![A polished analysis built on public domain data is a house of cards. It may look impressive—until a single question exposes the weakness of the sources. Defensible, premium evidence provides the solid foundation that withstands scrutiny. [Image: Copilot]](/images/Images/public-domain-v-premium-data600.png "A polished analysis built on public domain data is a house of cards. It may look impressive—until a single question exposes the weakness of the sources. Defensible, premium evidence provides the solid foundation that withstands scrutiny. [Image: Copilot]")
Page 8 of 8
Your sources reveal your competence
Relying on unfiltered public‑domain output leaves professional‑grade insight on the table and weakens the credibility of your work. Bluntly, Google and AI dependency signal low competency in academic and professional research skills that undermine credibility. Learning to distinguish signal from noise—and knowing where high‑quality signal reliably lives—is a core college-level skill that should be mastered by graduate students.
As an MBA, aspire to:
- Research like a competent professional.
- Build a solid research foundation.
- Deliver with solid evidence.
Regards,
Dr. Duncan
###badphd