Critical Inker scaffolds critical reflection during AI-assisted writing via Socratic questioning and visual logical-error feedback, reporting 91.2% argument overlap with ground truth and 87% validity accuracy in a pilot evaluation.
Writing is thinking.Nature Reviews Bioengineering3, 6 (2025), 431–431
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Critical Inker: Scaffolding Critical Thinking in AI-Assisted Writing Through Socratic Questioning
Critical Inker scaffolds critical reflection during AI-assisted writing via Socratic questioning and visual logical-error feedback, reporting 91.2% argument overlap with ground truth and 87% validity accuracy in a pilot evaluation.