Science and Discovery

Scientific Method

2 articles

Editorial illustration for Explainable AI in Science: How Transparency, Interpretability, and Justification Uphold the Scientific Method
Technology & AI

Explainable AI in Science: How Transparency, Interpretability, and Justification Uphold the Scientific Method

Explainable AI (XAI) is essential in scientific research, enabling AI-driven findings to be scrutinized, validated, and defended like any other scientific result. This article maps XAI principles—transparency, interpretability, and justification—onto the scientific method and discusses techniques for achieving them.

Marcus Cole·October 20, 2026
Editorial illustration for How Precision Measurements Test Physics: The Feedback Loop That Confirms or Breaks a Theory
Explainers

How Precision Measurements Test Physics: The Feedback Loop That Confirms or Breaks a Theory

Physics theories are rigorously tested by comparing precise experimental measurements with equally precise theoretical predictions. This crucial feedback loop, where agreement strengthens a theory and disagreement signals a problem, is the engine of fundamental scientific progress.

Marcus Cole·October 16, 2026