Heather Schwartz

Heather Schwartz is the RAND researcher interviewed by Stephanie Hughes in What do students lose when they rely on AI for homework? about students using AI for homework. Her contribution to the wiki is the sequencing rule around First Draft Thinking: AI may help after the student has tried to synthesize, solve, or draft, but it can weaken learning when it performs that first cognitive step for the student.

Schwartz frames student concern about critical thinking as an early warning rather than settled proof. She argues that classroom AI-free time, teacher-led instruction, and supervised independent practice may be needed because parents cannot easily create AI-free environments when AI is already embedded in everyday internet tools.

Key Claims

• AI can provide clear explanations without producing the same learning effect as a student’s own struggle.
• Students need protected time for interpretation, analysis, first drafts, and initial problem solving.
• AI should be scaffolded into learning after the first attempt, not used as a default answer machine.
• Preserving critical thinking matters for student agency and future workforce readiness.

Connections

• RAND - her research organization in the episode.
• Marketplace Tech and Stephanie Hughes - show and interviewer.
• First Draft Thinking, AI Shortcut Risk, AI As Tutor, and Self-Directed Learning - concepts she helps sharpen.
• Human Judgment Under AI and AI Use Pacing - broader boundaries around when to accept, delay, or reject AI help.