Interesting idea using cognitive science to guide LLM behavior in education makes a lot of sense. I like the Neuro Edu framing, but I’m curious how this actually performs in real classrooms vs controlled setups. Have you tested it with students or teachers yet?
BulkPicTools
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Genglin
•
@[BlackSpecter] Honest question: when you say 'cognitive science to guide LLM behavior,' are you working from specific frameworks (CLT, dual coding, retrieval practice) or is it more of a design philosophy?
Asking because the gap between 'inspired by cognitive science' and 'actually validated against cognitive load measures' is where most edtech products quietly fall apart. Real classroom data would be the differentiator here.
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Hi, I'm an independent developer passionate about web performance and privacy.
I built BulkPicTools ... Show moreHi, I'm an independent developer passionate about web performance and privacy.
I built BulkPicTools because I was frustrated with existing online tools that required uploading personal photos to random servers just to compress or resize them. I believe you shouldn't have to trade privacy for convenience.
That's why I created a suite of browser-based image tools (Resizer, Compressor, Converter) that run locally on your device using WebAssembly. Your files never leave your computer.
I'm currently focused on helping online sellers and creators optimize their workflow with bulk processing tools. Feel free to connect! Show less
I built BulkPicTools ... Show moreHi, I'm an independent developer passionate about web performance and privacy.
I built BulkPicTools because I was frustrated with existing online tools that required uploading personal photos to random servers just to compress or resize them. I believe you shouldn't have to trade privacy for convenience.
That's why I created a suite of browser-based image tools (Resizer, Compressor, Converter) that run locally on your device using WebAssembly. Your files never leave your computer.
I'm currently focused on helping online sellers and creators optimize their workflow with bulk processing tools. Feel free to connect! Show less
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