Generate erroneous reasoning to enhance explainable AI H/F

il y a 23 heures

Saclay, Île-de-France CEA Temps plein

Located in Saclay, in the southern Île-de-France region, CEA LIST is a scientific and technological research center dedicated to the development of software, embedded systems, and sensors for applications in defense, security, energy, nuclear, environment, and healthcare.

CEA LIST has more than 700 researchers focusing on intelligent digital systems, with core areas including artificial intelligence, the factory of the future, innovative instrumentation, cyber-physical systems, and digital health.

Within the institute, the laboratories of the Digital Instrumentation Department work on developing and transferring cutting-edge AI technologies to industry. The technical scope of our engineers and researchers covers signal analysis (i.e., time series as well as spectra) produced by equipment developed internally by CEA teams or by external companies.

The exploitation of these data relies on a broad range of machine learning methods, including both numerical AI (deep neural networks, random forests, SVMs) and symbolic AI (knowledge-based systems).

You will join a team of five permanent researchers working on the ExpressIF platform, a fully in-house developed symbolic artificial intelligence system designed to be interpretable. The goal is not to build a "black box" AI—whose reasoning process cannot be understood by humans—that simply provides decisions to an operator, but rather an AI that can be understood: experts can therefore extract insights for their own research, correct knowledge if it has been misled by data, or simply enrich it when certain elements are missing.

*Profil du candidat*
We are looking for a second-year Master's student or third-year engineering school student specializing inComputer Science and/or Mathematics, with the following profile :

  • A strong interest in artificial intelligence topics, particularly fuzzy logic ;
  • A strong interest in scientific and technological research ;
  • A genuine interest in cognitive sciences ;
  • Solid object-oriented programming skills, ideally in C# ;
  • Strong English skills.

*Localisation du poste
Site*
Saclay

*Localisation du poste*
France, Ile-de-France, Essonne (91)

Ville
Gif-sur-Yvette

*Critères candidat
Langues*

  • Anglais (Courant)
  • Français (Intermédiaire)

Diplôme préparé
Bac+5 - Master 2

Possibilité de poursuite en thèse
Oui

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