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XAI [1 record]

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Alphabetical list of terms

Record 1 2025-02-25

English

Subject field(s)
  • Artificial Intelligence
CONT

Explainable AI (XAI) stands at the forefront of a transformative movement, aiming to shed light on the opaque decision-making processes of AI systems. This practice responds to the challenges posed by the "black box" nature of many AI models, where the reasoning behind decisions remains concealed. [The] primary goal of explainable AI involves making AI systems' decisions transparent, interpretable, and understandable to humans.

OBS

explainable AI; XAI; explainable artificial intelligence; interpretable AI; interpretable artificial intelligence: Although these designations are often used interchangeably, some authors make a distinction between explainable AI and interpretable AI.

Key term(s)
  • IAGENAI25
  • 10369007

French

Domaine(s)
  • Intelligence artificielle
CONT

L'intelligence artificielle explicable [...] est un ensemble de méthodes et de processus permettant aux utilisateurs de comprendre les hypothèses, le principe de fonctionnement, les résultats et les conclusions générés par les algorithmes d'apprentissage automatique. [...] L'IA explicable est capable de décrire le modèle d'IA utilisé, l'impact attendu ainsi que ses biais potentiels. Elle aide à caractériser l'exactitude, la transparence, l'équité, l'éthique et les résultats des modèles dans la prise de décision assistée par l'IA.

OBS

IA explicable; intelligence artificielle explicable; IA interprétable; intelligence artificielle interprétable : Bien que ces désignations soient souvent utilisées de manière interchangeable, certains auteurs établissent une distinction entre l'IA explicable et l'IA interprétable.

Spanish

Campo(s) temático(s)
  • Inteligencia artificial
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