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Visual Learning with LLMs

Visual Learning with LLMs

by aab99·May 10, 2026·1 point·0 comments
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AI Analysis

●MidEye CandyShip It

Visually impressive, but the agent still needs manual intervention to generate good visuals.

Strengths
  • •Generates full interactive spaces including games, not just text.
  • •Pre-built demos like ATC communications show clear potential use cases.
  • •Clean, inviting UI that makes complex topics feel approachable.
Weaknesses
  • •Author admits the agent requires human feedback to polish visuals reliably.
  • •Unclear how this differs from existing interactive course builders beyond the AI generation.
Category
Education
Target Audience

Students, self-learners, educators

Similar To

Khanmigo · Duolingo Max · Brilliant.org

Post Description

Hi HN, sharing a learning tool I built which pairs an LLM generated learning space with interactive visuals and small games. The part which I am still working on is getting an agent to reliably generate good visuals without intervention.

Here are three demos you can explore without logging in:

Math refresher for robotics https://forray.io/space/61e71354-049d-405a-9ef9-b5b64826630a

History of the Roman Empire https://forray.io/space/e2b2971c-fb19-4239-b8fe-00b16b5b13c6

ATC communications https://forray.io/space/2d2d7386-6080-4ef3-85a1-3d5b95a3f92c

These were generated by the same agent that runs in the app, but I intervened with feedback on the visuals via the chat feature, so they are a bit more polished. If you want to signup and try it out the code is HN-BETA, which gets you 2 free spaces

Happy to hear any feedback or thoughts.

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