Academics struggle to disclose AI tool usage to collaborators without damaging professional relationships

Researchers and academics face anxiety about how to transparently communicate their use of AI tools (like ChatGPT) in collaborative work, fearing judgment, skepticism about research integrity, or rejection from potential collaborators who may view AI assistance negatively. Current solutions lack clear professional norms and communication frameworks, leaving academics uncertain about disclosure timing, framing, and potential consequences.