Knowledge Boundary

Definitions

1. The effective boundary around what an AI system knows or can answer reliably, given its training data, retrieval access, and current context. Understanding knowledge boundaries helps product teams decide when the system should answer, ask for more context, or refuse.

   In plain English: The limit of what an AI system actually knows or can answer well.

   Example: "The assistant was tuned to admit its knowledge boundary rather than bluffing when asked about newly released internal procedures."

Related Terms

• slop
• AI Limit
• Context Length
• Knowledge Cutoff
• Knowledge Update
• Model Limit
• Semantic Memory
• World Knowledge