This is a fantastic post. Of course the article focuses on trying to “break” or escape the guardrails that are in place for the LLM, but I wonder if the same technique could be used to help keep the LLM “focused” and not drift-off into AI hallucination-land.

Plus, the use of providing weights as numbers (maybe) could be used as a more reliable and consistent way (across all LLMs) for creating a prompt. Thus replacing the whole “You are a Senior Engineer, specializing in…”