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I built a "Socratic" AI to stop my daughter from copy-pasting homework

Details

External ID
47036610
Source
HN
Company
—
Product
I built a "Socratic" AI to stop my daughter from copy-pasting homework
Website domain
thinkqurio.com
Launched
Feb. 16, 2026
Cohort
—
Upvotes
35
Upvotes percentile
0.7634770889487871
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

Hey HN,I’m a dev and a dad to a 10-year-old. I built this because I caught my daughter using ChatGPT to do her history homework. She wasn't learning; she was just acting as a "middleware" between the AI and the paper.The Backstory: I realized the problem isn't the AI—it's the zero-friction answers. Most "AI for kids" apps are just "parrots"—they mimic intelligence by repeating patterns.What’s Different: Qurio is a "Bicycle" for the mind. It treats the child like a future "Architect" rather than a "Junior Executor." Technically, it wraps an LLM in a strict "Socratic Loop." It detects intent to "cheat," refuses the direct answer, and generates a leading question based on the user's current logic level. It forces "Healthy Friction" back into the learning process.The stack: Next.js 14, Supabase (Auth/DB), Vercel AI SDK.Mods: I've added the backstory and differentiator as requested. Ready for the re-up! Thank you.

Enrichment

Theme
ai-powered learning and skills training
Vertical
Education
Function
Agent / copilot
Audience
B2C
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
socratic ai tutor to prevent homework copying
Manually corrected
False

Could you build this?

Yes The product is an educational chat wrapper built around standard LLM APIs using prompt engineering to enforce Socratic dialogue, along with basic session storage and parental controls.

Discussion

20 comments analyzed.

Competitors mentioned: Meta Thinking systems, Traditional tutoring approaches

Concerns raised: Privacy risks with collecting mobile numbers and real names from children, Chat logs stored with unclear encryption standards, Terms of use penalize children for misrepresenting identity while product encourages breaking interface rails, High friction onboarding (60% signup-to-profile completion drop-off), Product gives direct answers when pushed repeatedly, defeating Socratic method

Feature requests: RSS feed or newsletter for product updates, Remove mobile number requirement from signup, Strengthen answer-revealing logic to prevent short-circuiting, Add LLM assessment of user engagement and frustration levels, Integrate Google Auth for seamless login

Competitors

Other products that read as similar to this one — 92 launches clear the similarity bar, closest 8 shown.

Attention rank: #12 of 93 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 109 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a agent / copilot tool for Agriculture yet.