A methodology for designing cognitive constraints — the boundaries that ensure an AI system (or a person using AI) does not drift outside desired parameters. These are not technical filters: they are design principles that define what the system should and should not do, how and when.
Context & Strategy
How it was born
Developed from the practical need to create AI agents that functioned consistently and predictably. Without explicit cognitive guardrails, agents drift — making decisions that are technically correct but contextually wrong. The method formalises how to design those boundaries intentionally.
What it does in practice
Used in the design of all Bitsapiens AI agent systems. It also serves as a component of the AI-Human Thinking curriculum — teaching people to recognise and create cognitive constraints is one of the central competencies of Cognitive Sovereignty.