Axioms
297 axioms · page 4 of 7
Groups exert constant pressure to align your thinking…
Groups exert constant pressure to align your thinking with the group consensus.
Scarcity of any resource consumes cognitive bandwidth…
Scarcity of any resource consumes cognitive bandwidth that would otherwise be available for other thinking.
Humans have a fundamental drive to evaluate their own…
Humans have a fundamental drive to evaluate their own opinions and abilities by comparing themselves to similar others when objective benchmarks are unavailable.
Psychological flexibility (the ability to adapt behavior…
Psychological flexibility (the ability to adapt behavior to context while maintaining values) predicts mental health and effective functioning.
Procrastination is primarily a strategy for regulating…
Procrastination is primarily a strategy for regulating negative emotions, not a failure of time management.
Intentional suppression of thoughts paradoxically increases…
Intentional suppression of thoughts paradoxically increases their accessibility and frequency.
Human motivation includes separable 'wanting' and 'liking'…
Human motivation includes separable 'wanting' and 'liking' systems that can become decoupled.
People rapidly adapt to material improvements, returning…
People rapidly adapt to material improvements, returning to baseline satisfaction regardless of circumstances (hedonic adaptation).
Humans retain the capacity to choose their attitude toward…
Humans retain the capacity to choose their attitude toward circumstances even when all external freedoms are removed.
The explanatory style used to interpret adverse events…
The explanatory style used to interpret adverse events predicts both emotional and behavioral responses.
Groups that prioritize consensus over accuracy suppress…
Groups that prioritize consensus over accuracy suppress dissent in ways that produce catastrophic decisions.
Flow occurs when challenge slightly exceeds current…
Flow occurs when challenge slightly exceeds current capability within one's skill range.
In any network of dependent tasks, the longest chain…
In any network of dependent tasks, the longest chain of sequential dependencies determines minimum completion time.
Average cycle time equals work-in-progress divided…
Average cycle time equals work-in-progress divided by throughput rate.
Complex systems that work evolved from simple systems…
Complex systems that work evolved from simple systems that worked.
Catastrophic failures in complex systems rarely result…
Catastrophic failures in complex systems rarely result from a single failure but from the alignment of multiple failures through defensive layers.
Task switching between different types of cognitive work…
Task switching between different types of cognitive work imposes a measurable time cost that increases with the complexity and dissimilarity of the tasks being switched between.
Human memory of task duration is systematically biased…
Human memory of task duration is systematically biased and does not correspond to actual elapsed time.
When a measure becomes a target, it ceases to be a good…
When a measure becomes a target, it ceases to be a good measure.
Process variation consists of two fundamentally different…
Process variation consists of two fundamentally different types: common cause variation inherent to the system, and special cause variation from identifiable disruptions.
The behavior of a system arises from its structure…
The behavior of a system arises from its structure, not from the intentions of its participants or quality of individual components.
Different problem domains require fundamentally different…
Different problem domains require fundamentally different operational approaches based on cause-effect predictability.
Every system is perfectly designed to get the results…
Every system is perfectly designed to get the results it gets.
When estimating future task duration, people naturally adopt
When estimating future task duration, people naturally adopt an inside view (mental simulation of specific steps) that systematically excludes the factors that actually consume time, leading to consistent underestimation.
Reference class forecasting (using base rates from similar…
Reference class forecasting (using base rates from similar past projects) produces more accurate estimates than bottom-up planning even when planners are experts in their domain.
Human cognitive capacity varies predictably across the day…
Human cognitive capacity varies predictably across the day in patterns shaped by chronotype, sleep, and shared biological rhythms.
Intentional underutilization (slack) is necessary…
Intentional underutilization (slack) is necessary for systems to absorb variation without failing.
Human beings make decisions under conditions of incomplete…
Human beings make decisions under conditions of incomplete information, limited time, and cognitive constraints rather than as omniscient rational optimizers.
Information and attention have an inverse relationship
a wealth of information creates a poverty of attention.
Increasing options decreases satisfaction and increases…
Increasing options decreases satisfaction and increases decision paralysis.
Creation and evaluation are distinct cognitive operations…
Creation and evaluation are distinct cognitive operations that interfere when run simultaneously.
The ratio of creative hits to total output is roughly…
The ratio of creative hits to total output is roughly constant across attempts for any given creator.
Single-loop learning adjusts actions within existing…
Single-loop learning adjusts actions within existing assumptions; double-loop learning questions the assumptions themselves.
The number of unique communication channels in a team of n…
The number of unique communication channels in a team of n people is n(n-1)/2.
A production system produces results; roughly 94%…
A production system produces results; roughly 94% of production problems are system problems, not individual capability problems.
Raw experience, without reflection, does not produce…
Raw experience, without reflection, does not produce learning.
Memory is reconstructive, not reproductive—humans rebuild…
Memory is reconstructive, not reproductive—humans rebuild past experiences from fragments rather than retrieving accurate recordings.
Defensive routines operate below conscious awareness…
Defensive routines operate below conscious awareness and automatically filter threatening information before it reaches conscious processing.
Expert performance in complex domains requires deliberate…
Expert performance in complex domains requires deliberate practice targeting specific weaknesses at the edge of current ability with immediate feedback.
Skilled tool use changes the brain's representation…
Skilled tool use changes the brain's representation of the body to incorporate the tool.
The time required to reach a target increases…
The time required to reach a target increases logarithmically with the ratio of distance to target size.
Humans exhibit automation complacency — reducing monitoring…
Humans exhibit automation complacency — reducing monitoring effort and critical engagement when automated systems perform reliably.
Signal-to-noise ratio determines the capacity…
Signal-to-noise ratio determines the capacity of a communication channel.
Human auditory processing is omnidirectional, continuous…
Human auditory processing is omnidirectional, continuous, and involuntary — the brain processes all sounds within range before filtering.
Cognitive performance follows an inverted-U relationship…
Cognitive performance follows an inverted-U relationship with environmental arousal level — both too little and too much arousal degrade performance.
Dopamine neurons fire when a reward is anticipated based…
Dopamine neurons fire when a reward is anticipated based on a learned cue, not when the reward is received — dopamine is a prediction signal, not a pleasure signal.
When a habit forms, neural activity spikes at the cue…
When a habit forms, neural activity spikes at the cue and reward but drops during the routine, making the routine more modifiable than the cue-reward association.
Variable-ratio reinforcement schedules produce behaviors…
Variable-ratio reinforcement schedules produce behaviors extraordinarily resistant to extinction.