The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
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