Adaptive PDFs

This looks really interesting. Optimizing for humans vs. agents feels like the new wave of Desktop vs. Mobile (where mobile won) - agents are going to win even faster.

Where is the repo? It's mentioned but I can't find it.

I would suggest changing the title to the actual title of the article: Adaptive PDFs.

Assuming the program works, the PDF will not actually look different to me than to anyone else looking at it, so there is nothing that "changes based on who is reading". It is just that text extraction, a wholly different (and much fuzzier) process than viewing the PDF, and something that the same person can do, will now return structured (Markdown) text. (One might say the PDF changes based on how you are reading it.) A great idea, IMHO.

Just because everything is a potential threat vector now: doesn't this also mean you could easily put AI specific malicious instructions into the PDF that the regular human would never notice?

Like the "white text between the lines that only appears when copy-pasted"-hack that some professors have been doing in their exercises to their students to include pink elephants in the output and stuff. But worse. Just thinking of a electricity bill pdf you provide as proof of address to some company that uses an LLM to extraxt that address and pre-process that doc. But instead we can command it to do something else that a regular human wouldn't even ever notice...

Just a thought

Shouldn’t it be possible since forever to put machine readable source information into PDF metadata. It’s more a problem of the tools and programs generating the PDFs.

We spend millions turning structured information into PDFs and billions to extract the same data from a printer rendering language

Exactly. But we have no real coordination or uniform application in how we're creating PDFs across all these programs so we always end up with a fun mix of what will and wont be static, scalable, searchable