Hybrid Reasoning with Llms
il y a 11 heures
Position description
**Category**:
- Information system
**Contract**:
- Internship
**Job title**:
- Hybrid Reasoning with LLMs H/F
**Subject**:
- This position is aimed at exploring and experimenting on hybrid technologies where the interaction of LLMs and Symbolic AI (Hybrid)is studied.
**Contract duration (months)**:
- 6
**Job description**:
- 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.
**Applicant Profile**:
- 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.
Position location
**Site**:
- Other
**Job location**:
- France, Ile-de-France, Essonne (91)
**Location**:
- Palaiseau
**Languages**:
- English (Fluent)
Requester
**Position start date**:
- 01/02/2025
General information
**Organisation**:
The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas:
- defence and security,
- nuclear energy (fission and fusion),
- technological research for industry,
- fundamental research in the physical sciences and life sciences.
Drawing on its widely acknowledged expertise, and thanks to its 16000 technicians, engineers, researchers and staff, the CEA actively participates in collaborative projects with a large number of academic and industrial partners.
The CEA is established in ten centers spread throughout France
**Reference**:2025-34986
**Description de l'unité**:
- The List Institute at CEA Tech (CEA's technological research division), dedicates its activities to driving innovation in intelligent digital systems. The specialized R&D programs aim to carry out technological developments of excellence in critical industry sectors and by partnering with key industry and academic actors.
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