🌐 Entity

Explainable artificial intelligence

AI whose outputs can be understood by humans

📊 Rating

5 news mentions · 👍 0 likes · 👎 0 dislikes

📌 Topics

Artificial Intelligence (5)
Machine Learning (2)
Computer Science (1)
Data Science (1)
Technology Research (1)
Healthcare (1)
Technology (1)
Physics (1)
Explainability (1)
Technology Trends (1)

🏷️ Keywords

Explainable AI (4) · arXiv (4) · XAI (2) · Machine Learning (2) · Random Forest (1) · Circuit Representation (1) · Classifier (1) · Machine Learning Interpretability (1) · SAIG methods (1) · Ground-truth (1) · Synthetic Data (1) · AI Evaluation (1) · XAI-CLIP (1) · Medical Imaging (1) · Image Segmentation (1) · Deep Learning (1) · Vision-Language Models (1) · Diagnostics (1) · video world models (1) · intuitive physics (1)

📖 Key Information

Within artificial intelligence (AI), explainable AI (XAI), generally overlapping with interpretable AI or explainable machine learning (XML), is a field of research that explores methods that provide humans with the ability of intellectual oversight over AI algorithms. The main focus is on the reasoning behind the decisions or predictions made by the AI algorithms, to make them more understandable and transparent. This addresses users' requirement to assess safety and scrutinize the automated decision making in applications.

📰 Related News (5)

🇺🇸 Circuit Representations of Random Forests with Applications to XAI (2026-02-10)
arXiv:2602.08362v1 Announce Type: new Abstract: We make three contributions in this paper. First, we present an approach for compiling a random fores...
🇺🇸 Exploring SAIG Methods for an Objective Evaluation of XAI (2026-02-10)
arXiv:2602.08715v1 Announce Type: new Abstract: The evaluation of eXplainable Artificial Intelligence (XAI) methods is a rapidly growing field, chara...
🇺🇸 XAI-CLIP: ROI-Guided Perturbation Framework for Explainable Medical Image Segmentation in Multimodal Vision-Language Models (2026-02-10)
arXiv:2602.07017v1 Announce Type: cross Abstract: Medical image segmentation is a critical component of clinical workflows, enabling accurate diagnos...
🇺🇸 Interpreting Physics in Video World Models (2026-02-10)
arXiv:2602.07050v1 Announce Type: cross Abstract: A long-standing question in physical reasoning is whether video-based models need to rely on factor...
🇺🇸 From Features to Actions: Explainability in Traditional and Agentic AI Systems (2026-02-09)
arXiv:2602.06841v1 Announce Type: new Abstract: Over the last decade, explainable AI has primarily focused on interpreting individual model predictio...

🔗 Entity Intersection Graph

People and organizations frequently mentioned alongside Explainable artificial intelligence:

🌐 Xai (2 shared articles)
🌐 Machine learning (2 shared articles)
🌐 Random forest (1 shared articles)
🌐 Classifier (1 shared articles)
🌐 Deep learning (1 shared articles)
🌐 Diagnosis (1 shared articles)
🌐 Medical imaging (1 shared articles)
🌐 Large language model (1 shared articles)
🌐 AI agent (1 shared articles)

Точка Синхронізації