The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Communicate both the objective and the intent behind it so delegates can adapt when conditions make the original objective impossible while preserving the mission's underlying purpose.
Implement verification at three distinct layers—continuous signals, periodic samples, and infrequent structural audits—calibrated to the stakes, maturity, and track record of the delegation.
Verify outputs against predefined success criteria rather than monitoring methods, preserving delegate autonomy while maintaining accountability for results.
Build verification that is transparent to the delegate rather than hidden, making checkpoints explicit and predictable to maintain trust while ensuring accountability.
Extend trust incrementally based on accumulated evidence of reliability rather than as a fixed initial condition, tightening verification when errors surface and loosening it as performance stabilizes.
When delegating to tools, verify outputs more aggressively than when delegating to humans because tools lack judgment, cannot flag their own uncertainty, and produce errors with uniform confidence.
Treat every tool as a component of your extended cognitive system rather than as an external convenience, selecting and configuring tools based on architectural criteria of reliability, maintainability, interoperability, and failure-mode transparency.
Maintain practice of capabilities you delegate to tools to prevent atrophy of the biological original, especially for capabilities whose loss would compromise judgment or effectiveness.
Design habits as contextual cue-routine pairs rather than motivation-dependent behaviors, making the context itself trigger the automatic behavior without requiring conscious decision.
Align habit rewards intrinsically to the behavior itself rather than adding external incentives, since genuine automaticity requires satisfaction built into the completion rather than bolted-on consequences.
Verify habit automaticity by checking whether the behavior fires from context without conscious decision rather than checking whether the behavior occurs consistently, since consistency can be maintained through willpower without successful delegation.
Write documentation that answers specific questions with full decision context (constraints, alternatives, rationale) so the document can replace the author's presence entirely.
Force clear thinking by requiring complete sentences with explicit causal structure rather than bullet points that allow ideas to remain unexamined.
Create pre-committed decision rules for recurring, low-to-moderate consequence situations to eliminate deliberation at every instance while preserving judgment for novel cases.
Schedule periodic rule audits to detect when changed context has made previously effective rules obsolete or when rules are being used to avoid necessary decisions.
Maintain ability to explain what delegated systems are doing in concrete terms—if you cannot articulate method, tradeoffs, and quality criteria, you have over-delegated.
Preserve the ability to perform delegated work at acceptable levels yourself—if the delegate's disappearance would leave you unable to function, delegation has become dependency.