A study of over 1,100 communication scholars across 77 countries reveals that nearly 70% use generative AI in research despite widespread concerns about its appropriateness, creating a "transparency paradox" where researchers fear disclosing AI use will damage credibility. The lack of institutional guidelines has led to "AI shame" and calls for a disclosure-positive culture with clear ethical standards.