this post was submitted on 27 Jun 2026
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Thanks chatgpt.
Not gpt, a few open-source LLMs I jerry rigged using pain and suffering (half are Chinese so that doesn't help) then feed pictures of hand written napkin notes I've been writing for a few years now. ๐
My texts draw from many sources and books.
Like my incomplete notes on the American education system which draws heavily from "The smartest kids in the world and how they got that way" by Amanda Ripley, as well as many of my own experiences and ideas from having to live though it. The AI just helps bridge the ideas when I see a common theme or
applicable connection
Such as the connection between capitalism, classism, racial injustice and the American education system, the need to reform it using equity and higher requirements for people to become teachers, ect.
, format from my trash handwriting into something actually usable, and helps (with my strick guidance) format it using specific standards and methods I designate.
It was quite a bitch turning my napkin notes into digital text, but it was much faster to take pictures and process those than typing them 1 by 1. You should actually give it a try, write a whole bunch of unorganized notes on your political and then have AI do the grunt work of putting it together, double check it and tweak it 30 times per line to increase quality, readability, and consistency. Once put together you can use that as a baseline.
As far as LCL goes, it's an idea I've been working on for a long while, just needed some fancypants/markdown formatting.