Find a story
Search Spins
Search titles, summaries, and missing voices across published articles — press releases, announcements, and media coverage.
2 results for “explainable AI”
SPIN Processed News Frame: The Cushion
Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods
A position paper argues that Explainable AI (XAI) research must shift from producing isolated explanation methods to solving foundational problems—like ill-defined objectives, weak evaluation frameworks, and missing human-in-the-loop feedback pipelines—to enable real-world impact.
Spin 65% Claim Present in Source AI Risk Moderate
arXiv Machine Learning
Jul 18, 2026
SPIN Processed News Frame: The Halo
From ML Predictions to Informed Diagnostic Assistance Using the Toulmin Model of Argumentation
Researchers propose a framework that structures AI-generated medical diagnoses using the Toulmin model of argumentation to improve interpretability and human oversight in retinal diagnosis.
Spin 65% Claim Present in Source AI Risk Moderate
arXiv Artificial Intelligence
Jul 14, 2026