Author:   L. Kareem Affiliation:  Independent Researcher Abstract The question of source reliability has become more urgent in economic research. Students, early-career researchers, journalists, and policy writers now work in an information environment shaped by digital abundance, platform competition, institutional branding, and generative artificial intelligence. The problem is no longer simple scarcity of information. It is the opposite: an overproduction of data, reports,