#explainability

Explainability

2 stories tagged Explainability

researchJun 16, 2026

What Makes an AI Explanation 'Good'? Researchers Propose a New Framework

Researchers have proposed a new way to define good AI explanations, focusing on counterfactuals and user beliefs. This could help AI systems explain their decisions more clearly to everyday users.

via ArXiv cs.AI#ai #explainability #research

researchJun 16, 2026

New AI Research Improves How Models Explain Their Reasoning

Researchers found that AI models often sound too confident in answers that aren't fully justified. They developed a new method to better align confidence with the quality of explanations. This could make AI assistants more reliable when giving complex answers.

via ArXiv cs.CL#research #chain-of-thought #explainability