Why Synthetic Science Threatens Epistemic Integrity, and What Ethical Analysis Reveals

The rise of AI-generated synthetic data presents a growing challenge to scientific integrity. This analysis applies the Holcombe Ethics Framework Suite to examine how institutional incentives, governance failures, and declining evidentiary transparency threaten the epistemic foundations of modern science.