Update README.md

README.md

@@ -44,6 +44,8 @@ PANIC is not meant to be perfect. It is meant to be open, inspectable, and impro
 
 ## Use of LLM assistance
 
-LLMs may be used in a limited capacity during the development of PANIC, mostly for brainstorming, documentation, review ideas, and exploring possible implementation approaches.
+Large language models may be used in a limited capacity during the development of PANIC, mainly for brainstorming, documentation drafts, code review ideas, naming, structure discussions, and exploring implementation approaches.
 
-Any LLM-assisted output should be reviewed, tested, and understood before being included. PANIC is intended to be readable, inspectable, and built from first principles, so LLM assistance is treated as a tool for support rather than a source of authority.
+LLM-generated suggestions are not treated as authoritative. Code, algorithms, numerical methods, and design decisions should be reviewed, tested, and understood before being included in the project.
+
+The goal of PANIC is to build a readable and inspectable numerical codebase. Any use of LLM assistance should support that goal, not replace understanding, verification, or careful implementation.