Definitions
1,059 definitions · page 11 of 23
Variable reward
a reward schedule that delivers reinforcement after an unpredictable number of responses or time intervals, creating higher response rates and dramatically greater resistance to extinction compared to fixed reward schedules
Behavioral chain
a sequence of discrete actions in which the completion of each action serves as the discriminative stimulus for the next action in the sequence, operating as a functional unit where each completion automatically triggers the next without additional conscious initiation at each step
Work startup chain
a behavioral sequence that automatically transitions a knowledge worker from physical arrival at their workspace to first meaningful productive output, consisting of six links each taking under two minutes and eliminating decision-making points to bypass executive function demands and enable habit-based initiation
Shutdown chain
a behavioral sequence that systematically transfers all open cognitive commitments from working memory to a trusted external system at the end of a workday, consisting of four links that perform open-loop sweep, tomorrow's launch list creation, workspace reset, and shutdown cue execution to achieve psychological detachment and prevent Zeigarnik effect interference
Transition
the space between links in a behavioral chain where one behavior has ended and the next has not yet started, characterized by a gap in cue signals and vulnerability to competing behaviors
Chain-of-chains architecture
a modular behavioral design where a long chain is segmented into sub-chains of three to five links each, with each sub-chain having its own independent anchor and terminal reward, to prevent cascading failures and maintain cognitive manageability
Restart protocol
a structured procedure for recovering from a behavioral chain break that involves accepting the break without judgment, returning to the physical location and body position of the first link, executing the first link immediately, letting momentum carry the sequence forward, and using shortened chains when time is limited
Default agent
an automatic cognitive agent that was installed without conscious input through repetition, social conditioning, cultural norms, or childhood experiences, operating through environmental cues without requiring conscious deliberation
Agent
a cognitive process or behavioral protocol that operates automatically based on specific triggers and conditions, which can be documented, reviewed, refined, and shared when written down in explicit form rather than existing only in tacit knowledge within an individual's mind
Trigger
the specific event, cue, or condition that initiates behavior, serving as the entry point that makes behavior start in the present moment rather than theoretically at some point, requiring an initiating signal distinct from motivation or ability
Internal trigger
a thought, emotion, or physical sensation that initiates a behavior without external prompting
External trigger
any stimulus in your environment that initiates a behavior, including sounds, notifications, visual cues, events, or other people's actions
Reliable trigger
a trigger that is both specific enough to identify a single moment in time and observable enough that it can be consistently detected when it occurs
Channel factor
a small situational feature that facilitates or blocks behavior with disproportionately large influence compared to personality traits or motivation, working by reducing the friction between intention and action rather than increasing desire to act
Trigger
a condition-response pairing that fires automatically when the right situation is recognized, enabling behavior initiation without conscious deliberation and freeing conscious attention for genuinely novel or ambiguous situations
Choice architecture
the deliberate design of environments in which people make decisions, with defaults as the most powerful tool for influencing outcomes without removing genuine choice
Blameless postmortem
a structured review of decisions or incidents that explicitly focuses on systems and processes rather than individual fault, assuming good intentions and reasonable actions given available information, and producing specific procedural changes rather than emotional catharsis or blame
Feedback loop
a closed-loop system mechanism that observes its own output, compares it to a reference standard, and adjusts future behavior based on the comparison, enabling systems to learn and adapt
Loose feedback loop
a feedback mechanism where the delay between action and reliable signal about effectiveness is long enough that course-correction is impossible, causing persistent ineffective behavior that compounds over time
Reinforcing feedback loop
a feedback mechanism where outputs cycle back as inputs and each cycle amplifies the signal rather than dampening it, producing exponential growth or decline in the direction of the initial signal
Negative feedback loop
a self-correcting system structure that maintains stability by detecting deviations from a set point and applying corrective actions that oppose the direction of the deviation, operating through three essential components: set point, sensor, and corrective response
Dopamine prediction error
the neurochemical signal that encodes the difference between what you predicted and what you got, serving as the reinforcement signal that updates the strength of the cue-routine connection in habit formation
Automaticity
the asymptotic state where a habit becomes so well-established that the cue triggers the routine with no conscious involvement at all, achieved through repeated cue-routine-reward cycles that progressively shift control from deliberative to stimulus-driven brain systems
Information feedback loop
a structural phenomenon where past information consumption shapes subsequent information thinking, which in turn shapes future information seeking, creating a self-reinforcing cycle that amplifies initial biases and narrows information environments without conscious awareness or consent
Confirmation bias in information seeking
the cognitive tendency to actively search for, interpret, and remember information that confirms existing beliefs while avoiding or discounting contradictory evidence, operating as an internal mechanism within information feedback loops
Echo chamber
a social feedback loop where information environments systematically discredit outside sources, so that exposure to contrary information actually strengthens commitment to the in-group position rather than challenging it, operating as a mechanism within information feedback loops
Vicious cycle
a feedback loop where the consequence of a behavior reinforces the trigger that produced the behavior, creating a self-sustaining pattern that accelerates over time and becomes increasingly automatic and invisible.
Virtuous cycle
a positive feedback loop whose outputs are genuinely beneficial and contribute to making the system healthier, stronger, or more capable over time, representing valuable personal infrastructure that compounds through repeated, self-reinforcing iterations.
Multi-loop system
a complex system involving several interacting feedback loops that operate simultaneously, share variables, compete for dominance, and generate behavior that no individual loop can explain
System archetype
a recurring multi-loop configuration pattern that appears across different domains and produces characteristic, often counterintuitive behaviors through specific interactions between feedback loops
Shared variable
a variable that serves as the output of one feedback loop and becomes the input of another feedback loop, creating coupling between loops that affects system behavior through their combined responses
Defensive routines
patterns of interpersonal behavior designed to avoid embarrassment and threat that systematically block the feedback individuals need most
Blind spot
the region of self-knowledge that is known to others but unknown to you, specifically the behaviors, patterns, and impacts that are visible to others but invisible to the individual due to defensive routines intercepting feedback before it reaches conscious processing
Feedback mechanism
a designed system with five specific components (specific metric, capture method, fixed review cadence, action threshold, and closing action) that transforms data into actionable feedback for system regulation
Engineered feedback
feedback that is deliberately constructed and built into systems rather than passively received, requiring specific design components to ensure it drives deliberate improvement
Feedback loop hygiene
the recurring practice of regularly auditing and maintaining feedback loops to ensure they remain connected to meaningful outcomes and have not become decoupled from the actual systems they are meant to monitor
Double-loop learning
a form of feedback that questions the underlying framework, assumptions, and goals that generate actions, rather than simply correcting actions within an existing framework
Antifragility
a system characteristic that gains strength and improves from exposure to disorder, stress, and volatility rather than merely maintaining stability or being harmed by such conditions
Error
a deviation from expected or intended performance that occurs within a system and can be detected and corrected through systematic mechanisms
Execution errors
errors that occur when you knew what to do and had the right plan, but something went wrong in the doing. You forgot a step, made a mechanical mistake, or lost focus at the critical moment.
Knowledge errors
errors that occur when you did not have the information you needed to make a correct decision. You made a decision based on an incomplete or inaccurate model of the situation.
Judgment errors
errors that occur when you had the right information but assessed it incorrectly. You saw the warning signs and dismissed them, weighed factors incorrectly, or predicted outcomes systematically wrong.
Fail-fast
the principle of designing systems that surface errors early when they are easiest and cheapest to correct, rather than allowing them to compound and become more expensive to fix.
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