Engineering Trust: A Rigorous Framework for AI-Assisted Research

As AI transitions from simple queries to complex research synthesis, the industry must move past blind trust toward systematic verification frameworks. This shift is critical for researchers to mitigate semantic drift and ensure that AI-driven insights are grounded in verifiable data rather than polished hallucinations.