Depend less, think more: How AI knowledge empowers doctoral students’ innovation behavior

Innovation behavior improves with greater AI knowledge, suggesting cognitive shifts for doctoral students.
AI knowledge's role proved significant with enhanced innovation across diverse projects and ideas.
Observational analysis of doctoral students' interactions revealed increased innovative capabilities due to AI.
Implications suggest potential strategies for fostering innovation through enhanced AI training programs.

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