The background logic, tone, and environment in which the rules exist. In AI, this is often the "system prompt" that defines the entity's fundamental purpose.
A truly "deep" rule system doesn't just provide instructions; it defines . system of rules
Modern systems, particularly in OpenAI's latest models like GPT-5.5, are moving away from (telling the system how to do it) toward outcome-oriented rules (telling the system what good looks like). The background logic, tone, and environment in which
For high-stakes applications, relying on natural language prompts is often insufficient. Developers use external code, such as NVIDIA NeMo Guardrails , to enforce strict compliance. The background logic