The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Habit: a behavior that has been transferred from the conscious, effortful declarative system to the unconscious, nearly unlimited procedural system through repetition in consistent contexts, such that the behavior fires automatically from contextual cues without requiring conscious deliberation or executive function.
Delegation to environment: the practice of structuring your physical and social surroundings so that the behavior you want becomes the path of least resistance and the behavior you do not want requires active effort to pursue, thereby enforcing desired behaviors through environmental constraints rather than relying on willpower alone.
Delegation to documents: the practice of writing comprehensive, structured records that encode explanation, alignment, and decision context in a format that can be accessed by future readers or AI agents without requiring the original author's presence or memory.
Over-delegation: the pattern of delegating so thoroughly that one loses the capacity to evaluate whether delegated work is done well or to recover when delegation fails, characterized by skill erosion, loss of mental models, and reduced ability to ask critical questions
Under-delegation: the pattern of holding too much responsibility oneself, creating bottlenecks, burnout, and preventing others from developing capability, characterized by being the only person who can do critical tasks, having a full calendar but unadvanced priorities, and feeling indispensable while exhausted
Bus factor: the number of people who would need to be suddenly unavailable for a project or system to stall, used as a measure of system resilience and individual dependency risk
Delegation: the process of assigning authority and responsibility for a task to another person or agent, operating on a seven-level spectrum from 'do exactly this' (Level 1) to 'handle it entirely' (Level 7), where each level represents a distinct contract of autonomy and oversight with specific implications for relationship dynamics and outcome quality
Delegation capacity: the trained ability to tolerate imperfect output from delegated tasks long enough for the delegation to produce returns, built through progressive practice and mastery experiences that develop pattern recognition and calibration for effective delegation across increasing complexity
Control: the regulatory capacity to ensure desired outcomes are achieved through systems you trust to operate without constant oversight, where true control is demonstrated by the ability to maintain outcomes even in your absence rather than by direct, hands-on management
Leverage: the multiplicative effect of delegation where a small input of effort produces disproportionately large output through the cumulative effect of multiple well-designed delegations, measured as the ratio of output hours produced per management minute invested
Agent monitoring: the practice of systematically observing cognitive systems you've built to distinguish between 'running' and 'working,' between activity and progress, and between habits that drive results and habits that just make you feel busy
Master delegator: a person who designs systems that route work to the right agents without requiring their direct involvement, such that their personal effort operates at a higher level of leverage — designing systems rather than executing tasks, selecting agents rather than being the agent, verifying outcomes rather than managing processes — producing results that exceed what their personal effort alone could produce
Operational definition: a definition of a concept that is entirely specified by the operations used to measure it, where the concept is not an abstract property but rather the result of a specific measurement procedure.
Success metric: a measurable, observable, bounded, and timely quantifiable indicator that defines what constitutes successful performance for a cognitive agent, with properties including observability, boundedness, timeliness, and resistance to gaming.
Monitoring frequency: the rate at which a cognitive agent is checked or reviewed, determined by matching the sampling rate to the rate at which meaningful change occurs in the system, with the optimal frequency being at least twice the fastest change rate to avoid aliasing.
Event-driven monitoring: a monitoring approach where systems alert users when specific events occur, rather than checking on a fixed schedule, used for detecting acute failures that require immediate response.
Dashboard: a visual display of the most important information needed to achieve one or more objectives, consolidated on a single screen so it can be monitored and understood at a glance
Service Level Indicator: a carefully defined quantitative measure of some aspect of the level of service provided, always expressed as a proportion of good events divided by total events measured over a defined window
Service Level Objective: a target value for an SLI that defines the boundary between acceptable performance and the need for intervention
Effectiveness: the degree to which an agent produces the intended outcome, as measured by whether the intended change in the world actually occurs when the agent fires
Time-to-fire: the latency interval between when a cognitive agent's trigger condition is detected and when the agent's response is initiated, measured as the temporal distance between trigger awareness and activation awareness
False positive rate: the proportion of cognitive agent activations that occur when the trigger condition is not actually present, calculated as false positives divided by total activations
False negative rate: the proportion of actual positive cases that a detection system fails to identify, measured as the complement of recall (FNR = 1 - Recall), where a false negative occurs when an agent fails to fire when it should, leaving the system exposed to undetected problems
Agent retirement: the deliberate identification and removal of cognitive agents that have become obsolete or no longer serve their intended purpose due to environmental changes, representing a form of active unlearning