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Jack Willis

Blogs by Jack Willis
Context Is The Attack Surface

Context Is The Attack Surface

A successful prompt hack looks like your system working correctly for someone else. The mechanism that makes this possible is the same one you’re paying for.
LLMs Don't Follow Rules – They Follow Context

LLMs Don't Follow Rules – They Follow Context

LLM behavior isn't governed by a rulebook — it emerges from context, shaped by a stack of training, fine-tuning, and runtime instructions. Understanding this explains why the same model gives radically different responses to functionally identical requests.