The Architectural Imperative: Reclaiming Truth in an AI-Native World of Synthetic Data and Hallucinations
Generative AI's emergence as a producer of synthetic data and hallucinations fundamentally redefines data integrity, compelling an urgent epistemological re-architecture to discern and manage truthfulness. This systemic shift is critical to avert self-reinforcing feedback loops, engineered dependence, and the perils of algorithmic monoculture.