AI Metacognition Lab

AI Feedback for Student Agency

• 🔥 Revolutionizing Feedback Video: YouTube video discusses shifting to feedback loops that build student agency...

Shift from summative grading to iterative feedback empowers K-12 student agency:

• Use process feedback over corrective, like diagnostic 'Physical...

• Core risk: AI generates summaries and papers, undermining traditional essays as learning indicators.
• Human safeguard: Prioritize judgment to spot...

Schuylerville K-12 uses AI as a support tool—not replacement—to build critical verification and self-regulated learning.

• Elementary 4th grade:...

Emerging trend in classroom writing: AI as low-workload feedback coach.

• Rubric-aligned prompts let students get specific AI feedback on drafts.
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AI Feedback Literacy Research

• 🔥 Teacher Feedback Literacy Changes: Study explores how teacher feedback literacy changes when Generative AI...

Feedback drives breakthroughs in both AI production and classrooms:

• GenAI integration into feedback changes teacher feedback literacy
• Production...

Trend alert: AI aids immediate performance but fosters cognitive offloading, eroding deep learning when tools vanish—threatening metacognitive...

• AI Primer: Overview of tools, pre-use considerations, and licensed options to guide responsible engagement.
• Research Guide: Strategies for task...

• SchoolAI Extension: Pin in Chromium browsers for instant rubric feedback in Google Docs, webpage-to-interactive Spaces, and Mission Control to...

Multi-angle strategies for K-12 teachers:

• Verbal assessments counter AI-induced illusions, authentically measuring competence and fostering...

AI agents are trending as adaptive tutors promoting reflective self-regulation in students:

• Socratic mirroring: Uses guided questions only, adapts...

Orchie delivers AI-guided reflection tailored for middle school students starting in 6th grade, enabling career exploration that builds...

Key strategies for building AI literacy in MYP:

• Set guardrails for AI use in personal projects and eAssessment prep
• Leverage prompting to support...

AI Feedback Risks for K-12 Learning

• 🔥 Chatbot Praise Reduces Revision Effort: A University of Vienna study found that ChatGPT praise leads...

Student-driven ethics: Switched majors to prioritize AI ethics, governance, and implications over mere creation.

• Prompting for integrity: Careful...

• Repairs loops: AI surfaces learning gaps like mock exams, aiding teacher-student feedback.
• Boosts critical thinking: College students with AI...

• Brookings study warns: Heavy AI reliance risks critical thinking and problem-solving skills, as risks may outweigh benefits.
• San Diego example:...

• Task breakdown for self-regulation: TaskBuddy converts assignments to checklists; MeraTutor generates customizable workbooks.
• Error analysis &...

AI tools boost short-term scores but breed metacognitive laziness, eroding self-regulated learning and knowledge gains.

• Expose AI flaws: Fact-check...