10 research-backed rules for using AI as a collaborator, from Nature and beyond
bibinprasannan · reddit · 2026-08-27
Summarizing high-impact findings across Nature journals, the author argues AI works best as a human collaborator and offers 10 guidelines for responsible use: don't trust sources blindly (hallucination is real); don't outsource your thinking (cognitive debt is real); keep learning—AI-assisted work can be flagged by tools like GPTZero; let the first idea be human, with AI as complement; distrust 100%-accuracy claims and feed the right materials; supervise outputs with domain knowledge; account for training-data bias; keep high-stakes judgment human; disclose AI use rather than conceal it; and keep learning in traditional ways to preserve cognitive capacity.
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