The Philosophy

Built in Public. Tested by Educators. Refined by Students.

Labs is where we publish learning tools before they're fully polished. You get early access to AI scaffolds, thinking frameworks, and interactive experiments โ€” and you help us make them better by using them.

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Available Now

Current Labs

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Stable

Socratic Prompt Builder

Input any topic or question. Get back a sequence of Socratic prompts โ€” layered, probing, designed to deepen thinking rather than deliver information. Export as PDF or copy directly into your AI tutor.

Parents Educators All Ages
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Stable

Thinking Routine Scaffolds

Printable thinking scaffolds based on Harvard's Visible Thinking project โ€” adapted for AI-augmented learning. "Claim-Support-Question", "Circle of Viewpoints", "What Makes You Say That?" and more.

Educators Free Download
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Beta

AI Metacognition Journal

An interactive journal that prompts students to reflect on their learning process after each AI tutoring session. Structured self-assessment that builds the habit of metacognition. Prototype โ€” actively refining based on student feedback.

Students Beta Free
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Experiment

AI vs. Student Comparison

See how AI approaches a problem vs. how a student did โ€” side by side. Not to judge the student, but to understand where AI reasoning differs from human reasoning and what that teaches us about both.

Parents Educators Exploratory
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Stable ยท NY

NY IHIP Generator

Describe your homeschool situation โ€” children, grades, subjects, goals. Get back a draft IHIP structured for NY compliance. Review, edit, and submit. This tool has saved families hours of paperwork. Featured on the homeschool tracks page.

NY Families Compliance Free
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Stable

Prompt Library Explorer

Browse 200+ educator-tested AI prompts organized by subject, age level, and learning goal. Filter, preview, and copy prompts. Contribute your own prompts to the community library.

All Users Open Source

On the Roadmap

Coming to Labs

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Socratic AI Debate Arena
Students argue positions with AI as sparring partner โ€” structured debate format with AI generating counterarguments
Q3 2026
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Learning Analytics Dashboard
Track student progress across mastery checkpoints, AI session history, and metacognitive growth over time
Q4 2026
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Collaborative AI Research Project
Multi-student AI-assisted research projects with version control, citation tracking, and peer review built in
2027

Help us build better tools.

Use a Lab. Send feedback. Request features. Labs improve fastest when real learners use them.