daveydave

I hope we can reach a point where there's enough research on the negative effects of social media (or more specifically which features of it e.g. scrolling videos) that we can inform people from a young age.

I would guess the training data (conversational as opposed to coding specific solutions) is weighted towards people finding errors in others work, more than people discussing errors in their own. If you knew there was an error in your thinking, you probably wouldn't think that way.

Are you aware of anything similar for vets, or would there be interest in building this?

I've built something along these lines. It utilises OCR to extract text content, indexes it for RAG, uses a separate service to identify/match concepts to reference data in an RDF knowledge graph, and displays the original source documents with the references to KG concepts overlayed.

You may be interested in semantic web technologies as a means of modelling your different data sources and how they relate.

Breaking a problem down into smaller problems, solving those that are immediately obvious or known from experience, for harder or new problems: gathering evidence if available, coming up with a hypothesis, testing this against the available evidence, looking for reasons why the hypothesis must be wrong and abandoning it if reasons are found, iterating on the hypothesis until an adequate one is found (adequate being provably correct, or "sounding sensible" based on solutions to similar problems). My 2c is being ok with uncertainty and being wrong, and an awareness of cognitive biases can be helpful.

The RDF output I would typically serialise as turtle, which I believe there is existing UDL for in notepad++ though I don't use it

I have an application that converts word documents to RDF conformant with the SPAR ontologies (mainly DoCO http://www.sparontologies.net/ontologies/doco), so it contains things like headers, numbering, contains/within relationships explicit in the RDF. I've used it successfully with PDFs by converting to DOCX first. Is this the sort of thing you had in mind? Not here to sell it! I think this is a genuinely interesting unexplored area ..