Concepts
The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types
Error budget
a predefined tolerance level for deviations from ideal system performance, expressed as the maximum acceptable amount of error or failure before triggering a corrective response, which distinguishes signal from noise and enables rational resource allocation for error correction
Root cause
a structural condition that generates recurring errors, characterized by being actionable at the system level, making the symptom impossible or improbable rather than merely less likely, and being the invariant factor present across all instances of a recurring problem
Five Whys
a root cause analysis technique that involves asking 'why' five times in succession to trace past surface-level causal explanations to structural conditions that can be changed
Checklist
an error prevention agent that catches predictable mistakes by externalizing knowledge that is reliably forgotten or misapplied under real-world conditions
Pre-flight check
a deliberate, structured review of key conditions before execution that externalizes verification to prevent errors from propagating, positioned at the boundary between preparation and execution, requiring observation rather than recall, and containing 5-9 condition-based items that must be independently verified
Post-action review
a structured observation performed after task completion that compares intended outcomes against actual results to identify structural causes of gaps and implement specific process changes, conducted within 48 hours of completion using four questions (what was supposed to happen, what actually happened, why was there a difference, what will I do differently) to extract reliable learning from experience
Error cascade
a chain of individually small errors that compound through a coupled system into a catastrophic outcome, where the severity of the cascade is determined by the coupling of the system, not the magnitude of the initial error
Graceful degradation
the design of systems to fail partially rather than completely, where systems continue to operate at reduced capacity when components fail, preserving core functions while maintaining structural integrity across multiple operating modes
Tight coupling
a system property where processes happen fast, sequences are invariant, and there is little slack or buffer between steps, causing failures to propagate automatically through dependent links without time for intervention or correction
Recovery procedure
a documented, pre-decided, pre-rehearsed sequence of specific steps that restore a process to working state after a known category of failure, designed to eliminate improvisation and replace panic with protocol
Blame instinct
the deeply wired human cognitive tendency to focus on identifying a specific person responsible for an error rather than understanding the systemic conditions that produced the error, which prevents learning and leads to ineffective responses
Systemic conditions
the structural, environmental, and process-level factors within an organization or personal cognitive infrastructure that make errors likely or probable, rather than individual character traits or temporary circumstances
Error pattern
a recurring sequence of similar mistakes that emerges when multiple instances of the same type of error are analyzed together, revealing structural weaknesses in systems rather than individual character flaws
System error
an error that originates from structural features of a system rather than individual worker performance, representing common cause variation that produces predictable patterns and requires systemic fixes rather than personal effort
Automated detection
the use of tools, systems, or processes that continuously monitor for specific error patterns without human intervention, leveraging consistent pattern-matching capabilities to identify errors that manual vigilance would miss due to biological constraints
Vigilance decrement
the predictable and universal degradation of sustained attention and error detection performance over time, resulting from the biological depletion of cognitive resources rather than character flaws or lack of motivation
Error correction
the cognitive and resource-intensive process of detecting, diagnosing, and fixing mistakes that consumes time, attention, and metabolic resources while producing measurable opportunity costs and context-switching overhead
Self-correcting system
a cognitive or behavioral architecture that automatically detects errors, diagnoses root causes, and executes corrective actions without requiring conscious human intervention or deliberate attention to trigger each correction
Scope collision
the structural inevitability that occurs when two cognitive agents operate simultaneously, their scopes intersect, and they issue incompatible instructions for the same situation
Shared state
the information that multiple agents can read from and write to during their operation, serving as the common ground that enables coordination between agents and functioning as the information substrate that allows agents to inform each other
Priority ordering
a context-specific ranked list of cognitive agents that determines which agent wins when two or more agents conflict over the same situation or resource, with higher-ranked agents taking precedence over lower-ranked agents during moments of collision
Agent sequencing
the explicit definition of the temporal order in which cognitive agents must execute to ensure that each agent receives the necessary outputs from preceding agents as inputs, where dependencies between agents determine the required execution order
Parallel versus sequential agent execution
the structural analysis of dependency that determines whether agents run simultaneously or must wait for prior results, with parallel execution enabling speedup and sequential execution maintaining correctness
Dependency graph
a Directed Acyclic Graph (DAG) representing tasks as nodes and directed edges showing which tasks must complete before others can begin, with tasks having no incoming edges starting immediately and the longest chain of dependent tasks determining the minimum project completion time