AI Tutoring with Visual Grounding
Details
- External ID
- 49204343
- Source
- HN
- Company
- —
- Product
- AI Tutoring with Visual Grounding
- Website domain
- useknowable.ai
- Launched
- Aug. 7, 2026
- Cohort
- —
- Upvotes
- 8
- Upvotes percentile
- 0.4731182795698925
- Tags
- —
- Fetched at
- Sept. 10, 2026, 5:32 a.m.
- Updated at
- Sept. 10, 2026, 5:32 a.m.
Description
I've always felt that AI tutoring as we see it now is going in the wrong direction. I made Knowable as a way to see if it's possible to have a real AI tutor.Because of hardware limitations it can only be used on Macbooks 2023+.Let me know your thoughts!
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
- ai tutoring with visual grounding
- Manually corrected
- False
Could you build this?
Partial The user interface and LLM prompting are straightforward, but real-time video stream processing with visual grounding (Desk View handwriting OCR, math parsing, and low-latency tutoring) requires specialized vision pipelines.
What it would actually take: Architecture requires a native Swift/macOS client capturing Apple Desk View video feeds, streaming frames or crops to a vision-language model pipeline (e.g., Vision Pro/GPT-4o or a fine-tuned multimodal model on Apple Silicon via CoreML). The hard parts are low-latency stroke/handwriting recognition, mathematical OCR extraction, and preventing conversational AI hallucinations during multi-step math derivations while keeping latency under 1-2 seconds.
Discussion
8 comments analyzed.
Competitors mentioned: ChatGPT (voice mode)
Concerns raised: Requires special camera only on MacBooks, Doesn't work on Mac Studio, Not available on Linux, Difficult for users to understand initially
Feature requests: Voice mode on Safari, Interactive voice conversation while practicing in notebook, Support for iPhone via continuity camera, Cross-platform support (Linux, non-MacBook systems)
Competitors
Other products that read as similar to this one — 57 launches clear the similarity bar, closest 8 shown.
Attention rank: #29 of 58 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 185 days after the earliest competitor.
- TutorMate AI · ph · 2026-09-06 · 1 upvotes · similarity 0.45
- TutorLM · ph · 2026-09-18 · 2 upvotes · similarity 0.44
- Visually Precise AI Tutoring on iOS · hn · 2026-08-15 · 10 upvotes · similarity 0.44
- Math Anon · ph · 2026-09-17 · 1 upvotes · similarity 0.42
- Hope, 1-on-1 AI Tutor for kids Grades 2-10 learning math · hn · 2026-08-06 · 12 upvotes · similarity 0.42
- Study AI · ph · 2026-09-16 · 2 upvotes · similarity 0.41
- Mentor OS · ph · 2026-09-09 · 1 upvotes · similarity 0.41
- Junior Robo AI Tutor · ph · 2026-09-13 · 1 upvotes · similarity 0.41
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.