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All Layers / Layer 21
Incentives OS · Layer 21

Mental Models & Mastery

The Munger latticework: hundreds of cross-disciplinary models, chunked through deliberate practice into trustworthy intuition.

Which model — or stack of models — are we missing here?

Canonical thinkers

  • Charlie Munger
  • Otto Scharmer
  • Dave Snowden
  • John Boyd
  • Chris Argyris
  • Peter Senge
  • Donella Meadows
  • Simon Wardley
  • Ron Heifetz
  • Margaret Wheatley
  • Stephen Porges
  • Edward Deci
  • Richard Ryan
  • Gary Klein
  • Daniel Goleman
  • Paul Ekman
  • Mihály Csíkszentmihályi
  • Walter Mischel
  • Clare Graves
  • Don Beck
  • Christopher Cowan
  • Julian Baggini
  • Peter Fosl
  • Edmund Gettier
  • David Hume
  • Gilbert Ryle
  • Michael Simmons
  • Eben Pagan
  • Anders Ericsson
  • Gabriele Oettingen
  • Peter Gollwitzer
  • Joshua Foer
  • Robert Kegan
  • Barry Johnson
  • Kenneth G. Brown
  • Robert Cialdini
  • Erving Goffman
  • Richard Bandler
  • John Grinder
  • Milton Erickson
  • Cal Newport
  • Paul Graham
  • Stephen Covey
  • Dwight Eisenhower
  • Vilfredo Pareto
  • Cyril Parkinson
  • Jim Loehr
  • Tony Schwartz
  • Colin Camerer
  • George Loewenstein
  • Daniel Kahneman
  • Amos Tversky
  • Herbert Simon
  • David Laibson
  • Ernst Fehr
  • Klaus Schmidt
  • Robert Dilts
  • Tad James
  • Michael Stevenson

Seed concepts

Underlined seeds link to their full glossary entry. Plain seeds are pending a definition page.

Source manuals & books

The seed concepts above were extracted from these Mastery Manuals and reference works. Each one is registered in the Incentives LLM data lake for retrieval.

  • Mental Model Master List
    Michael Simmons

    Source of latticework, chunking, OK plateau, talent stack, modern polymath.

  • Thought Automation Mastery Manual
    Michael Simmons / Mental Model Club

    Source of thought automation, hierarchy of competence, deliberate practice.

  • Goal Design & Achievement Mastery Manual
    Michael Simmons / Mental Model Club

    Source of WOOP, implementation intentions, mental contrasting, goal hierarchy.

  • Fractal Productivity Mastery Manual
    Michael Simmons / Mental Model Club

    Source of 1-3-5 rule, maker vs. manager, time blocking, Eisenhower matrix.

  • Influencing Mastery Manual
    Kenneth G. Brown / Mental Model Club

    Source of hard/soft tactics, impression management, agent credibility, dark side of influence.

  • Learning Network Mastery Manual
    Mental Model Club

    Source of Return on Experience, latticework density, information overwhelm filters.

  • Success by Subtraction Mastery Manual
    Mental Model Club

    Source of via negativa, opportunity-cost audit, zero-based calendaring.

  • Explanation Effect Mastery Manual
    Michael Simmons & Eben Pagan

    Source of explanation effect, exponential explanation pyramid, learn-do-teach, information alchemy.

  • Masters of Mindfulness
    The Great Courses

    Source of operational mindfulness, STOP practice, self-compassion, mindsight.

  • Learning Models and Styles
    Kolb, VARK, Honey/Mumford, Bloom, Gardner, Felder-Silverman

    Source of experiential learning cycle, multiple intelligences, single/double-loop learning.

  • 350+ Techniques, Patterns & Strategies of NLP
    Various

    Source of anchoring, swish, six-step reframe, meta/Milton model, sleight of mouth.

  • NLP Practitioner Manual
    Transform Destiny

    Source of TOTE, perceptual positions, parts integration, time line therapy, circle of excellence.

  • Behavioral Economics: Past, Present, Future
    Colin Camerer & George Loewenstein

    Source of procedural rationality, constructed preferences, β-δ discounting, inequity aversion, level-k thinking.

  • XMBA Preview Deck
    Aaron Bare

    Source of exponential strategy, XMBA hybrid learning, immunovation, TRIZ 40, adaptability quotient.

Elements in this layer

694 HBEs
COG10/10/10 Rule

How will I feel about this in 10 minutes / 10 months / 10 years?

COG3-Way Life Optimization

Basics first (health/finances), then depth (mastery/impact), then altruism (widening circle).

COGAbilene Paradox

A group decides on a course of action that nobody actually wants, because everyone assumes others prefer it.

COGAbsent-Mindedness

Inattention or forgetfulness caused by low attention, hyperfocus, or distraction.

COGAbstractions

Deriving general rules from specific examples; the leap from instance to concept.

BIOActivation Energy

The minimum energy needed to start a reaction; same idea for starting habits or initiatives.

COGActon's Dictum

Power tends to corrupt, and absolute power corrupts absolutely.

COGActor-Observer Bias

We attribute our own actions to situations but others' actions to their character.

COGAdaptability Quotient (AQ)

Your capacity to learn, unlearn, and relearn faster than the environment changes.

COGAdaptive Bias

The brain evolved to reason adaptively, not always truthfully, to reduce the cost of errors.

COGAdaptive Challenge

A problem whose solution requires people to change their values, beliefs, or habits — not just apply expertise.

COGAdditive Bias

We solve problems by adding, even when subtracting would be better.

COGAdvantageous Divergence

Holding a different — and correct — set of tools than everyone else.

EMOAffective Forecasting

Predicting how we will feel in the future, usually inaccurately.

COGAffinity / Liking Bias

We favor people who are similar to us or who like us.

COGAffirming a Disjunct

Assuming that if one option is true, another must be false, when both can be true.

ENVAffordances

What an environment offers an actor for action — handles to grip, surfaces to sit on, paths to follow.

COGAgent Detection

Presuming a purposeful actor behind events that may have no actor at all.

COGAgent Provocateur

Someone who incites others to take illegal or rash action, often to expose or discredit them.

COGAlder's Razor

What cannot be settled by experiment is not worth debating.

COGAlgorithms

A finite set of well-defined instructions for solving a problem or performing a computation.

COGAll Models Are Wrong

Every model simplifies reality; some are still useful.

COGAllegiance Bias

Researchers favor conclusions aligned with their school, team, or sponsor.

BIOAllostatic Load

Cumulative physiological wear from chronic stress.

COGAlloying

Combining substances to create a new material stronger than its parts.

COGAlternative Blindness

Forgetting to compare an offer with the next-best alternative.

COGAlternative Paths

Outcomes that could have happened but did not.

COGAltruism

Sacrificing for others without expecting a personal reward.

COGAmbiguity Effect

Preferring options with known probabilities over options with unknown ones.

BIOAmygdala Hijack

Emotional override of rational processing.

COGAnalysis Paralysis

Overthinking a situation so that decision-making stalls.

COGAnchoring

The first number on the table silently sets the range for every number after it.

COGAnchoring (NLP)

Pairing a sensory cue with a desired internal state until the cue reliably evokes the state.

COGAnchoring Bias

Over-reliance on the first number that hits the table.

COGAndragogy (Knowles)

Malcolm Knowles's principles of adult learning: self-direction, experience as resource, readiness, problem-centered orientation, intrinsic motivation.

COGAnecdotal Fallacy

Using personal stories or isolated examples instead of evidence.

SYSAntifragility

Systems that gain from disorder.

COGAppeal to Majority

Claiming something is true or better because most people believe it.

COGAppeal to Probability

Assuming something is true because it is probable or possible.

COGArbitrage

Exploiting price differences between markets for risk-free profit.

COGArgument from Authority

Using an authority's opinion as evidence, regardless of its merits.

COGArgument from Fallacy

Concluding that a claim is false because the argument for it is flawed.

COGArgument from Ignorance

Claiming something is true because it has not been proven false.

COGArgument from Repetition

Saying it often enough until objections fade.

COGArgument from Silence

Drawing a conclusion from the absence of evidence rather than its presence.

COGArt of War

Sun Tzu's ancient treatise on strategy, deception, and positioning.

COGAsian Disease Problem

Tversky & Kahneman's classic: identical outcomes flip from 'risk averse' to 'risk seeking' when framed as lives saved vs. lives lost.

COGAssociation Fallacy

Assuming qualities of one thing transfer to another because they are associated.

COGAstroturfing

Masking the sponsors of a message to make it appear grassroots.

COGAsymmetric Warfare

Conflict between belligerents with very different resources and tactics.

COGAttention as Trainable Resource (Jha)

Amishi Jha's research: attention is a finite, depletable, but trainable cognitive resource — short daily mindfulness measurably improves it.

COGAttentional Bias

Our perception is shaped by what we selectively pay attention to.

COGAttitude Polarization

Disagreement grows more extreme as the parties think more about the issue.

COGAttribute Substitution

Replacing a hard question with an easier one without realizing it.

COGAttribution Bias

Systematic errors in explaining the causes of behavior — yours or others'.

COGAutomation Bias

Favoring suggestions from automated systems over conflicting human judgment.

COGAvailability Bias

Relying on examples that come to mind easily, not on actual frequency.

EMOAwe (Keltner)

Dacher Keltner's research: the emotion of encountering vastness reliably reduces self-focus and inflammation, and increases prosociality.

COGBackcasting

Start from the desired future and work backward to the steps that make it inevitable.

SOCBarbell Strategy

Combine extreme safety with extreme risk; avoid the middle.

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