“Your prompt… plus everything you’ve ever (publicly) written” by kromem

LessWrong (30+ Karma) · Oct 14, 2026 · 14m

TL;DR: Increasingly when you interact with frontier models, your prompt doesn't only contain the words on the page, but also a lot of what you've ever publicly written online.

This is not intended to be a scary post. And I'm not going to suggest that you self-censor (and honestly, by the time you're reading this, it's kinda too late anyhow).

But it is something that's underappreciated and would be good for more people to be aware of and even proactively address with their models.

Latent space fidelity has improved

Modern transformers which power large language models (LLMs) take a very large…