· ai
Benchmarking LLM Context Awareness Without Sending Raw PII
TL;DR: I measured whether an LLM can still understand relationships and context when raw identifiers never enter the prompt. Turns out – simple redaction is not...
TL;DR: I measured whether an LLM can still understand relationships and context when raw identifiers never enter the prompt. Turns out – simple redaction is not...
The Problem We've all been there. You open a project, and for a split second you freeze: “Wait, is this npm run dev, yarn start, or docker-compose up?” Context...