- **Context-dependent** — Knowledge shifts depending on circumstances. What is “true” or “useful” in one situation may not be in another. - **Evolving** — New discoveries, new perspectives, or better models constantly reshape what we know. - **Distributed** — Knowledge doesn’t live in one mind but across people, systems, cultures, and technologies. - **Interpretive** — Different individuals and communities interpret and apply knowledge differently - **Interconnected** — Pieces of knowledge are not isolated; they influence and modify each other when combined. same prompt, same message -- an LLM will return different results There is no "right" / "best" way to say something.