Notes on large language models, their capabilities, and their consequences.
3 posts
If LLM providers can read every query, the obvious defence is to stop sending them meaning: transform the query into something else, get the answer, transform it back. Call it semantic homomorphism — anonymization is its simplest form.
NVIDIA came out with an initiative to back open weight models, and OpenAI, xAI and Google lined up behind it — against Anthropic's push for safety regulation. What reads as a safety debate is also a fight over who gets to stay at the top.
Your LLM provider knows who you are and sees every query, response, and file you upload. That turns Big Brother from a conspiracy theory into working reality, and we're missing the security controls to push back.