So I’ve been working on an implementation of GPT-4-Turbo that’s designed to ingress entire papers into its context window and process them into summaries that would be understandable by someone with a highschool education (originally went for 8th grade max, but that led to rather patronizing results lol). The machine tells me what the content should be for a given paper and I make it using a few tools like Premier Pro and Photoshop. I’ve never made videos like this before though, so it’s a bit rough.
I was hoping to use this tool to expand access to scientific papers by the general public. Those papers are hella dense and def need some translation.
I’ve attached my first full attempt at using my tool. It’s kinda rough, but I’d love to get some feedback on how to make it better (especially as it pertains to the script).
Do you have a transcript, so I don’t have to watch a video to look for errors?
As an author on a few papers, I think this is not a place where LLMs will really shine. They may be fine to use by a subject matter expert for a first pass, but would likely produce inaccurate statements. Scientific papers have very specific and niche language, with lots of numbers attached. LLMs are not trained to handle this kind of a situation well.
