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
- mental model
- latticework
- deliberate practice
- chunking
- thought automation
- spaced repetition
- testing effect
- retrieval practice
- hierarchy of competence
- ok plateau
- woop
- implementation intention
- mental contrasting
- goal hierarchy
- polarity map
- reality distortion
- circle of empathy
- theory of change
- standing ovation
- markov
- blotto
- kegan
- pareto top
- modern polymath
- talent stack
- explanation effect
- thought leadership
- theory u
- presencing
- four levels of listening
- generative listening
- bohm dialogue
- adaptive challenge
- two loops
- immunity to change
- double-loop
- ladder of inference
- cynefin
- ooda
- wardley
- three horizons
- backcasting
- pre-mortem
- iceberg model
- causal loop
- shifting the burden
- fixes that fail
- tragedy of the commons
- self-determination
- polyvagal
- allostatic
- extended mind
- affordance
- emotional intelligence
- amygdala hijack
- emotional contagion
- self-awareness
- self-regulation
- cognitive empathy
- flow state
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 ListMichael Simmons
Source of latticework, chunking, OK plateau, talent stack, modern polymath.
- Thought Automation Mastery ManualMichael Simmons / Mental Model Club
Source of thought automation, hierarchy of competence, deliberate practice.
- Goal Design & Achievement Mastery ManualMichael Simmons / Mental Model Club
Source of WOOP, implementation intentions, mental contrasting, goal hierarchy.
- Fractal Productivity Mastery ManualMichael Simmons / Mental Model Club
Source of 1-3-5 rule, maker vs. manager, time blocking, Eisenhower matrix.
- Influencing Mastery ManualKenneth G. Brown / Mental Model Club
Source of hard/soft tactics, impression management, agent credibility, dark side of influence.
- Learning Network Mastery ManualMental Model Club
Source of Return on Experience, latticework density, information overwhelm filters.
- Success by Subtraction Mastery ManualMental Model Club
Source of via negativa, opportunity-cost audit, zero-based calendaring.
- Explanation Effect Mastery ManualMichael Simmons & Eben Pagan
Source of explanation effect, exponential explanation pyramid, learn-do-teach, information alchemy.
- Masters of MindfulnessThe Great Courses
Source of operational mindfulness, STOP practice, self-compassion, mindsight.
- Learning Models and StylesKolb, VARK, Honey/Mumford, Bloom, Gardner, Felder-Silverman
Source of experiential learning cycle, multiple intelligences, single/double-loop learning.
- 350+ Techniques, Patterns & Strategies of NLPVarious
Source of anchoring, swish, six-step reframe, meta/Milton model, sleight of mouth.
- NLP Practitioner ManualTransform Destiny
Source of TOTE, perceptual positions, parts integration, time line therapy, circle of excellence.
- Behavioral Economics: Past, Present, FutureColin Camerer & George Loewenstein
Source of procedural rationality, constructed preferences, β-δ discounting, inequity aversion, level-k thinking.
- XMBA Preview DeckAaron Bare
Source of exponential strategy, XMBA hybrid learning, immunovation, TRIZ 40, adaptability quotient.
Elements in this layer
694 HBEsHow will I feel about this in 10 minutes / 10 months / 10 years?
Basics first (health/finances), then depth (mastery/impact), then altruism (widening circle).
A group decides on a course of action that nobody actually wants, because everyone assumes others prefer it.
Inattention or forgetfulness caused by low attention, hyperfocus, or distraction.
Deriving general rules from specific examples; the leap from instance to concept.
The minimum energy needed to start a reaction; same idea for starting habits or initiatives.
Power tends to corrupt, and absolute power corrupts absolutely.
We attribute our own actions to situations but others' actions to their character.
Your capacity to learn, unlearn, and relearn faster than the environment changes.
The brain evolved to reason adaptively, not always truthfully, to reduce the cost of errors.
A problem whose solution requires people to change their values, beliefs, or habits — not just apply expertise.
We solve problems by adding, even when subtracting would be better.
Holding a different — and correct — set of tools than everyone else.
Predicting how we will feel in the future, usually inaccurately.
We favor people who are similar to us or who like us.
Assuming that if one option is true, another must be false, when both can be true.
What an environment offers an actor for action — handles to grip, surfaces to sit on, paths to follow.
Presuming a purposeful actor behind events that may have no actor at all.
Someone who incites others to take illegal or rash action, often to expose or discredit them.
What cannot be settled by experiment is not worth debating.
A finite set of well-defined instructions for solving a problem or performing a computation.
Every model simplifies reality; some are still useful.
Researchers favor conclusions aligned with their school, team, or sponsor.
Cumulative physiological wear from chronic stress.
Combining substances to create a new material stronger than its parts.
Forgetting to compare an offer with the next-best alternative.
Outcomes that could have happened but did not.
Sacrificing for others without expecting a personal reward.
Preferring options with known probabilities over options with unknown ones.
Emotional override of rational processing.
Overthinking a situation so that decision-making stalls.
The first number on the table silently sets the range for every number after it.
Pairing a sensory cue with a desired internal state until the cue reliably evokes the state.
Over-reliance on the first number that hits the table.
Malcolm Knowles's principles of adult learning: self-direction, experience as resource, readiness, problem-centered orientation, intrinsic motivation.
Using personal stories or isolated examples instead of evidence.
Systems that gain from disorder.
Claiming something is true or better because most people believe it.
Assuming something is true because it is probable or possible.
Exploiting price differences between markets for risk-free profit.
Using an authority's opinion as evidence, regardless of its merits.
Concluding that a claim is false because the argument for it is flawed.
Claiming something is true because it has not been proven false.
Saying it often enough until objections fade.
Drawing a conclusion from the absence of evidence rather than its presence.
Sun Tzu's ancient treatise on strategy, deception, and positioning.
Tversky & Kahneman's classic: identical outcomes flip from 'risk averse' to 'risk seeking' when framed as lives saved vs. lives lost.
Assuming qualities of one thing transfer to another because they are associated.
Masking the sponsors of a message to make it appear grassroots.
Conflict between belligerents with very different resources and tactics.
Amishi Jha's research: attention is a finite, depletable, but trainable cognitive resource — short daily mindfulness measurably improves it.
Our perception is shaped by what we selectively pay attention to.
Disagreement grows more extreme as the parties think more about the issue.
Replacing a hard question with an easier one without realizing it.
Systematic errors in explaining the causes of behavior — yours or others'.
Favoring suggestions from automated systems over conflicting human judgment.
Relying on examples that come to mind easily, not on actual frequency.
Dacher Keltner's research: the emotion of encountering vastness reliably reduces self-focus and inflammation, and increases prosociality.
Start from the desired future and work backward to the steps that make it inevitable.
Combine extreme safety with extreme risk; avoid the middle.
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