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This is absolutely comical -- "Role tags were a formatting trick that became the security architecture and the cognitive scaffolding of modern LLMs": "We call the attack CoT Forgery: injecting fake reasoning into a user message or tool output. We […] https://role-confusion.github.io/

Prompt Injection as Role Confusion

LLMs can't tell who's speaking. We show they identify roles by writing style, not tags, and exploit this with CoT Forgery, injecting fake reasoning that models mistake for their own thoughts.

role-confusion.github.io

"A live bird collage from your window" -- this is absolutely lovely. A wood-framed, colourful e-ink display which collages nearby birds (identified by their song), it's really very nicely done. Pity the e-ink displays are still so spendy :( https://github.com/Twarner491/AvianVisitors

GitHub - Twarner491/AvianVisitors: A live bird collage from your window.

A live bird collage from your window. Contribute to Twarner491/AvianVisitors development by creating an account on GitHub.

github.com

"For two decades, Meta had a unique, high-performance engineering org; right up until around April of this year. For the first 20 years of the company’s existence, it had a “move-fast-and-break-things” […] https://newsletter.pragmaticengineer.com/p/why-is-meta-destroying-its-engineering

Why is Meta destroying its engineering organization?

Leadership at the social media giant has been on an AI-fueled rampage through its engineering org. We report what’s happened

newsletter.pragmaticengineer.com