Le CEA est un acteur majeur de la recherche, au service des citoyens, de l'économie et de l'Etat.
Il apporte des solutions concrètes à leurs besoins dans quatre domaines principaux : transition énergétique, transition numérique, technologies pour la médecine du futur, défense et sécurité sur un socle de recherche fondamentale. Le CEA s'engage depuis plus de 75 ans au service de la souveraineté scientifique, technologique et industrielle de la France et de l'Europe pour un présent et un avenir mieux maîtrisés et plus sûrs.
Implanté au coeur des territoires équipés de très grandes infrastructures de recherche, le CEA dispose d'un large éventail de partenaires académiques et industriels en France, en Europe et à l'international.
Les 20 000 collaboratrices et collaborateurs du CEA partagent trois valeurs fondamentales :
- La conscience des responsabilités
- La coopération
- La curiosité
The latest advances on AI and LLMs mean a next stage on technological advancements. These technologies in turn, lead to new services, products and interactions, which are currently taking shape and impacting businesses, industries and people on daily basis, and at an increasing pace. Yet, in part due to the fast advancement, in part due to the extraordinary tasks accomplished by thesetechnologies, the real capabilities and limits of LLMs along with their integration with already existing approaches is still beingunveiled.
This position is aimed at exploring and experimenting on hybrid technologies where the interaction of LLMs and Symbolic AI (Hybrid)is studied. Specifically, the work will BE framed by 2 use cases :
- LLMs + Planning, using PDDL and variations.
- LLMs + Knowledge Representation, mainly represented by ontologies.
In both cases we study how the characteristics of symbolic AI (provability, unambiguity, tracebility, reuse) can BE leveraged via the interaction with LLMS, and vice-versa.
Students in the 2nd year of Master studies (M2 - France)
Programming skills. Expected to use : Python & Java. Web technologies knowledge is a plus.
Basic understanding of Docker, Containers, GIT and command line commands.
LLMs basics knowledge.
Students in the 2nd year of Master studies (M2 - France)
Programming skills. Expected to use : Python & Java. Web technologies knowledge is a plus.
Basic understanding of Docker, Containers, GIT and command line commands.
LLMs basics knowledge.