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jonrouach

i wonder if you could implement "authenticated token authorship" and self-verified running with this. the model verifies an input as signed by an authorized requester, and signs its own outputs. eventually it also authenticates its own running via e.g. snarks? :) there's lots of meta available with these toys..
Re:1.5 TB of VRAM on Mac Studio – RDMA over Thunderbolt 5 on Thursday December 18, 2025 @10:34PM (#46322025)
or better, like you mentioned, try to convince Exo to develop in the open, so everyone gets any capability as PRs.
Re:We're open-sourcing the successor of Jupyter notebook on Tuesday November 04, 2025 @03:27PM (#45815523)
yes!

this announcement had such strong gpt-output vibe..

to the "writers": pleeease don't present unedited slop to me. i'm a human, if you want my attention consider using your own voice. i don't want to read what gpt thought would "market" you best.

but this thread did remind me of marimo so that's sweet

Re:OpenAI Vulnerability: 48 Days, No Response on Tuesday July 15, 2025 @08:46PM (#44577548)
i had the exact same behavior back in 2023, it seemed like clearly leakage of user conversations - but it was just a bug with api calls in the software i was using.

https://snipboard.io/FXOkdK.jpg

Re:OpenAI Vulnerability: 48 Days, No Response on Tuesday July 15, 2025 @08:07PM (#44577284)
you're sure it's not their "feature" that calling the api with empty string returns random hallucinations?

https://jarbon.medium.com/gpt-prompt-bug-94322a96c574

is that a method to save context tokens by "baking" the attended in-context-learned into the weights? Im missing one step of so-what in the paper abstract..
Love this!

I've been iterating on a similar project, Talk-to-Repo.

It uses retrieval-augmented-generation to access the relevant parts of the code, and lets you chat and collect which code pieces you want.

Got stuck at generating good diffs, I'll be sure to look at how you've done it!

btw i started my project by turning another project, "Twitter explainer", on itself. It loaded its own code, i asked it to add new features and copy-pasted the results (with some tweaking and occasional trips to phind.com )... :)

https://github.com/Arjeo-Inc/talk-to-repo original project by Mark Tennenholtz: https://twitter.com/marktenenholtz/status/165156810719298355...