<aside> <img src="/icons/thought-dialogue_red.svg" alt="/icons/thought-dialogue_red.svg" width="40px" /> Here are some ideas for an AI hackathon from Dominik Lukeš. Feel free to use any of them, if you have any questions email [email protected]

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Suggestions

Building with AI opportunities

• Cognitive scaffolding
  • Concept mapper
  • Paper skimmer
• Semantic accessibility
  • Table talker
  • Semantic screen reader
• Mental model development
  • RAG interface presenter
  • Chat analyser

Cognitive scaffolding

Why cognitive scaffolding

• LLMs translate unstructured text to structured efficiently.
• Many human minds struggle to do the same.
• Chat is not an efficient interface for this.

Project idea: Concept mapper

• Concept maps are graphical representations of propositions vs mind maps that represent hierarchies.
• There are 100s of AI mind mappers but no concept mappers.
• LLMs are good at extracting propositions from text; this is easy and there is research to show concept maps work.

Concept mapper example

Semantic accessibility

Why semantic accessibility

• People are bad at semantic mark up, LLMs are good.