researchers during and after the Privacy Research Day, we…
Digital watermark: a salutary transparency measure? [2/2]
27 October 2023
Digital watermark: a salutary transparency measure? [2/2]
A well-known technique in copyright protection, digital watermarking has been put forward as a…
Overview and out perspective for artificial content detection solutions [1/2]
27 October 2023
Overview and out perspective for artificial content detection solutions [1/2]
Recent excitement surrounding generative artificial intelligence systems has been accompanied by…
Understand machine unlearning: anatomy of a goldfish
26 May 2023
Understand machine unlearning: anatomy of a goldfish
While the risks posed by AI models on training data are still being studied, and it seems difficult…
[Generative AI dossier] - From training to practice : generative AI and its uses
26 April 2023
[Generative AI dossier] - From training to practice : generative AI and its uses
As we have seen in previous articles, generative AI raises questions and issues about the…
Caitch me if you can
26 April 2023
Caitch me if you can
From writing instructions on how to make a homemade bomb to refusing to provide a list of « …
[Generative AI dossier] - What regulations should govern the design of generative AI ?
26 April 2023
[Generative AI dossier] - What regulations should govern the design of generative AI ?
The spectacular popularity of ChatGPT interface has sparked a series of legal debates, to the point…
Is there a (co-)pilot in the plane ?
26 April 2023
Is there a (co-)pilot in the plane ?
Can ChatGPT be used as an assistant in our daily work ? What are its limitations when it comes to…
[Generative AI dossier] - ChatGPT : a well-trained smooth talker
26 April 2023
[Generative AI dossier] - ChatGPT : a well-trained smooth talker
ChatGPT, Bard and Ernie - AI-powered chatbots are all over the news, praising their prowess and…
[Exploration] - The laibours of Hercules : putting AI systems to the test
26 April 2023
[Exploration] - The laibours of Hercules : putting AI systems to the test
In this final part of the series dedicated to generative AI, the LINC presents three experiments…
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