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Mental Models · 1045

Mental Models

All 1045 mental models — searchable and filterable, every page open and free.

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Deep dive

The Bitter Lesson

Why scale beats cleverness — and where your moat should really live.

1045 of 1045 shown
Mental Model

100 People Love

something 100 people love rather than something 1 million people kind of like. Intensity of need

Mental Model

7 Powers Hamilton Helmer

r)Hamilton HelmerThe seven — and only seven — sources of durable competitive advantage: Scale Ec

Mental Model

BATNARoger Fisher

/ William UryBest Alternative to a Negotiated Agreement — your power in any negotiation comes no

Mental Model

Competition is for Losers

thesis: every moment spent competing is a moment not spent building something unique. The goal i

Mental Model

Disagree and Commit

a decision is made after genuine debate, everyone — including dissenters — commits fully to exec

Mental Model

Disruptive Innovation

products in niche markets that improve until they overtake incumbents.

Mental Model

Distribution

products reach customers matters more than the product itself.

Mental Model

Lollapalooza Effects

multiple cognitive biases or forces act in the same direction simultaneously, the combined effec

Mental Model

Do Things That Don't Scale

best startups are built through unscalable, hands-on work first.

Mental Model

Extreme Ownership

own everything in their world — no excuses, no blaming subordinates.

Mental Model

Forcing Function

deliberately introduced to compel desired behaviour.

Mental Model

Founder-Market Fit

founder's unique fit to the problem determines startup success more than any other factor.

Mental Model

Growth vs Fixed Mindset

develop through effort and learning, not innate talent alone.

Mental Model

Availability Heuristic

judge the likelihood of events based on how easily examples come to mind, not on actual frequenc

Mental Model

Hook Model

four-phase cycle that builds habitual product usage.

Mental Model

Innovator's Dilemma

management is the reason great companies fail when disruption arrives.

Mental Model

Iteration Velocity

team that learns fastest wins — speed of iteration is the ultimate advantage.

Mental Model

Jobs to Be Done

hire products to accomplish specific functional, emotional, and social jobs.

Mental Model

Luck Surface Area

/ Naval RavikantIncrease exposure to serendipity by doing more and telling more people.

Mental Model

MVPFrank Robinson

/ Steve Blank / Eric RiesThe smallest thing that tests your riskiest assumption.

Mental Model

Moats

competitive advantages that protect long-term profitability from competitive erosion.

Mental Model

Asymmetric Payoffs

situations where the upside is uncapped and the downside is limited. The expected value of a dec

Mental Model

Network Effects

increases with each additional user, creating exponential competitive advantage.

Mental Model

Platform Business Model

/ Marshall Van AlstyneConnect distinct user groups and create value through network orchestratio

Mental Model

Porter's 5 Forces

industries print money. Others burn it. The difference is rarely about the talent inside the com

Mental Model

Product/Market Fit

customers buy faster than you can build — the only thing that matters.

Mental Model

Red Queen Effect

have to run as fast as you can just to stay in the same place. In competitive environments, stan

Mental Model

Asymmetric Risk

all risks are equal. Some decisions carry small downside with enormous upside; others carry cata

Mental Model

Pygmalion Effect

expectations create high performance through self-fulfilling prophecy.

Mental Model

Positioning

TroutWhere you compete matters more than how hard you compete. Choosing the right strategic posi

Mental Model

Radical Candor

personally and challenge directly — feedback that builds trust and drives improvement.

Mental Model

Reversible vs Irreversible Decisions

doors demand deliberation. Two-way doors demand speed.

Mental Model

Choosing Important Problems

most important decision in any career or research agenda is which problems to work on. Working h

Mental Model

Simplify

is the ultimate sophistication and competitive advantage.

Mental Model

Start With Why

purpose before product — people buy why you do it, not what you do.

Mental Model

Strategy vs Tactics

decides where to play. Tactics decide how to execute.

Mental Model

Sustainable Competitive Advantage

that persist because competitors cannot easily replicate them.

Mental Model

Switching Costs

higher the cost of leaving, the stronger the moat.

Mental Model

Two Pizza Rule

autonomous teams outperform large ones — keep teams feedable by two pizzas.

Mental Model

Viral Marketing

each user brings more than one new user, growth becomes exponential.

Mental Model

Zero to One

something new rather than copying what exists — aim for monopoly, not competition.

Mental Model

Abstraction

complexity behind simpler interfaces to reason at higher levels.

Mental Model

Explore-exploit Tradeoff

gathering new information against leveraging what you already know.

Mental Model

Metcalfe's Law

value grows proportionally to the square of connected users.

Mental Model

Moore's Law

counts double every two years, driving exponential computing gains.

Mental Model

Mythical Man Month

people to a late project makes it later.

Mental Model

Technical Debt

decisions create compounding costs that must be repaid.

Mental Model

Barriers to Entry

obstacles preventing new competitors from entering a market.

Mental Model

Collective Action Problem

incentives to free-ride undermine cooperation for shared benefit.

Mental Model

Comparative Advantage

where your opportunity cost is lowest, not where you are best.

Mental Model

Creative Destruction

destroys established industries to create new, more valuable ones.

Mental Model

Economies of Scale

scale drives lower unit costs, creating compounding cost advantages.

Mental Model

First-Mover

first creates switching costs and brand recognition but bears exploration risk.

Mental Model

Game Theory

von Neumann / Oskar MorgensternStrategic interaction where outcomes depend on all participants c

Mental Model

Increasing Returns

advantages compound through positive feedback into winner-take-most outcomes.

Mental Model

Information Asymmetry

information between parties creates adverse selection and moral hazard.

Mental Model

Jevons Paradox

improvements increase total consumption rather than reducing it.

Mental Model

Moral Hazard

from consequences encourages excessive risk-taking.

Mental Model

Nash Equilibrium

player can improve by unilaterally changing strategy.

Mental Model

Opportunity Cost

édéric BastiatThe true cost of any decision is what you gave up to get it.

Mental Model

Prisoner's Dilemma

TuckerIndividual self-interest produces worse outcomes than cooperation.

Mental Model

Skin in the Game

must bear consequences to align incentives.

Mental Model

Supply and Demand

adjust to balance what producers supply and consumers buy.

Mental Model

The Agency Problem

MecklingAgents with different incentives make suboptimal decisions for principals.

Mental Model

Tragedy of the Commons

self-interest depletes shared resources, harming everyone.

Mental Model

Winner Take All Market

advantages lead to disproportionate concentration of rewards.

Mental Model

Barbell Strategy

at extremes of safety and risk, avoid the mediocre middle.

Mental Model

Circle of Competence

have an edge in some domains and not others — and the boundary between the two is where most cat

Mental Model

Discounted Cash Flow

equals future cash flows discounted to present value.

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Margin of Safety

below intrinsic value to protect against errors and the unforeseen.

Mental Model

5 Whys

why five times to find the systemic root cause.

Mental Model

All Models Are Wrong

model simplifies reality; the question is whether it is useful.

Mental Model

Amara's Law

technology short-term, underestimate it long-term.

Mental Model

Eisenhower Decision Matrix

tasks by urgency and importance to focus on what truly matters.

Mental Model

First Principles Thinking

a problem to its fundamental truths and reason up from there — the antidote to reasoning by anal

Mental Model

Goodhart's Law

a measure becomes a target, it ceases to be a good measure.

Mental Model

Law of Triviality

spend disproportionate time on trivial issues they understand.

Mental Model

Map vs Territory

are not reality; confusing the two leads to systematic errors.

Mental Model

Occam's Razor

competing explanations, prefer the simplest one.

Mental Model

Paradigm Shift

old framework is replaced by an entirely new way of seeing.

Mental Model

Parkinson's Law

expands to fill the time available for its completion.

Mental Model

Principle of Falsification

claim is only useful if it can be proven wrong.

Mental Model

Regret Minimization Framework

by asking which choice you would regret least at age 80.

Mental Model

Scientific Method

, hypothesis, experiment, and revision produce reliable knowledge.

Mental Model

Second-Order Thinking

past the immediate effect to the second and third-order consequences.

Mental Model

Deep Work

concentration on demanding tasks produces disproportionate value.

Mental Model

Deliberate Practice

practice targeting specific weaknesses drives elite performance.

Mental Model

Flow State

consciousness where challenge and skill match produces peak performance.

Mental Model

Spaced Repetition

at expanding intervals to beat the forgetting curve.

Mental Model

Bayes Theorem

your beliefs proportionally to how surprising the new evidence is — the foundation of rational i

Mental Model

Black Swan Theory

, unpredictable events with extreme impact shape history.

Mental Model

Compounding

growth from consistent small gains over long time horizons.

Mental Model

Correlation vs Causation

together does not mean one causes the other.

Mental Model

Ergodicity

works across many simultaneously may not work for one across time.

Mental Model

Exponential Growth

accelerates proportionally to current size, slow then explosive.

Mental Model

Fermi Problem

impossible questions into tractable sub-problems for useful estimates.

Mental Model

Global & Local Maxima

best nearby outcome may trap you from reaching the best possible outcome.

Mental Model

Inversion

backwards: instead of asking how to succeed, ask what guarantees failure — then avoid it.

Mental Model

Kelly Criterion

bet sizing maximizes long-term wealth growth while avoiding ruin.

Mental Model

Nonlinearity

not proportional to inputs; small changes can produce massive effects.

Mental Model

Power Law Distribution

small number of items account for a disproportionate share of outcomes.

Mental Model

Probabilistic Thinking

binary judgments with probability estimates under uncertainty.

Mental Model

Probability Theory

mathematical framework for quantifying uncertainty.

Mental Model

Regression to the Mean

outcomes are followed by more moderate ones as luck fades.

Mental Model

Signal vs Noise

meaningful information from irrelevant data.

Mental Model

Asymmetric Warfare

ín-ToftWeaker forces use unconventional tactics to neutralize stronger opponents.

Mental Model

Blitzkrieg

rapid attack at the point of greatest vulnerability.

Mental Model

Fabian Strategy

decisive battle to exhaust a stronger opponent through patience.

Mental Model

Fog of War

von ClausewitzIncomplete information makes reality impossible to see clearly in real time.

Mental Model

Mission Command

intent and objectives; leave tactical execution to those closest.

Mental Model

Mutually Assured Destruction

sides can inflict unacceptable damage, making conflict irrational.

Mental Model

OODA Loop

through observe-orient-decide-act faster than competitors.

Mental Model

Red Team

adversarial challenge from the opponents perspective.

Mental Model

Scorched Earth

resources to deny them to an advancing adversary.

Mental Model

Trojan Horse

offensive capability inside something targets willingly accept.

Mental Model

Adaptation & Red Queen Effect

adaptation is required just to maintain relative position.

Mental Model

Complex Adaptive Systems

interacting agents self-organise to produce emergent behaviour.

Mental Model

Critical Mass

tipping-point threshold where a process becomes self-sustaining.

Mental Model

Entropy

ordered systems tend toward disorder unless energy is continuously invested.

Mental Model

Flywheel

momentum built through consistent effort in one direction.

Mental Model

Incentives

respond to rewards and punishments, not instructions.

Mental Model

Inertia

resist change proportional to their accumulated mass.

Mental Model

Laws of Thermodynamics

transforms but never appears from nothing — every conversion has a cost.

Mental Model

Leverage Archimedes

rchimedesA small force at the right point moves disproportionately large loads.

Mental Model

Momentum

times velocity — once moving fast and heavy, nearly impossible to stop.

Mental Model

Natural Selection & Extinction

belongs to the fit, not the strong — adapt or face extinction.

Mental Model

Newton's Laws

laws of motion governing force, mass, acceleration, and reaction.

Mental Model

Path Dependence

decisions constrain all future possibilities — history matters.

Mental Model

Systems Thinking

interconnections and feedback loops, not isolated components.

Mental Model

Thermodynamics

system has an energy budget — ignore the metabolic cost and it dies.

Mental Model

Stoicism

of Citium / Epictetus / Seneca / Marcus AureliusFocus on what you control, accept what you canno

Mental Model

The Socratic Method

questioning to expose assumptions and clarify thinking.

Mental Model

Thucydides Trap

power vs ruling power — structural stress makes conflict the default.

Mental Model

Anchoring

information encountered disproportionately shapes all subsequent judgements.

Mental Model

Bandwagon Effect

adopt trends because others have — popularity self-reinforces.

Mental Model

Bystander Effect

éMore witnesses means less action — responsibility diffuses across groups.

Mental Model

Cognitive Dissonance

between beliefs and actions drive rationalisation over change.

Mental Model

Confirmation Bias

seek evidence that confirms what we already believe and filter out what contradicts it.

Mental Model

Curse of Knowledge

WeberKnowing something makes it impossible to imagine not knowing it.

Mental Model

Decision Fatigue

quality deteriorates after sustained choices — willpower is finite.

Mental Model

Dunning-Kruger Effect

competence breeds overconfidence; expertise breeds doubt.

Mental Model

Endowment Effect

inflates perceived worth beyond objective value.

Mental Model

Framing Effect

you frame the question determines the answer you get.

Mental Model

Fundamental Attribution Error

blame character when circumstances are the real cause.

Mental Model

Groupthink

groups suppress dissent and converge on flawed decisions.

Mental Model

Halo Effect

positive trait colours evaluation of everything else.

Mental Model

Hindsight Bias

the fact, people believe they knew it all along.

Mental Model

IKEA Effect

ArielyLabour invested inflates perceived worth regardless of quality.

Mental Model

Incentive-Caused Bias

me the incentive and I will show you the outcome.

Mental Model

Lollapalooza

biases combining in the same direction produce extreme outcomes.

Mental Model

Loss Aversion

hurt roughly twice as much as equivalent gains feel good.

Mental Model

Narrative Fallacy

compress complex reality into clean stories, mistaking explanation for prediction.

Mental Model

Peak-End Rule

are judged by their peak moment and their ending.

Mental Model

Planning Fallacy

systematically underestimate time, cost, and risk of projects.

Mental Model

Self-Fulfilling Prophecies

alter behaviour in ways that make the belief come true.

Mental Model

Social Proof

uncertain, people copy what others are doing.

Mental Model

Status Quo Bias

aversion applied to change makes inaction the default choice.

Mental Model

Sunk Cost Fallacy

investments should not drive future decisions.

Mental Model

Survivorship Bias

only survivors produces systematically wrong conclusions.

Mental Model

Antifragility

systems gain from disorder — growing stronger from shocks.

Mental Model

Emergence

wholes arise from simple parts interacting — the whole exceeds the sum.

Mental Model

Feedback Loops

feed back as inputs, creating either amplifying or stabilizing dynamics.

Mental Model

Gall's Law

complex systems evolve from working simple systems.

Mental Model

Leverage Donella Meadows

a MeadowsSmall shifts at the right point produce outsized systemic changes.

Mental Model

Margin of Safety Redundancy and slack

and slack let systems absorb unexpected shocks.

Mental Model

Resilience

that absorb disturbance and reorganise while maintaining function.

Mental Model

Second-Order Effects

of consequences often dominate the intended outcome.

Mental Model

Stock and Flow

accumulate, flows change them — stocks determine behaviour.

Mental Model

Theory of Constraints

one constraint matters — optimising anything else is an illusion.

Mental Model

10x Individuals/Teams

/ Robert CringelyIn 1968, Sackman, Erikson, and Grant published a study in Communications of the

Mental Model

12 Standard Forms of Value

business that has ever generated revenue — from a lemonade stand in Phoenix to a $3 trillion com

Mental Model

5 Parts of Every Business

2005, Spanx had one employee, one product, and $10 million in annual revenue. Sara Blakely was c

Mental Model

A/B Testing

A/B testing is controlled experimentation applied to product and business decisions. Show half y

Mental Model

AARRRDave Mc

stood on a stage in Seattle in 2007 — an Ignite talk, five minutes, twenty slides that auto-adva

Mental Model

Ability to Raise Prices

sat in front of the Financial Crisis Inquiry Commission in 2010 and reduced decades of investmen

Mental Model

Abundance vs Scarcity Mindset

BezosStephen Covey drew the line in 1989. In The 7 Habits of Highly Effective People, he describ

Mental Model

Active Listening

1957, psychologists Carl Rogers and Richard Farson published a short monograph titled Active Lis

Mental Model

Addressability

pitch deck has a TAM slide. Total Addressable Market — that big, round number in the top-right c

Mental Model

Agile

Sutherland / Alistair Cockburn / Martin FowlerIn February 2001, seventeen software developers ga

Mental Model

Amazon Narratives

2004, Jeff Bezos sent an email to his senior team banning PowerPoint from Amazon. The replacemen

Mental Model

Attribution Theory

1958, Austrian psychologist Fritz Heider published The Psychology of Interpersonal Relations and

Mental Model

Bait and Switch

airline runs the same play. The fare is $49. By the time you've selected a seat, checked a bag,

Mental Model

Barrier to Competition

strategists know about barriers to entry — the obstacles that prevent new players from entering

Mental Model

Brand

is not a logo. It is not a colour palette, a tagline, or a mission statement printed on a confer

Mental Model

Bullseye Framework

had a problem. He had built DuckDuckGo — a search engine that competed with Google on privacy —

Mental Model

Bundling and Unbundling

, the CEO who navigated Netscape through the browser wars, told his board something that most bu

Mental Model

Business Case

A business case is a structured argument for why a proposed initiative deserves resources — time

Mental Model

CRMCRM — Customer Relationship Management —

is not software. It is the systematic practice of capturing, organising, and leveraging every in

Mental Model

Capital Allocation Options

dollar a business generates faces the same six-way fork: reinvest in existing operations, acquir

Mental Model

Commandos vs Infantry vs Police

buried one of the sharpest organizational insights of the twentieth century inside a book about

Mental Model

Common Ground

1981, Roger Fisher and William Ury published Getting to Yes: Negotiating Agreement Without Givin

Mental Model

Confidence: Speed vs Quality

his 2016 letter to shareholders, Jeff Bezos made an observation that should be pinned to the wal

Mental Model

Consequence vs Conviction

drew a 2×2 matrix on a whiteboard at an Amazon all-hands meeting in the early 2010s and changed

Mental Model

Core Competency

1990, C.K. Prahalad and Gary Hamel published "The Core Competence of the Corporation" in Harvard

Mental Model

Costly Signalling Theory

1975, Israeli biologist Amotz Zahavi proposed an idea that turned evolutionary theory sideways.

Mental Model

Dark Patterns

2022, the Federal Trade Commission filed a complaint alleging that Amazon had spent years design

Mental Model

Diffusion of Responsibility

éIn a room of twelve executives, a critical metric is flashing red on the dashboard. Every one o

Mental Model

Directly Responsible Individual

morning at Apple, the executive team files into a conference room for a three-hour meeting. The

Mental Model

Disconfirming Evidence

kept a special notebook. Not the famous ones cataloguing finch beaks and barnacle anatomy — a di

Mental Model

Economically Valuable Skills

published "So Good They Can't Ignore You" in 2012 and dismantled the most popular career advice

Mental Model

Expert Problem

spent twenty years tracking 28,000 predictions made by 284 experts — political scientists, econo

Mental Model

FOMO Components

2021, GameStop stock rose from $17 to $483 in three weeks. The fundamental value of a struggling

Mental Model

FUDFear, Uncertainty, and Doubt — FUD

— is the competitive strategy of spreading negative, vague, or misleading information about a ri

Mental Model

Feedback

leader knows they should give more feedback. Almost none of them do. The gap between knowing and

Mental Model

Field Testing

groups loved New Coke. Two hundred thousand blind taste tests confirmed that consumers preferred

Mental Model

Five Fits Framework

companies do not have a bad strategy. They have five disconnected strategies. The product team h

Mental Model

Float

is other people's money that sits in your account before you have to pass it on — and the return

Mental Model

Fostering Culture

is not a mission statement on the wall, a set of values on the careers page, or a foosball table

Mental Model

Founder's Syndrome

trait that makes someone a great founder — pathological conviction, breakneck speed, centralised

Mental Model

Framing Tversky & Kahneman

& KahnemanHow you present information shapes decisions more than the information itself. This is

Mental Model

Free

BrinFree is not the absence of a business model. It is a business model — and in digital markets

Mental Model

Freemium

the product away for free. Charge for the better version. Venture capitalist Fred Wilson named t

Mental Model

Freeroll

A freeroll is a bet where you cannot lose but might win. The downside is zero or negligible. The

Mental Model

Gallup Q12Gallup spent thirty years and

2.7 million employees trying to answer one question: what separates the best workplaces from the

Mental Model

Gamification

the mechanics that make games compulsive — points, levels, badges, leaderboards, progress bars,

Mental Model

Generalist vs Specialist

EpsteinTwo books, published twenty years apart, frame the central tension of human performance.

Mental Model

Heat-seeking Missiles

— co-founder of Benchmark Capital and founding CEO of Wealthfront — distilled a pattern he obser

Mental Model

High-context vs Low-context

1976, anthropologist Edward T. Hall published Beyond Culture, introducing a framework that divid

Mental Model

Horizons Framework

WhiteEvery company is running three businesses at once — whether it knows it or not. Horizon 1 i

Mental Model

Hunting Elephants vs Flies

published a blog post in 2014 that became one of the most referenced frameworks in SaaS investin

Mental Model

Hype Curve

1995, Jackie Fenn — an analyst at Gartner — published a research note that introduced a visual f

Mental Model

Idea Maze

2013, Balaji Srinivasan introduced a concept during Stanford's Startup Engineering course that s

Mental Model

Improving Returns

business models suffer from diminishing returns. The first million dollars in revenue is cheap t

Mental Model

Intellectual Property

property — patents, trademarks, trade secrets, and copyrights — is the legal architecture that t

Mental Model

Iron Law of Market

said it plainly in 2007: "The #1 company-killer is lack of market." Not lack of talent. Not lack

Mental Model

Key Failure Indicator

company tracks KPIs. Revenue growth, customer acquisition cost, net promoter score, monthly acti

Mental Model

Law of Shitty Click Through Rates

2012, Andrew Chen published an essay that named something every growth team already felt in thei

Mental Model

Linear Commerce

2018, Web Smith — founder of 2PM Inc. and one of the sharpest voices in digital commerce analysi

Mental Model

Listen Decide Communicate

sequence is the model. Listen. Decide. Communicate. Three verbs, fixed order, no substitutions.

Mental Model

Loss Leader Strategy

sells its rotisserie chicken for $4.99. It has held that price since 2009 despite poultry costs

Mental Model

Marginal Gains

2003, Dave Brailsford took over as performance director of British Cycling. The programme was, b

Mental Model

Meta-cognition: IQ vs EQDaniel Goleman

/ Peter Salovey / John Mayer / David McClelland / Richard BoyatzisIn 1995, Daniel Goleman publis

Mental Model

Mind Share

share is the percentage of consumer awareness or recall that a brand owns within its category. W

Mental Model

Modularity

called it the Law of Conservation of Attractive Profits: when one layer in a value chain becomes

Mental Model

Narrative

are how humans compress complexity into meaning. A narrative is not decoration layered on top of

Mental Model

Nudge Theory

nudge is any element of choice architecture that alters people's behaviour in a predictable way

Mental Model

Only Paranoid Survive

1985, Andy Grove was losing. Intel — the company he had co-founded — was haemorrhaging money in

Mental Model

Open vs Closed Platform

1981, IBM made a decision that would define the personal computer industry for four decades. Und

Mental Model

Organisational Debt

coined the term in a 2015 blog post, and the framing was deliberately borrowed from engineering:

Mental Model

Perceived Value

hospital charges $5 for an aspirin tablet. The factory that manufactured it sold the same tablet

Mental Model

Peter Principle

1969, Laurence J. Peter published a book that read like satire but operated as diagnosis. The Pe

Mental Model

Pivot

defined it precisely in The Lean Startup (2011): a pivot is a structured course correction desig

Mental Model

Point of Market Entry

you enter a market determines your entire strategic trajectory. Not what you build. Not how well

Mental Model

Premature Optimisation

1974, Donald Knuth published "Structured Programming with go to Statements" in Computing Surveys

Mental Model

Racecar Growth Framework

spent seven years at Airbnb — the last four leading growth for the supply side of the marketplac

Mental Model

Remarkability

published Purple Cow in 2003 with an argument that felt like provocation and turned out to be pr

Mental Model

Repeatable Systems

is not in the food business. It is in the systems business. Ray Kroc did not invent the hamburge

Mental Model

Schlep Blindness

2012, Paul Graham published a short essay that named something every experienced startup investo

Mental Model

Seek Feedback Not Consensus

distinction is surgical. Feedback is information. Consensus is permission. A leader who seeks fe

Mental Model

Segmentation

all customers are equal. The sentence sounds obvious — but most companies operate as though it i

Mental Model

Servant Leadership

1970, Robert Greenleaf — a retired AT&T executive — published an essay called "The Servant as Le

Mental Model

Shadow Testing

1999, Nick Swinmurn walked into shoe stores in the San Francisco Bay Area, photographed pairs of

Mental Model

Six Sigma

1986, an engineer at Motorola named Bill Smith had a problem. Motorola's pagers and mobile phone

Mental Model

Solve Whole Customer Experience

did not build the best computer. He built the best experience of owning a computer. The distinct

Mental Model

Span of Control

many people can one manager actually manage? The question sounds administrative. It is architect

Mental Model

Strategy Tax

company has strategic commitments — the core business model, the platform it protects, the reven

Mental Model

T-Shaped Employees

, CEO of IDEO, gave the concept its clearest articulation in a 2005 essay for Design Management

Mental Model

Team of Teams

2003, General Stanley McChrystal took command of the Joint Special Operations Command in Iraq an

Mental Model

The Third Story

HeenIn 1999, Douglas Stone, Bruce Patton, and Sheila Heen — members of the Harvard Negotiation P

Mental Model

Three Dimensions of Negotiation

people think negotiation is what happens at the table. Two sides, a room, a set of demands, a se

Mental Model

Time Horizon

length of time over which you evaluate a decision changes which decision is rational. Not which

Mental Model

Time Value of Shipping

, VP of Product at Shopify, articulated a principle that experienced operators know intuitively

Mental Model

Trust

The Speed of Trust distilled an observation that every operator knows but few quantify: trust is

Mental Model

Unicorn Candidate

JobsStripe's internal hiring bar, as Patrick Collison has described it repeatedly, reduces to a

Mental Model

Unknown Unknowns

12, 2002, Donald Rumsfeld stood at a Department of Defense press briefing and delivered a senten

Mental Model

Value Chain Analysis

company is not one thing. It is a sequence of activities, each of which adds some portion of the

Mental Model

Value Stream

1950, a Toyota engineer named Taiichi Ohno walked the factory floor and asked a question that wo

Mental Model

Vanity Metrics

2011, Eric Ries published "The Lean Startup" and introduced a term that should have killed the s

Mental Model

Visualization

MinardEdward Tufte's central principle is deceptively simple: the best way to understand complex

Mental Model

Win-Win

and William Ury published Getting to Yes in 1981 and changed how the world negotiates. The book'

Mental Model

Wisdom of Crowd

1906, Francis Galton attended a livestock fair in Plymouth where 787 people paid sixpence each t

Mental Model

Black Box

A black box is a system whose internal workings are hidden or irrelevant: you observe inputs and

Mental Model

Clarke's Third Law

third law: "Any sufficiently advanced technology is indistinguishable from magic." The line appe

Mental Model

Constraint Relaxation

relaxation is a problem-solving move: temporarily drop or loosen a constraint to make a hard pro

Mental Model

Design Pattern

design pattern is a reusable solution to a recurring problem in a context. The term was populari

Mental Model

Divide and Conquer

and conquer is a strategy: break a problem into smaller subproblems of the same kind, solve them

Mental Model

Exponential Backoff

backoff is a retry strategy: after a failure, wait before retrying, and increase the wait each t

Mental Model

Filter Bubble

filter bubble is an information environment shaped by algorithms (and choices) so that you see m

Mental Model

Information Cascade

information cascade occurs when people abandon their private signal and copy the observed action

Mental Model

Look-Then-Leap Rule

look-then-leap rule is an optimal stopping strategy: spend a defined phase gathering information

Mental Model

Mechanism Design

MyersonMechanism design is the reverse of game theory: instead of analysing the outcome of given

Mental Model

Moravec's Paradox

paradox is the observation that the hard problems for humans are often easy for machines, and th

Mental Model

Parallel Processing

processing is doing multiple units of work at the same time instead of one after the other. In c

Mental Model

Recursion

is when a process or structure is defined in terms of itself: a function calls itself, a structu

Mental Model

Adverse Selection

1970, George Akerlof published "The Market for Lemons," a thirteen-page paper that nearly didn't

Mental Model

Bertrand Paradox

1883, the French mathematician Joseph Bertrand reviewed Antoine Augustin Cournot's work on duopo

Mental Model

Bottlenecks

1984, an Israeli physicist named Eliyahu Goldratt published a business novel called The Goal. Th

Mental Model

Coase Theorem

1937, a 27-year-old British economist named Ronald Coase asked a question that no one in his pro

Mental Model

Common Knowledge

Christian Andersen's "The Emperor's New Clothes," every citizen privately knows the emperor is n

Mental Model

Competitive Destruction

once observed that the airline industry has destroyed more shareholder value than it has created

Mental Model

Complements & Substitutes

products are complements when consuming more of one increases demand for the other. They are sub

Mental Model

Conspicuous Consumption

coined the term "conspicuous consumption" in The Theory of the Leisure Class (1899) to describe

Mental Model

Counterfactuals

A counterfactual is a "what if" — a scenario that did not happen but could have. "If Kennedy had

Mental Model

Deadweight Loss

loss is the value that disappears when a market is distorted — the trades that would have happen

Mental Model

Diminishing Utility

first unit of something you consume gives you more satisfaction than the second. The second give

Mental Model

Division of Labour

opened The Wealth of Nations (1776) with a pin factory. One worker making pins from start to fin

Mental Model

Economic Rent

rent is income above opportunity cost. David Ricardo defined it in 1817: farmers pay for land's

Mental Model

Elasticity

responsive is quantity to price? Price elasticity of demand answers that question with a single

Mental Model

Evolutionarily Stable Strategy

introduced the concept in 1973: a strategy that, once adopted by a population, cannot be invaded

Mental Model

Expected Utility Theory

and Morgenstern (1944) formalised rational choice under uncertainty: maximise expected utility,

Mental Model

Free-rider Problem

a benefit is shared and your contribution is hard to observe, the rational move is to contribute

Mental Model

Gresham's Law

two forms of money are legally required to be accepted at the same face value but have different

Mental Model

Income & Substitution Effects

a price changes, demand doesn't just move — it splits. The substitution effect is the shift betw

Mental Model

Keynesian Beauty Contest

Theory (1936), John Maynard Keynes described a newspaper contest: readers pick the six prettiest

Mental Model

Law of Diminishing Returns

more of one input, while holding others fixed, eventually yields smaller and smaller increments

Mental Model

Marginal Cost/Benefit

are made at the margin. The question is never "should we do this at all?" in the abstract — it i

Mental Model

Market Power

power is the ability to set price above marginal cost without losing so much volume that the mov

Mental Model

Market for Lemons Problem

sellers know more about quality than buyers, and buyers can't tell good from bad before purchase

Mental Model

Matthew Effect

rich get richer; the poor get poorer. Success breeds success; failure compounds. The name comes

Mental Model

Perfect Competition

competition is a benchmark: many buyers and sellers, identical products, free entry and exit, fu

Mental Model

Positive & Negative Externalities

externality is a cost or benefit that falls on parties outside a transaction. The buyer and sell

Mental Model

Price Discrimination

discrimination is charging different prices to different customers for the same or similar produ

Mental Model

Public Goods

public good is non-rival and non-excludable. Non-rival: your consumption does not reduce mine. N

Mental Model

Ratchet Effect

A ratchet only turns one way. In economics, the ratchet effect is the tendency for levels of eff

Mental Model

Rent-Seeking

is the use of resources to capture existing value rather than to create new value. Instead of pr

Mental Model

Resource Curse

rich in oil, minerals, or other extractive resources often grow slower, suffer more corruption,

Mental Model

Scarcity Scarcity is the condition that

dition that human wants exceed the means to satisfy them. Not everything can be had in unlimited

Mental Model

Social vs Market Norms

operate in two kinds of exchange: social norms and market norms. Social norms are gift-based, re

Mental Model

Specialization

is the allocation of resources — labour, capital, attention — to a narrow set of activities wher

Mental Model

Spillover Effects

effects are costs or benefits that flow from one activity or decision to parties who are not dir

Mental Model

Sunk Costs Sunk costs are past

ts are past expenditures of time, money, or effort that cannot be recovered. In economic logic,

Mental Model

The Experience Curve

time cumulative output doubles, unit cost falls by a predictable percentage. That is the experie

Mental Model

The Invisible Hand

pursuing their own interest can produce collective outcomes that no one intended. Adam Smith cal

Mental Model

Thinking at the Margin

are made at the margin. The relevant question is not "Is this good or bad in total?" but "What h

Mental Model

Tit-for-tat

first. Then do whatever the other player did last. That is tit-for-tat: one round of cooperation

Mental Model

Trade-offs

choice surrenders something. Trade-offs are the structure of that surrender: to gain X you give

Mental Model

Transaction Costs

do not run for free. Every exchange — buying, selling, contracting, coordinating — consumes reso

Mental Model

Tullock Paradox

people compete for a fixed prize, they can spend more in the aggregate than the prize is worth.

Mental Model

Two-sided Market

A two-sided market has two distinct user groups that need each other: buyers and sellers, riders

Mental Model

Ultimatum Game

Güth / Rolf Schmittberger / Bernd SchwarzeOne party proposes how to split a fixed pie. The other

Mental Model

Utility

is the satisfaction or benefit an agent gets from an outcome. It is not directly observable — we

Mental Model

Winner's Curse

a common-value auction, the object has the same value to everyone, but bidders don't know it. Ea

Mental Model

Zero Price Effect

is not just another price. When the price drops from a small positive amount to zero, demand jum

Mental Model

Zero vs Positive-Sum

: one party's gain equals the other's loss. The pie is fixed. Positive-sum: the pie can grow; bo

Mental Model

Arbitrage

is profiting from a price difference for the same or equivalent asset across markets, with no ne

Mental Model

Asymmetric Upside

upside is a payoff structure where the best-case gain is large relative to the worst-case loss.

Mental Model

Cost of Capital

of capital is the minimum return a company or project must earn to justify using investors' mone

Mental Model

Dollar-Cost Averaging

averaging (DCA) is investing a fixed amount of money at regular intervals regardless of price. Y

Mental Model

Financial Ratios

ratios compress a company's financial statements into comparable, interpretable numbers. They an

Mental Model

Hedging

is taking an offsetting position to reduce the risk of an existing exposure. You own something t

Mental Model

Intrinsic vs Market Value

value is what an asset is worth based on its fundamental ability to generate cash flows or utili

Mental Model

Margin Call

A margin call is the broker's demand that you add collateral or close positions when the value o

Mental Model

Mr. Market

is Benjamin Graham's allegory: a manic-depressive partner who shows up every day and offers to b

Mental Model

Option Value

value is the worth of the right — but not the obligation — to do something later. In finance, an

Mental Model

Position Sizing

sizing is how much of your capital you put in any single bet. It's not which assets to hold — it

Mental Model

Risk-Reward Ratio

ratio is the comparison of what you can gain to what you can lose on a bet. If you risk $1 to ma

Mental Model

Time Value of Money

value of money (TVM) is the principle that a dollar today is worth more than a dollar tomorrow.

Mental Model

Too Tough Basket

too-tough basket is the set of decisions or opportunities you explicitly choose not to make — be

Mental Model

Domain Dependence

in one field does not automatically transfer to another. Domain dependence is the tendency to ap

Mental Model

Efficiency vs Effectiveness

is doing things right; effectiveness is doing the right things. The distinction is operational:

Mental Model

Epidemic Models

models describe how something — a pathogen, a behaviour, a product, an idea — spreads through a

Mental Model

False Cause

cause is the error of inferring that A caused B when the evidence supports only that A and B are

Mental Model

False Positives & False Negatives

A test or decision has four outcomes: true positive (correctly say "yes" when the state is yes),

Mental Model

Hanlon's Razor

attribute to malice that which is adequately explained by incompetence or ignorance. Most bad ou

Mental Model

Hofstadter's Law

"It always takes longer than you expect, even when you take into account Hofstadter's Law." Doug

Mental Model

Hypothesis

A hypothesis is a testable claim about the world. Not a wish, not a vision — a proposition that

Mental Model

ICE Framework

is a prioritisation score: Impact × Confidence × Ease. Rate each dimension (e.g. 1–10), multiply

Mental Model

Law of Narrative Gravity

pull. Once a narrative takes hold, it attracts evidence, attention, and belief. Facts that fit t

Mental Model

Lindy Effect

longer something has survived, the longer it's likely to survive. That's the Lindy effect. A boo

Mental Model

Miles's Law

"Where you stand depends on where you sit." Rufus Miles, a federal budget official, said it in t

Mental Model

Minimum Effective Dose

minimum effective dose (MED) is the smallest input that produces the desired outcome. Borrowed f

Mental Model

Motte and Bailey

motte-and-bailey is a rhetorical move: defend an indefensible claim (the bailey) by retreating,

Mental Model

Murphy's Law

— "anything that can go wrong will go wrong" — is a heuristic for risk and design. Treat it as a

Mental Model

Necessity & Sufficiency

and sufficiency are the two ways a condition can relate to an outcome. A condition is necessary

Mental Model

Observer Effect

observer effect is the change in a system caused by the act of observing or measuring it. In phy

Mental Model

Outcome Blind

evaluation is judging a decision by the quality of the process and the information available at

Mental Model

Poliheuristic Decision Theory

decision theory describes how people actually choose when stakes are high: a two-stage process.

Mental Model

Pre-Mortem Analysis

pre-mortem is a decision exercise: assume the project or decision has already failed, then work

Mental Model

Proxy

A proxy is a stand-in: you use one thing to represent another when the thing you care about is h

Mental Model

Punctuated Equilibrium

equilibrium, from evolutionary biology, describes change that is not smooth: long periods of sta

Mental Model

Randomized Controlled Experiment

A randomized controlled experiment (RCT) is the gold standard for learning whether something cau

Mental Model

Replication Crisis

replication crisis is the discovery that many published research findings do not hold when other

Mental Model

Revealed Preference

people say they want and what they actually choose are often different. Revealed preference is t

Mental Model

Steelmanning

is the practice of strengthening an opposing argument before engaging it. Instead of attacking t

Mental Model

Structure of Scientific Revolutions

does not advance by steady accumulation. It advances in fits: long periods of normal science und

Mental Model

Sturgeon's Law

percent of everything is crap. Theodore Sturgeon, the science-fiction writer, said it when defen

Mental Model

Systems vs Goals

are outcomes you want to hit. Systems are the processes you run that make outcomes more likely.

Mental Model

Thinking Gray

gray is the discipline of not choosing a side too early. Instead of deciding quickly whether som

Mental Model

Tight Coupling

coupling means components in a system depend on each other in rigid, time-sensitive ways. When o

Mental Model

Unforced Error

unforced error is a mistake that was not caused by the opponent or by external pressure — you ha

Mental Model

Via Negativa

often comes from subtraction, not addition. Knowing what to remove — bad habits, unnecessary com

Mental Model

Wright's Law

says that the cost of a unit declines by a consistent percentage every time cumulative productio

Mental Model

10,000 Hour Rule

takes time. Malcolm Gladwell popularised the idea in Outliers: roughly 10,000 hours of practice

Mental Model

80/20 Rule Vilfredo Pareto

o ParetoA small share of causes drives a large share of results. The Pareto principle — the 80/2

Mental Model

Active Recall

information from memory strengthens learning more than re-exposing yourself to it. Active recall

Mental Model

Attention Management

is the bottleneck. You can manage time and still lose the day to fragmentation — meetings, notif

Mental Model

Cognitive Load Theory

memory is limited. Cognitive load theory (CLT), developed by John Sweller and others, says that

Mental Model

Compounding Knowledge

can compound. What you learn today makes the next learning easier: new concepts attach to existi

Mental Model

Desirable Difficulty

that feels easy often leaves little trace. When retrieval is effortless and conditions match the

Mental Model

Feedback Loops Learning requires a loop:

es a loop: act, observe the result, compare to intent, adjust. Without feedback — accurate, time

Mental Model

Feynman Technique

you can't explain it simply, you don't understand it well enough. The Feynman Technique turns th

Mental Model

Grit

is persistence toward long-term goals despite setbacks, boredom, and the temptation to quit. Ang

Mental Model

Growth Mindset

mindset is the belief that ability and intelligence can be developed through effort, strategy, a

Mental Model

Habits

habit is a behaviour that has become automatic — triggered by context or cue with minimal consci

Mental Model

Interleaving

is mixing different types of practice or topics within a session instead of blocking — doing one

Mental Model

Mental Representations

representations are the internal structures you use to perceive, understand, and act on the worl

Mental Model

Mindfulness

is the practice of attending to present-moment experience with openness and without automatic ju

Mental Model

Power of Routine

power of routine is the leverage you get from making repeated behaviours automatic, predictable,

Mental Model

Sleep & Recovery

and recovery are the processes that restore cognitive, emotional, and physical capacity after lo

Mental Model

Algorithms

algorithm is a finite, unambiguous sequence of steps that transforms inputs into outputs. No amb

Mental Model

Anti-patterns

anti-pattern is a recurring solution that looks plausible but backfires: it solves a surface pro

Mental Model

Apophenia

is the tendency to perceive meaningful patterns in random or meaningless data. The brain is a pa

Mental Model

Back-of-envelope Calculation

A back-of-envelope calculation is a quick, approximate computation done with minimal tools — nap

Mental Model

Central Limit Theorem

(CLT) says that the distribution of the sum (or average) of many independent random variables te

Mental Model

Conditional Probability

probability is the probability of an event given that another event has occurred: P(A|B) = P(A a

Mental Model

Confounding Factor

A confounding factor (confounder) is a variable that influences both the supposed cause and the

Mental Model

Gambler's Ruin

ruin is the mathematical certainty that a player with finite capital playing against a house (or

Mental Model

Inflection Point

inflection point is the moment when the rate of change itself changes — the curve stops bending

Mental Model

J-Curve

is the shape of outcomes when things get worse before they get better. Performance drops, then r

Mental Model

Law of Large Numbers

law of large numbers says that as you repeat a random experiment more and more times, the averag

Mental Model

Law of Small Numbers

law of small numbers is a cognitive bias: we treat small samples as if they were large. We see p

Mental Model

Long Tail

long tail is the large number of low-volume items that collectively can match or exceed the sale

Mental Model

Major vs Minor Factors

vs minor factors is the discipline of separating what actually moves the outcome from what doesn

Mental Model

Monte Carlo Fallacy

fallacy — also called the gambler's fallacy — is the belief that past independent outcomes chang

Mental Model

Monte Carlo Simulation

ław Ulam / John von NeumannMonte Carlo simulation estimates outcomes by running many random tria

Mental Model

Multiplying by Zero

a chain of multiplicative factors, one zero makes the product zero. Revenue = traffic × conversi

Mental Model

Order of Magnitude

of magnitude is the size of something expressed as a power of ten. Is it 10, 100, 1,000, or 10,0

Mental Model

Outliers

are observations that lie far from the bulk of the data — the extreme values that don't fit the

Mental Model

Queuing Theory

theory is the study of waiting lines: how jobs, requests, or customers arrive, how they are serv

Mental Model

Randomness

is the absence of a deterministic pattern: outcomes that cannot be predicted with certainty from

Mental Model

Reference Class Forecasting

class forecasting answers a single question: when projects like this one were attempted, what ac

Mental Model

Scale

is the relationship between size and outcome: how do cost, performance, or value change as you m

Mental Model

Scenario Analysis

analysis replaces a single forecast with a small set of distinct futures — typically base, upsid

Mental Model

Scope Neglect

neglect is the failure to adjust judgment or willingness to pay when the scale of the problem ch

Mental Model

Sensitivity Analysis

analysis asks: when we change one input, how much does the output change? It identifies which as

Mental Model

Simpson's Paradox

paradox is the reversal of a trend or comparison when data are aggregated versus when they are s

Mental Model

Standard Deviation & Normal Distribution

deviation measures spread: how far outcomes typically are from the average. If the mean is 100 a

Mental Model

Alliances

are formal or informal coalitions formed when the cost of going alone exceeds the cost of sharin

Mental Model

Appeasement

is the strategy of conceding to an adversary's demands in the hope that satisfaction will reduce

Mental Model

Arms Races

arms race is a competitive spiral in which rivals invest in capability to match or exceed each o

Mental Model

Attrition Warfare

warfare is the strategy of winning by exhausting the enemy's resources — men, materiel, morale,

Mental Model

Beachhead

A beachhead is a small, secured position from which to launch a larger advance. In military use,

Mental Model

Brute Force Solution

A brute force solution is one that achieves the objective by applying overwhelming resources rat

Mental Model

Burn the Boats

retreat so advance is the only option. The image comes from legend: a general lands on hostile s

Mental Model

Carrot & Stick

and punishment shape behaviour. The carrot induces compliance by offering gain; the stick enforc

Mental Model

Choke Point

A choke point is a narrow passage through which flow must go. Control it and you control the flo

Mental Model

Cold War

A cold war is sustained rivalry without full-scale hot war. Two or more powers compete for influ

Mental Model

Containment

is the strategy of limiting a rival’s expansion without seeking total victory. You don’t invade

Mental Model

Counterinsurgency

(COIN) is the fight against an insurgency — a weaker party that refuses conventional battle and

Mental Model

Defense in Depth

in depth is the use of multiple, layered barriers so that a single failure doesn't compromise th

Mental Model

Deterrence Effect

is the use of credible threat to persuade an opponent not to act. You do not have to fight if th

Mental Model

Discipline

is the capacity to act in line with your goals and standards despite temptation, fatigue, or sho

Mental Model

Empty Fort Strategy

fort strategy is appearing strong when you are weak: leaving the gates open, the walls undefende

Mental Model

Exit Strategy

strategy is the plan for how you stop: how you withdraw from a position, a commitment, or a conf

Mental Model

Guerilla Warfare

warfare is the strategy of the weaker side: avoid pitched battle, strike where the strong cannot

Mental Model

Intelligence

is the collection, analysis, and use of information to understand an opponent, environment, or s

Mental Model

Lead Domino

lead domino is the one piece that, when tipped, knocks over the rest. In strategy it is the sing

Mental Model

Potemkin Village

village is a façade: something built or staged to look impressive while hiding the lack of subst

Mental Model

Proxy War

A proxy war is a conflict in which two or more major powers compete through surrogates rather th

Mental Model

Shock & Awe

and awe is the strategy of achieving rapid dominance by overwhelming the opponent with speed, sc

Mental Model

Swarming

is coordinated action by many dispersed units that converge on a target or objective without cen

Mental Model

Turning Movement

A turning movement is an attack that avoids the opponent's strength by going around it — not nec

Mental Model

Two-Front War

A two-front war is fighting two separate opponents or commitments at once — and losing the advan

Mental Model

Win Without Fighting

win without fighting is to achieve your objective by making the opponent concede, withdraw, or a

Mental Model

Winning Hearts & Minds

hearts and minds is the strategy of securing lasting support from a population or group by addre

Mental Model

Activation Energy

do not start the instant ingredients touch. They need a minimum energy input — activation energy

Mental Model

Autocatalysis

an autocatalytic reaction, the product of the reaction speeds up the reaction itself. The output

Mental Model

Bullwhip Effect

changes in demand at the consumer end of a supply chain amplify as they move upstream. Retailers

Mental Model

Butterfly Effect

small change in initial conditions can produce a large change in outcome. The metaphor — a butte

Mental Model

Catalysis

A catalyst speeds a reaction without being consumed. It lowers the activation energy — the barri

Mental Model

Center of Gravity

von ClausewitzIn physics, the center of gravity is the point at which an object's mass can be co

Mental Model

Chain Reaction

A chain reaction is a sequence in which each step triggers the next. One event causes another, w

Mental Model

Chaos Theory

theory studies deterministic systems that are nonetheless unpredictable in practice. The equatio

Mental Model

Competition

is the struggle for limited resources. In ecology, species compete for food, space, and mates; t

Mental Model

Cooperation In biology, symbiosis is th

iosis is the living together of different species in a way that affects one or both. Mutualism i

Mental Model

Dunbar's Number

brains can maintain only so many stable social relationships. Robin Dunbar proposed a ceiling: r

Mental Model

Ecosystems

ecosystem is a set of actors that depend on one another for survival and growth. In nature, spec

Mental Model

Equilibrium

is the state where opposing forces balance and the system has no tendency to change unless distu

Mental Model

Exaptation

is the use of a trait or technology for a function other than the one it evolved or was designed

Mental Model

Filling a Vacuum

abhors a vacuum; so do markets and organisations. Where there is unmet demand, unserved need, or

Mental Model

Frame of Reference

and judgments depend on where you stand. In physics, velocity and position are relative to a fra

Mental Model

Friction & Viscosity

resists motion; viscosity is resistance to flow. In physics, friction opposes relative motion be

Mental Model

Half-life

is the time for half of something to decay or disappear. In physics, it describes radioactive is

Mental Model

Hedonic Treadmill

adapt to their circumstances. A raise or a new car boosts happiness for a while, then baseline r

Mental Model

Heisenberg Uncertainty Principle

cannot know both the position and the momentum of a particle with arbitrary precision. The more

Mental Model

Hierarchical Organisation

systems achieve coordination through layered structure: authority, information, and tasks flow a

Mental Model

Homeostasis

that persist do so by staying within viable bounds. Homeostasis is the set of mechanisms that de

Mental Model

Irreversibility

changes cannot be undone. Irreversibility is the property that certain processes run one way: ti

Mental Model

Niches

A niche is a subset of the environment where specific conditions allow a subset of players to su

Mental Model

Reciprocity For every action there is

there is an equal and opposite reaction. Newton's third law is reciprocity in mechanics: forces

Mental Model

Relativity

and judgments depend on the frame from which they're observed. Relativity in physics — Einstein'

Mental Model

Scale & Limits

that work at one size often break or bend at another. Scale and limits is the principle that sys

Mental Model

Signalling & Countersignalling

is the use of observable actions or traits to convey information that would otherwise be hard to

Mental Model

Tendency to Minimize Energy Output

— physical, biological, and organisational — tend toward states that require less energy to main

Mental Model

Velocity

is rate of change with direction — how fast you're moving and where. In physics it's displacemen

Mental Model

Burden of Proof

must prove what? Burden of proof answers that question. The party making a claim bears the oblig

Mental Model

Cargo Cults

the surface without the substance produces ritual, not results. Cargo cults take their name from

Mental Model

Cave of Plato

we take for reality can be shadows on a wall. In Plato's Republic, prisoners are chained in a ca

Mental Model

Chilling Effect

A chilling effect occurs when the threat of legal action, retaliation, or sanction causes people

Mental Model

Consequentialism

right action is the one that produces the best outcome. Consequentialism judges acts (or rules,

Mental Model

Due Process

a decision is made can matter as much as what is decided. Due process is the requirement that de

Mental Model

Effective Altruism

the most good you can with what you have. Effective altruism (EA) applies evidence and reason to

Mental Model

Ethos Pathos Logos

runs on three rails: who you are, what they feel, and what you can prove. Aristotle distinguishe

Mental Model

Golden Rule

— treat others as you would have them treat you — is a reciprocity norm found across traditions:

Mental Model

Good Faith

honestly; don't exploit the letter while violating the spirit. Good faith is the obligation to a

Mental Model

Historic Recurrence

doesn't repeat, but it rhymes. Historic recurrence is the observation that similar patterns — bo

Mental Model

Importance of Geography

shapes outcome. Geography — location, terrain, climate, resources, neighbours — constrains and e

Mental Model

Inclusive Economic & Political Institutions

institutions spread power and opportunity. They enforce property rights for a broad cross-sectio

Mental Model

Nuclear Option

nuclear option is an action so costly or destructive that it is rarely used — but the threat of

Mental Model

Precedents

A precedent is a past decision or outcome that is used to guide or justify a current one. In law

Mental Model

Regulatory Capture

capture occurs when a regulator comes to serve the interests of the industry it oversees rather

Mental Model

Secrets

secret, in Peter Thiel's formulation, is something important that is true but not widely believe

Mental Model

Ship of Theseus

of Theseus is a thought experiment: if you replace every plank of a ship, one by one, is it stil

Mental Model

Shirky Principle

, named after Clay Shirky: "Institutions will try to preserve the problem to which they are the

Mental Model

The Overton Window

window is the range of ideas that are acceptable to discuss in public at a given time. Named aft

Mental Model

The Trolley Experiment

trolley problem is a thought experiment: a runaway trolley will kill five people unless you pull

Mental Model

Utilitarianism

is the view that the right action is the one that produces the greatest total well-being (utilit

Mental Model

Veil of Ignorance

veil of ignorance is a thought experiment from John Rawls: when designing the rules of society (

Mental Model

Attention Residue

2009, Sophie Leroy at the University of Minnesota published a paper that should have restructure

Mental Model

Availability Cascade

1999, Timur Kuran and Cass Sunstein published a paper that explains half of what goes wrong in p

Mental Model

Backfire Effect

2010, Brendan Nyhan and Jason Reifler published a study that broke a fundamental assumption abou

Mental Model

Big Five Personality Traits

1992, Paul Costa and Robert McCrae published the NEO Personality Inventory — Revised, and person

Mental Model

Bounded Rationality

introduced bounded rationality in 1955 and won the Nobel Prize in Economics for it in 1978. The

Mental Model

Chesterton's Fence

: "Don't ever take a fence down until you know the reason it was put up." Before removing a rule

Mental Model

Classical Conditioning

(1890s): a neutral stimulus paired with an unconditioned stimulus becomes a conditioned stimulus

Mental Model

Commitment & Consistency

principle: people want to be consistent with their past commitments. Foot-in-the-door — a small

Mental Model

Conformity

1951, Solomon Asch put seven people in a room and showed them a line on a card. He then showed t

Mental Model

DISC Model

GeierIn 1928, William Marston published Emotions of Normal People, proposing four behavioural st

Mental Model

Delayed Gratification

1970, Walter Mischel sat four-year-olds down at a table at Stanford's Bing Nursery School and pl

Mental Model

Denial

Kübler-RossIn 1975, a 24-year-old Kodak engineer named Steven Sasson built the first digital cam

Mental Model

Ego Depletion

1998, Roy Baumeister ran an experiment that reshaped how psychologists think about self-control.

Mental Model

Embodied Cognition

and Johnson's framework: thought is shaped by the body. We "grasp" ideas, "warm" to people, give

Mental Model

Essentialism

2014, Greg McKeown published Essentialism: The Disciplined Pursuit of Less — a book whose subtit

Mental Model

Gambler's Fallacy

18, 1913, at the Monte Carlo Casino, the roulette wheel landed on black. Then black again. And a

Mental Model

Golem Effect

1968, Robert Rosenthal and Lenore Jacobson ran an experiment at a San Francisco elementary schoo

Mental Model

Hippo Problem

: the tendency to defer to the most senior person in the room, regardless of data. Avinash Kaush

Mental Model

Hyperbolic Discounting

discount future rewards more than exponential discounting predicts. $100 today vs $110 tomorrow

Mental Model

Illusion of Control

1975, Ellen Langer ran a deceptively simple experiment at Yale. She sold lottery tickets to offi

Mental Model

Illusory Truth Effect

ToppinoIn 1977, Lynn Hasher, David Goldstein, and Thomas Toppino ran an experiment that should h

Mental Model

Intrinsic vs Extrinsic Motivation

and Richard Ryan's Self-Determination Theory identifies three innate psychological needs that dr

Mental Model

Intuition

1 is fast, automatic, pattern-based. It does not deliberate. It recognises. Intuition is compres

Mental Model

Irrational Escalation

cost fallacy in action: doubling down on failing projects to justify past investment. Barry Staw

Mental Model

Learned Helplessness

1967, Martin Seligman and Steven Maier ran an experiment at the University of Pennsylvania that

Mental Model

Maslow's Hierarchy

published "A Theory of Human Motivation" in 1943 and proposed five levels of need: physiological

Mental Model

Mental Accounting

(1985): people treat money differently based on where it came from or what it's for. Lottery win

Mental Model

Motivation

is the force that drives behaviour. Victor Vroom's Expectancy Theory (1964) distils it into thre

Mental Model

Neglect of Probability

don't evaluate risk by computing probabilities. They evaluate risk by imagining outcomes. The mo

Mental Model

Nudging

and Sunstein (2008): small changes in choice architecture that alter behaviour without restricti

Mental Model

Overthinking

Bezos / Reed HastingsAnalysis paralysis is excessive rumination that impairs decision-making. Th

Mental Model

Pattern Matching

are pattern-seeking machines. We see faces in clouds, conspiracies in randomness. The brain comp

Mental Model

Placebo Effect

creates physiological change. Sugar pills reduce pain when patients believe they're medicine — n

Mental Model

Priming

to a stimulus influences response to a subsequent stimulus. Bargh's elderly-walking study (1997)

Mental Model

Reactive Devaluation

(1995): proposals are devalued because of who proposed them. The same deal from an adversary is

Mental Model

Risk Compensation

1975, University of Chicago economist Sam Peltzman published a study that infuriated the safety

Mental Model

Scout Mindset

spent a decade studying why some people update their beliefs when confronted with evidence and o

Mental Model

Selective Perception

perceive what we expect or want to see. The same data supports opposing conclusions. Confirmatio

Mental Model

Sensemaking

: how people make sense of ambiguous situations. Sensemaking is retrospective — we understand wh

Mental Model

Seven Deadly Sins

the GreatPride, greed, wrath, envy, sloth, gluttony, lust — Pope Gregory the Great codified thes

Mental Model

Stereotyping

generalized beliefs about a group to individuals. The brain's compression algorithm — efficient

Mental Model

Suggestibility

tendency to accept and act on suggestions from others. Children are highly suggestible; adults l

Mental Model

Tribalism

favouritism and out-group hostility. We evolved in tribes; us vs them is default. The brain does

Mental Model

Variable Reinforcement

put pigeons in boxes and gave them food pellets for pressing a lever. When the pellet came every

Mental Model

Zeigarnik Effect

1927, Bluma Zeigarnik was sitting in a Viennese café with her doctoral adviser, Kurt Lewin, when

Mental Model

Automation

is the use of technology to perform tasks with minimal human intervention. The goal is to increa

Mental Model

Backup System Model

A backup system is a parallel capability that takes over when the primary fails. The model is si

Mental Model

Breakpoints

A breakpoint is a value or condition at which system behaviour changes discontinuously. Below th

Mental Model

Causal Loops Diagrams

loop diagrams (CLDs) map how variables influence each other over time. Each arrow is a causal li

Mental Model

Churn

is the rate at which customers, users, or subscribers leave. It is the outflow in a stock-and-fl

Mental Model

Counterparty Risk

risk is the risk that the other party to a contract, trade, or dependency will not fulfil their

Mental Model

Fail-safes

A fail-safe is a mechanism that defaults to a safe state when something goes wrong. Failure of a

Mental Model

Friction

is resistance to motion or change. In physics it opposes movement; in systems it opposes flow —

Mental Model

Hysteresis

is when the state of a system depends not only on current conditions but on its history. The pat

Mental Model

Interdependence

means that parts of a system depend on each other. Change in one part affects others; those effe

Mental Model

Irreducibility

means the whole cannot be fully explained or predicted from the parts alone. The system has prop

Mental Model

Le Chatelier's Principle

principle says: when a system at equilibrium is disturbed by a change in condition (temperature,

Mental Model

Normal Accidents

accident theory, from Charles Perrow, says that in systems that are both complex (many parts int

Mental Model

Optimization

is improving a system toward a defined objective — making a chosen variable as good as possible

Mental Model

Paradox of Automation

paradox of automation: the more reliable and capable the automated system, the less practice hum

Mental Model

Quality Control

control is the set of activities that ensure output meets a defined standard — detection, measur

Mental Model

Redundancy

is duplicate capacity or parallel paths so that if one element fails, the system can still funct

Mental Model

Refactoring

is changing the internal structure of a system without changing its external behaviour — improvi

Mental Model

Reflexivity

is the two-way causal link between belief or perception and reality: beliefs change behaviour, b

Mental Model

Slack

is spare capacity — time, resources, or optionality — that is not committed to the current plan.

Mental Model

Standard Operating Procedure

A standard operating procedure (SOP) is a documented, repeatable sequence of steps for a defined

Mental Model

Stress Testing

testing is deliberately subjecting a system to extreme or adverse conditions to see how it behav

Mental Model

The Critical Few

critical few are the small number of factors, people, or actions that drive the majority of outc

Mental Model

The Experimental Mindset

experimental mindset is the habit of treating beliefs as hypotheses and the world as testable. I

Mental Model

10 Ways to Evaluate Market

A structured checklist of ten dimensions to assess whether a market is worth entering or scaling

Mental Model

5 W's and 1HWho, What, When,

, Why, and How: six questions that force a complete brief. Applied to any initiative, product, o

Mental Model

Accumulation

compound when small, repeatable gains stack over time — users, data, reputation, capability. Acc

Mental Model

Alternative Dispute Resolution

(mediation, arbitration, negotiation) resolves conflict outside courts. The idea: faster, cheape

Mental Model

Alternatives

choice is made against alternatives — the other options you could take. Thinking in alternatives

Mental Model

Amplification

is using existing reach or mechanisms to multiply the impact of a message, product, or action. O

Mental Model

Attention

is the scarce resource: people have limited focus and time. Winning it means being relevant, sal

Mental Model

BANTBANT is a sales qualification framework:

, Authority, Need, and Timeline. Before investing in a deal, confirm the prospect has money to s

Mental Model

Baker's Dozen

dozen is the practice of giving 13 when 12 is expected — deliberate overdelivery. In business it

Mental Model

Barriers to Purchase

to purchase are anything that blocks or slows a buyer from completing a transaction: friction (s

Mental Model

Basketball Politics

politics is the dynamic where a few people have the ball (information, decisions, access) and ot

Mental Model

Best Content Involves Red Pill"Best content

involves red pill" means the most effective content often challenges what the audience assumes —

Mental Model

Buffer

A buffer is capacity or time held in reserve so the system can absorb variation without failing.

Mental Model

Call to Action

A call to action (CTA) is the explicit instruction that tells the audience what to do next: sign

Mental Model

Channel Evaluation Framework

A channel evaluation framework is a structured way to assess and compare acquisition channels: w

Mental Model

Channel vs Product-led Growth

growth uses sales, partnerships, or paid acquisition to get the product in front of buyers; prod

Mental Model

Compromise Effect

compromise effect is the tendency to prefer a middle option when choices are ordered by some dim

Mental Model

Confirming Conversations

conversations are exchanges that validate what you already believe or want to hear — "yes, that'

Mental Model

Conjoined Triangles of Success

of Success is a satirical framework from Silicon Valley (HBO): two triangles representing "Failu

Mental Model

Contrast Is Drug

is drug: the human brain is wired to notice and remember difference — before vs after, old vs ne

Mental Model

Controversy

is disagreement or provocation that triggers strong reaction — approval or outrage — and often s

Mental Model

Core Human Drives

human drives are the deep motivations that shape behavior: survival, belonging, status, meaning,

Mental Model

Cost

is what you give up to get something — money, time, attention, optionality. In building and scal

Mental Model

Critical Assumptions

assumptions are the beliefs that must hold for your strategy or bet to work — "customers will pa

Mental Model

Customer Buying Journey

customer buying journey is the path from first awareness to purchase and beyond: awareness → con

Mental Model

Customer Hunting Types

hunting types are the different ways you go to market to acquire customers: outbound (you reach

Mental Model

Customer Personas

personas are archetypal descriptions of who you're selling to — a named, concrete profile (e.g.

Mental Model

Damaging Admission

A damaging admission is when you voluntarily surface a weakness, limitation, or failure that the

Mental Model

Demonstration

is showing the product or outcome in action so the prospect sees the result rather than just hea

Mental Model

Desire

is the want that precedes action — the pull toward an outcome, identity, or experience. In busin

Mental Model

Distribution Channel

A distribution channel is the path through which your product or message reaches the customer —

Mental Model

Double Down on Strengths

down on strengths means investing more in what already works and where you’re already strong, in

Mental Model

Duplication

is scaling by replicating a working unit — the same process, format, or model — in new contexts.

Mental Model

Economic Values

values are the forms of value a business can create and capture — not just product for money, bu

Mental Model

Education-Based Selling

selling is leading with useful information and insight so the prospect learns something before y

Mental Model

End Result

result is the outcome you’re building toward — the customer state, the metric, the moment that d

Mental Model

Exclusivity

is the perception that an offer, access, or identity is limited — by invitation, capacity, quali

Mental Model

Expectation Effect

expectation effect is the tendency for expectations — what we believe will happen — to influence

Mental Model

Force Multiplier

A force multiplier is a factor that amplifies the output of a given input — tools, people, proce

Mental Model

Four Pricing Methods

pricing methods frame how you set price: cost-plus (markup on cost), competitive (match or beat

Mental Model

Get Shit Done

shit done (GSD) is the bias toward execution over planning: ship, learn, and fix rather than per

Mental Model

Go-For-It Window

go-for-it window is the period when conditions align to make a bold move — market, team, capital

Mental Model

Hassle Premium

hassle premium is the extra willingness to pay when you remove friction, complexity, or effort f

Mental Model

Incremental Augmentation

augmentation is improving a product, process, or system in small, additive steps rather than big

Mental Model

Institutional Knowledge

knowledge is the collective know-how that lives in people, practices, and context — how things r

Mental Model

Intermediation & Disintermediation

is the insertion of a middle layer between producer and consumer (e.g. distributor, marketplace,

Mental Model

Levels of Awareness

of awareness describe where the prospect is in relation to their problem and your solution: unaw

Mental Model

Loyalists vs Mercenaries

are people (customers, employees, partners) who stay for mission, relationship, or identity; mer

Mental Model

Major Acquisition Lanes

acquisition lanes are the primary channels or motions that bring customers in — paid, organic, r

Mental Model

Managing to Person

report is different — in skill, motivation, and context. Managing to the person means adjusting

Mental Model

Mercenary Rule

mercenary rule: if you pay people only for output and give them no stake in the outcome, they be

Mental Model

Most Underrated Marketing Channel

most underrated marketing channel is the one your competitors ignore or undervalue — not the fla

Mental Model

Most Value Created After V1The first

version ships the idea; the real value is built in every iteration that follows. V1 proves the c

Mental Model

Multiplication

is creating value that scales with more of the same input — each unit of effort or asset produce

Mental Model

Next Best Alternative

next best alternative is what the other party would do if they didn’t choose you — their best op

Mental Model

Option Fatigue

fatigue is the paralysis that sets in when a customer or decision-maker faces too many choices.

Mental Model

Paradox of Specificity

paradox of specificity: the more narrowly you define who you’re for and what you do, the more st

Mental Model

Permission

is the right to ask for attention, time, or action — granted when you’ve earned trust or deliver

Mental Model

Persuasion Resistance

resistance is the pushback people feel when they sense they’re being sold or manipulated — they

Mental Model

Predictability

is the degree to which outcomes, behaviour, or process can be relied on — same inputs yield same

Mental Model

Preoccupation

is the state of being mentally occupied by something else — so that attention and capacity for t

Mental Model

Price Transition Shock

transition shock is the negative reaction — surprise, resistance, churn — when a customer faces

Mental Model

Pricing Uncertainty Principle

pricing uncertainty principle: you cannot fully know both the true value to the customer and the

Mental Model

Probable Purchaser

A probable purchaser is the person most likely to buy — not everyone who could, but the narrow s

Mental Model

Prototype

A prototype is a rough, early version built to test an idea before committing full resources. It

Mental Model

Psych Framework Customer Buying Journey

maps the customer buying journey through psychological stages — not just funnel steps. At each s

Mental Model

Qualification

is the process of checking whether a prospect has need, authority, budget, and timeline to buy —

Mental Model

Quality

is fitness for purpose taken to its extreme — the standard where every detail serves the user an

Mental Model

Quality Signals

signals are the visible cues that communicate a product or brand's standard before the buyer can

Mental Model

Reactivation

is winning back users or customers who have gone dormant — stopped using, stopped buying, or lap

Mental Model

Receptivity

is how open a person is to your message or offer at a given moment — attention, readiness, and w

Mental Model

Relative Importance Testing

importance testing measures how much each factor (feature, attribute, message) drives choice or

Mental Model

Reputation

is what others believe about you based on past behaviour — a summary of trust built or broken ov

Mental Model

Risk Reversal

reversal is shifting risk from the buyer to the seller — guarantees, free trials, money-back off

Mental Model

Social Status

status is one's relative position in a hierarchy that others care about. People seek to gain or

Mental Model

Sphere of Influence

of influence is the set of people, decisions, and outcomes you can actually affect. It's bounded

Mental Model

Strategic vs Financial Acquisition

buy companies for two broad reasons: strategic (capability, market, synergy) or financial (cash

Mental Model

Surfing

is the metaphor for riding a wave of change — technology, regulation, or demand — rather than fi

Mental Model

Systemization

is turning one-off or ad hoc work into repeatable processes, checklists, and standards so the ou

Mental Model

Technology Adoption Lifecycle

technology adoption lifecycle segments customers by when and why they adopt something new: innov

Mental Model

Three Universal Currencies

money, people and organisations trade in time and attention. Time is finite and irreplaceable; a

Mental Model

Throughput

is the rate at which a system produces its desired output — units shipped, deals closed, feature

Mental Model

Transaction

A transaction is a discrete exchange — something of value moves from one party to another in ret

Mental Model

Triage

is sorting items (tasks, opportunities, customers) by urgency and impact so you allocate limited

Mental Model

Value-Based Selling

selling prices and pitches based on the value the buyer receives, not the cost to deliver. A too

Mental Model

Version Two is Lie"Version Two" is

a lie because it rarely arrives as promised. When teams say "we'll fix it in V2," they're using

Mental Model

Weekly 1-1s

one-on-ones are a cadence: a fixed, recurring slot for each report to talk with their manager. T

Mental Model

Weird > Average

beats bland competence. "Weird" here means recognisably different — a clear point of view, a nar

Mental Model

Zero Tolerance

tolerance means no exceptions for certain behaviours or standards: one violation is one too many

Mental Model

Average Rule

multiple independent estimates or signals bear on the same quantity, combining them (e.g. by ave

Mental Model

Belady's Algorithm

algorithm (MIN or OPT) is the optimal offline page-replacement policy for a cache: evict the pag

Mental Model

Binary Search

search finds a target in a sorted sequence by repeatedly halving the search space: compare to th

Mental Model

Godwin's Law

: "As an online discussion grows longer, the probability of a comparison involving Nazis or Hitl

Mental Model

Interrupt Coalescing

coalescing batches multiple interrupt triggers into a single handling event. Instead of the CPU

Mental Model

Lagrangian Relaxation

relaxation turns a hard constrained problem into a sequence of easier ones: move constraints int

Mental Model

Laplace's Law

rule (or rule of succession) estimates the probability of an event that has occurred k times in

Mental Model

Least Recently Used

(Least Recently Used) is a cache eviction policy: when the cache is full, evict the item that wa

Mental Model

Multiplicative Rule

multiplicative rule says that for independent events, the probability of all occurring is the pr

Mental Model

Optimization Algorithms

algorithms search for the best solution in a space of possibilities: maximise reward or minimise

Mental Model

Packet Switching

switching sends data in small, discrete packets that can be routed independently across a shared

Mental Model

Scheduling & Prioritization

and prioritisation algorithms determine the order in which tasks are processed when resources ar

Mental Model

Sorting Algorithms

puts a sequence in order (e.g. by value or key). Different algorithms trade off time, space, and

Mental Model

Statistical Learning

learning is the framework for learning from data: choose a model class, define loss, and fit by

Mental Model

The Copernican Principle

principle says: don't assume a privileged position. We're not at a special time or place in the

Mental Model

The Gittens Index

index assigns a single number to each arm in a multi-armed bandit problem (with geometric discou

Mental Model

Threshold Rule

A threshold rule is a decision rule that triggers an action when a quantity crosses a level: "if

Mental Model

Upper Confidence Bound

(Upper Confidence Bound) is a simple policy for the multi-armed bandit: for each arm, compute an

Mental Model

Zawinski's Law

law (Jamie Zawinski, Netscape/Mozilla): "Every program attempts to expand until it can read mail

Mental Model

Abdication of Responsibility

of responsibility occurs when a party with decision rights or obligations shifts blame, cost, or

Mental Model

Bribery

is the use of payment or favours to distort a decision in the payer's favour. In economics it ap

Mental Model

Cancer Surgery Formula

cancer surgery formula is a decision heuristic: cut out the bad with clean margins and do not tr

Mental Model

Cap-and-trade Systems

is a market-based policy that sets a total limit (cap) on emissions or use of a resource and iss

Mental Model

Controlling the Center

the center is a strategic idea from chess and game theory: the player who dominates the central

Mental Model

Cooperative/Non-cooperative

game theory, games are cooperative when players can make binding agreements and share payoffs; t

Mental Model

Costs: Sunk/Transaction/Switching/Search

cost types shape decisions and markets. Sunk costs are already spent and irrecoverable — they sh

Mental Model

Factors of Production

requires inputs: in economics these are labour, capital, land, and often entrepreneurship. Labou

Mental Model

GDPGDP is the total value

oduct) is the total value of final goods and services produced in an economy over a period — usu

Mental Model

Game Theory: Combinatorial

game theory studies games with a finite set of positions, perfect information, and no chance — e

Mental Model

Game Theory: Discrete & Continuous

discrete games, players choose from a finite set of actions (e.g. cooperate or defect, enter or

Mental Model

Game Theory: Evolutionary

game theory studies how strategies spread in a population when payoffs determine reproductive or

Mental Model

Game Theory: Infinitely Long

a game is repeated indefinitely (no known last period), the set of equilibria expands. In the on

Mental Model

Game Theory: Mean Field

game theory studies settings with very many players where each player's payoff depends on their

Mental Model

Game Theory: Metagames

A metagame is a game about which game to play — or how to change the rules, the players, or the

Mental Model

Game Theory: Perfect & Imperfect Information

von Neumann / Oskar MorgensternIn perfect-information games, every player knows the full history

Mental Model

Game Theory: Pooling Games

signalling games, different "types" (e.g. high vs low quality) can send the same signal — a pool

Mental Model

Game Theory: Stochastic Outcomes

many games, the link between strategy and outcome is probabilistic: you choose an action, but th

Mental Model

Inflation

is a sustained rise in the general level of prices — the value of money in terms of goods falls.

Mental Model

Iron Law of Civilization

"iron law" (in some formulations) is that civilisation advances when the returns to productive b

Mental Model

NIMBYNIMBY — "Not In My Back

" — is the pattern where people support a policy or project in the abstract but oppose it when i

Mental Model

One Variable"One variable" thinking is the

discipline of changing or analysing one factor at a time while holding others constant — the exp

Mental Model

Product Lifecycle

product lifecycle is the sequence from introduction through growth, maturity, and decline. Deman

Mental Model

Purchasing Power Parity

power parity (PPP) is the idea that, in the long run, exchange rates should move so that a given

Mental Model

Seizing the Middle

the middle means positioning at the centre of a value chain or network so that participants on e

Mental Model

Simultaneous/Sequential

— in markets, negotiations, or competition — are either simultaneous (players act without knowin

Mental Model

Symmetry of Ignorance

symmetry of ignorance holds that in complex or novel problems, no single participant — designer,

Mental Model

TANSTAAFLTANSTAAFL — "There Ain't No Such

A Free Lunch" — is the principle that every benefit has a cost, even when it isn't visible. Some

Mental Model

Tiered Pricing

pricing offers a product or service at multiple price-and-feature levels so that different custo

Mental Model

3-6-3 Rule

3-6-3 Rule is the old banking joke: borrow at 3%, lend at 6%, and be on the golf course by 3pm.

Mental Model

AD-AS Model

(Aggregate Demand–Aggregate Supply) model is the standard macroeconomic framework for understand

Mental Model

Cockroach Theory

cockroach theory holds that when you see one piece of bad news, there are almost certainly more

Mental Model

Double Entry Accounting

entry accounting is the system in which every financial transaction is recorded in at least two

Mental Model

Fisher Effect

states that the nominal interest rate equals the real interest rate plus expected inflation: i =

Mental Model

Luxury Paradox

luxury paradox is that for certain goods, higher prices increase rather than decrease demand — t

Mental Model

Minsky Moment

is the sudden collapse of asset prices after a long period of growth fuelled by increasing specu

Mental Model

Negative Returns

returns describe the zone beyond diminishing returns where additional input actively makes the o

Mental Model

Pari-Mutuel System

a pari-mutuel system, all bets are pooled together and the payout is determined by the share of

Mental Model

Penny Problem Gap

penny problem gap is the disproportionate behavioural cliff between free and any positive price

Mental Model

Phillips Curve

PhelpsThe Phillips Curve describes the observed inverse relationship between unemployment and in

Mental Model

Say's Law

— "supply creates its own demand" — holds that the act of producing goods generates the income n

Mental Model

Agenda-Setting Theory

theory (Maxwell McCombs and Donald Shaw, 1972) holds that media may not tell people what to thin

Mental Model

Backwards Law

"backwards law" (often associated with Alan Watts and popularised in modern writing) is the idea

Mental Model

Bias Against Null Results

against null results is the systematic tendency to undervalue, ignore, or suppress findings that

Mental Model

Brandolini's Law

(the "bullshit asymmetry principle") states that the amount of energy needed to refute nonsense

Mental Model

Chimpanzee Test

is a simplicity heuristic: if you can't explain a concept clearly enough that someone with no do

Mental Model

Controlled Placebo

A controlled placebo is the practice of comparing an intervention against an inert baseline (the

Mental Model

Cunningham's Law

(attributed to Ward Cunningham, inventor of the wiki) states that the best way to get the right

Mental Model

Elon Musk's Law

(informal) is the principle that physics is the law, everything else is a recommendation. If som

Mental Model

Gate's Law

(often attributed to Bill Gates, closely related to Amara's Law) holds that we overestimate what

Mental Model

Hotel Bathroom Principle

is a heuristic: if the visible details are wrong, the hidden ones are likely worse. If a hotel b

Mental Model

Law of Large Numbers

of Truly Large Numbers states that with a large enough sample, any outrageous thing is likely to

Mental Model

Meta-Analysis

is the practice of combining results from multiple independent studies to find stronger, more re

Mental Model

Necessary Repeatability

repeatability is the principle that a result must be reproducible to be trusted. If an experimen

Mental Model

Okrent's Law

(attributed to journalist Daniel Okrent) states that the pursuit of balance can create imbalance

Mental Model

P-hacking

is the practice of manipulating statistical analysis — testing multiple hypotheses, adjusting va

Mental Model

Peer Review

review is the process of subjecting work — research, strategy, product decisions — to scrutiny b

Mental Model

Planck's Principle

principle — often paraphrased as "science advances one funeral at a time" — holds that new ideas

Mental Model

Reproducibility

is the requirement that a result can be independently obtained using the same methods. If you ru

Mental Model

Reverse Engineer

engineering is the practice of taking an existing outcome — a product, a strategy, a competitor'

Mental Model

Ribot's Law

éodule RibotRibot's law (Théodule Ribot, 1881) states that memory loss follows an inverse tempor

Mental Model

Schrodinger's Cat

ödingerSchrödinger's cat is a thought experiment: a cat in a sealed box is simultaneously alive

Mental Model

Skinner's Law

law — derived from B.F. Skinner's work in operant conditioning — holds that behaviour is a funct

Mental Model

Systematic Review

A systematic review is a structured method for synthesising all available evidence on a question

Mental Model

The Gatekeepers

are the individuals, institutions, or systems that control access to a resource, audience, or ma

Mental Model

The Great Temptation

great temptation is the pull toward expansion, diversification, or new opportunities at the expe

Mental Model

Veirordt's Law

von VierordtVeirordt's law (Karl von Vierordt, 1868) describes a systematic error in human time

Mental Model

Weber-Fechner Law

law states that human perception of change is proportional to the relative magnitude of the stim

Mental Model

Worm's Eye View

A worm's eye view is the perspective from the ground — the lowest level of a system, closest to

Mental Model

Accountability Partner

accountability partner is someone who commits to monitoring and reinforcing your follow-through

Mental Model

Batching

groups similar tasks into a single, uninterrupted block rather than scattering them across the d

Mental Model

Breathwork

uses deliberate breathing patterns to regulate the autonomic nervous system, shifting the body b

Mental Model

Chunking

compresses multiple pieces of information into a single cognitive unit, expanding the effective

Mental Model

Cold Exposure

exposure — cold showers, ice baths, cold plunges — triggers a acute stress response that produce

Mental Model

Commitment Devices

A commitment device is a choice you make today that restricts your future options in order to en

Mental Model

Digital Minimalism

minimalism is a philosophy of technology use where you deliberately reduce digital tools to only

Mental Model

Dual N-Back

is a cognitive training task that exercises working memory by requiring you to track two indepen

Mental Model

Elaborative Rehearsal

rehearsal is the process of encoding new information by connecting it to existing knowledge rath

Mental Model

Energy Management

management treats physical and mental energy — not time — as the fundamental resource to optimis

Mental Model

Environment Design

design is the practice of structuring your physical and digital surroundings to make desired beh

Mental Model

Implementation Intentions

intentions are pre-decided if-then plans that specify when, where, and how you will perform a be

Mental Model

Journaling

is the practice of writing regularly to clarify thinking, process emotions, track decisions, and

Mental Model

Keystone Habits

keystone habit is a single behaviour that triggers a cascade of other positive behaviours withou

Mental Model

Memory Palace

A memory palace is a mnemonic technique where you mentally place items you want to remember at s

Mental Model

Method of Loci

method of loci is a spatial mnemonic strategy — dating to ancient Greece — where information is

Mental Model

Note-Taking Systems

A note-taking system is a structured method for capturing, organizing, and retrieving informatio

Mental Model

Pomodoro Technique

structures work into 25-minute focused intervals separated by 5-minute breaks, with a longer bre

Mental Model

Single-Tasking

means doing one thing at a time with full attention. The case for it is neurological: the brain

Mental Model

Speed Reading

reading encompasses techniques designed to increase reading velocity while maintaining comprehen

Mental Model

Temptation Bundling

bundling pairs a behaviour you should do with a behaviour you want to do: only allow yourself th

Mental Model

Time Boxing

boxing allocates a fixed, non-negotiable period to a task and stops when time expires — regardle

Mental Model

Ultradian Rhythms

rhythms are biological cycles of roughly 90–120 minutes that govern periods of high and low cogn

Mental Model

Visualization Visualization — mental rehearsal

rsal of a desired outcome or process — engages many of the same neural pathways as physical perf

Mental Model

Algebra

is the practice of using symbols to represent unknown quantities and relationships, then manipul

Mental Model

Anscombe's Quartet

is a set of four datasets that share nearly identical summary statistics — same mean, variance,

Mental Model

Benford's Law

states that in many naturally occurring datasets, the leading digit is not uniformly distributed

Mental Model

Berkson's Paradox

is a statistical phenomenon where two variables that are unrelated — or even positively correlat

Mental Model

Confidence Intervals

A confidence interval expresses the range within which a true value likely falls, given the unce

Mental Model

Data Dredging

dredging — also called data fishing or data snooping — is the practice of searching through larg

Mental Model

Dimensional Analysis

analysis checks whether an equation or estimate makes sense by verifying that the units on both

Mental Model

Equivalence

is the recognition that two things different in form are identical in function, value, or logica

Mental Model

Error Bars

bars represent the range of uncertainty around a measured value. They show not just the estimate

Mental Model

Frequentist Statistics

statistics defines probability as the long-run frequency of events in repeated experiments. A co

Mental Model

Mean Median Mode

, median, and mode are three ways to summarize the "center" of a dataset — and they tell differe

Mental Model

Moderation

is the principle that the relationship between a variable and its outcome is often non-monotonic

Mental Model

Order of Approximation

of approximation is the practice of solving problems at the right level of precision for the dec

Mental Model

P-values

A p-value is the probability of observing data at least as extreme as the actual result, assumin

Mental Model

Permutations & Combinations

count the number of ways to arrange items when order matters. Combinations count selections when

Mental Model

Regression Analysis

analysis models the relationship between variables — identifying how changes in one or more inpu

Mental Model

Reliability of Case Evidence

of case evidence asks how much weight a single case — one customer story, one founder's success

Mental Model

Sampling

is drawing a subset from a larger population to make inferences about the whole. The power of sa

Mental Model

Statistical Significance

significance is the threshold at which an observed result is deemed unlikely enough under the nu

Mental Model

Stochastic Processes

A stochastic process is a system that evolves over time with inherent randomness — where the nex

Mental Model

Surface Area

area is the total exposed boundary between a system and its environment. In geometry, it determi

Mental Model

Variability

is the degree to which data points in a set differ from each other and from the central value. I

Mental Model

Variance

measures how far a set of outcomes spreads from the average. High variance means results swing w

Mental Model

36 Stratagems The 36 Stratagems are

tratagems are a Chinese collection of military and political tactics compiled from centuries of

Mental Model

Boots on the Ground

on the ground means committing real, physical presence to a situation rather than managing from

Mental Model

Call Your Bluff

a bluff means forcing an opponent to prove a claimed position or follow through on a threat — ex

Mental Model

Confusion

as a strategic tool means deliberately disrupting an opponent's ability to understand the situat

Mental Model

Crippling

means targeting the critical capability that an opponent depends on — not to destroy them outrig

Mental Model

Decapitation

means removing the leadership or decision-making centre of an opponent, collapsing their ability

Mental Model

Demoralization

means breaking an opponent's will to fight rather than their ability to fight. It targets psycho

Mental Model

Distraction

means drawing an opponent's attention and resources toward a secondary objective so the primary

Mental Model

Division

means splitting an opponent's forces, coalition, or resources so they can't concentrate their st

Mental Model

Erosion

is the strategy of gradually wearing down an opponent's resources, position, or resolve through

Mental Model

Fear

as a strategic tool means leveraging an opponent's anticipation of loss, pain, or failure to par

Mental Model

Fighting the Last War

the last war means applying strategies, structures, and assumptions that worked in a previous co

Mental Model

Flypaper Theory

theory holds that it's better to attract and concentrate threats in a single, controlled locatio

Mental Model

Fortification

means building defensive structures that make a position extremely costly to attack. In military

Mental Model

Overwhelm

means concentrating so much force, speed, or complexity on an opponent that their capacity to re

Mental Model

Provocation

means deliberately goading an opponent into an emotional, hasty, or poorly calculated response t

Mental Model

Punching Above Weight

above weight means a smaller force achieving disproportionate impact against a larger, better-re

Mental Model

Rumsfeld's Rule

categorises knowledge into four quadrants: known knowns (things we know we know), known unknowns

Mental Model

Sacrifice

means deliberately giving up something valuable now to gain a larger strategic advantage later.

Mental Model

Seeing the Front

the front means going to where the action is — the actual point of contact with customers, compe

Mental Model

Siege War

warfare means surrounding and isolating an opponent's position, cutting off their supplies, rein

Mental Model

Speed

as a strategic principle means that the rate of decision-making and execution is itself a compet

Mental Model

Stop the Bleeding

the bleeding means immediately stabilising a deteriorating situation before attempting any recov

Mental Model

Terrorism

as a strategic model describes the use of dramatic, high-visibility attacks designed to generate

Mental Model

Trench War

warfare describes a competitive stalemate where both sides are deeply entrenched in their positi

Mental Model

Turtling

means retreating into an extremely defensive posture — prioritising protection and survival over

Mental Model

Winning Battle but Losing War

the battle but losing the war means achieving tactical victories that come at such a high cost —

Mental Model

Zero-tolerance Policy

A zero-tolerance policy means establishing absolute rules with automatic, severe consequences fo

Mental Model

Alloying

is the process of combining two or more elements to create a material with properties superior t

Mental Model

Atomic Theory

complex is built from a finite set of simple, indivisible components. In physics, all matter red

Mental Model

Baton Passing

relay racing, the baton pass is the most critical moment — where speed is gained or lost. The me

Mental Model

Copernican Principle

holds that you are not special — your position, timing, or perspective is not privileged. Just a

Mental Model

Determinism

holds that every event is the inevitable result of prior causes. In physics, given perfect knowl

Mental Model

Electromagnetism

describes how electric and magnetic fields interact — invisible forces that attract, repel, and

Mental Model

Foundational Species

ecology, a foundational species creates and maintains the habitat that allows an entire ecosyste

Mental Model

Herd Immunity

immunity occurs when enough members of a group are protected against a threat that the threat ca

Mental Model

Heredity

is the transmission of traits from one generation to the next. In biology, DNA carries informati

Mental Model

Kinetics

is the study of rates — how fast reactions occur, not just whether they occur. In chemistry, a r

Mental Model

Memetic Theory of Conflict

theory, originated by Rene Girard, proposes that conflict arises not from scarcity or rational d

Mental Model

Memetic Theory of Desire

’s mimetic theory holds that human desire is not autonomous — we don’t want things because of th

Mental Model

Molecular Shape

chemistry, a molecule’s shape determines its function. The same atoms arranged differently produ

Mental Model

Nature vs Nurture

nature vs nurture debate asks whether traits are determined by genetics (nature) or environment

Mental Model

Peak Oil

oil describes the point at which extraction of a finite resource reaches its maximum rate, after

Mental Model

Polarity

describes the existence of two opposing but interdependent forces — positive and negative, attra

Mental Model

Potential

is stored capacity — energy, ability, or opportunity that exists but hasn't yet been converted i

Mental Model

Principle of Minimum Energy

of Minimum Energy states that systems naturally settle into the configuration requiring the leas

Mental Model

Quantum Mechanics

mechanics describes a world where outcomes are fundamentally probabilistic, not deterministic. A

Mental Model

Replication

is the process of copying a successful pattern with high fidelity. In biology, DNA replicates to

Mental Model

Resonant Frequency

system has a natural frequency at which it vibrates most efficiently. Apply energy at that frequ

Mental Model

Reward System

reward system is the brain's built-in mechanism for reinforcing behaviour. Dopamine — the neurot

Mental Model

Self-Preservation

is the fundamental biological drive to maintain one's existence. Every organism — from bacteria

Mental Model

Shannon-Hartley Law

theorem defines the maximum rate at which information can be transmitted over a communication ch

Mental Model

Sustainability

is the capacity of a system to maintain itself over time without depleting the resources it depe

Mental Model

The Chemical Bond

A chemical bond is the force that holds atoms together to form molecules. The bond forms because

Mental Model

The Chemical Reaction

A chemical reaction occurs when substances combine or break apart to form something new. Reactan

Mental Model

Viscosity

is a fluid's resistance to flow. High-viscosity fluids like honey move slowly; low-viscosity flu

Mental Model

Agnosticism

is the intellectual position that some questions cannot be answered with certainty — and that ho

Mental Model

Arrow's Impossibility Theorem

proves that no ranked voting system can perfectly translate individual preferences into a collec

Mental Model

Categorical Imperative

, Kant's foundational ethical principle, states: act only according to rules you could will to b

Mental Model

Common Law

law is a legal system built not from top-down legislation but from the accumulated weight of jud

Mental Model

Condorcet Paradox

de CondorcetThe Condorcet Paradox shows that collective preferences can be irrational even when

Mental Model

Constructivism

holds that knowledge, meaning, and social reality are not discovered but constructed through hum

Mental Model

Decline of Violence

the constant drumbeat of alarming headlines, violence has declined dramatically over centuries a

Mental Model

Distributive vs Procedural Justice

has two faces. Distributive justice asks whether outcomes are fair — did everyone get what they

Mental Model

Duty of Care

of care is the legal and moral obligation to act with reasonable concern for the safety and well

Mental Model

Duverger's Law

states that single-member district, winner-take-all electoral systems tend to produce two-party

Mental Model

Extremely Intense Ideology

intense ideology is the tendency for strongly held belief systems to distort thinking, override

Mental Model

Futarchy

is a proposed governance system where we "vote on values, bet on beliefs." Citizens define the g

Mental Model

Historical Wisdom

wisdom is the practice of using the accumulated lessons of history as a decision-making tool. It

Mental Model

Horseshoe Theory

theory proposes that the political spectrum is not a straight line from left to right but a hors

Mental Model

Law of Non-Contradiction

law of non-contradiction states that a proposition cannot be both true and false at the same tim

Mental Model

Limited Hangout

A limited hangout is a strategic disclosure of partial truth to prevent the full truth from emer

Mental Model

Negligence

is the failure to exercise the level of care that a reasonable person would exercise in the same

Mental Model

Political/Government Failure

or government failure occurs when government intervention in markets or society produces outcome

Mental Model

Presumption of Innocence

presumption of innocence is the principle that any person accused must be considered innocent un

Mental Model

Reasonable Doubt

doubt is the threshold of certainty required before acting on a conclusion — the standard that s

Mental Model

Sayre's Law

states that "in any dispute, the intensity of feeling is inversely proportional to the value of

Mental Model

State Capture

capture is the process by which private interests systematically redirect public institutions to

Mental Model

The Golden Mean

golden mean is Aristotle's principle that virtue lies between two extremes — excess and deficien

Mental Model

The Magic Ratio

HeaphyThe magic ratio — derived from John Gottman's research on marriages and later extended to

Mental Model

The Meaning of Life

meaning of life — as a mental model, not a metaphysical quest — is the recognition that humans p

Mental Model

The Platinum Rule

platinum rule is the upgrade to the golden rule: instead of "treat others as you would want to b

Mental Model

The Reasonable Person

reasonable person is a legal and philosophical standard: an imaginary individual of ordinary pru

Mental Model

Third Rail

A third rail is a topic, policy, or decision so politically dangerous that touching it destroys

Mental Model

Three Buckets of History

three buckets of history framework sorts historical events into three categories: things that ha

Mental Model

Abstract Blindness

blindness is the tendency to overlook or undervalue abstract factors — probabilities, systemic c

Mental Model

Ambiguity Bias

bias is the tendency to prefer options where the probability of a favorable outcome is known ove

Mental Model

Anecdotal Fallacy

anecdotal fallacy is using a personal experience or single example as proof of a general claim —

Mental Model

Appeal to Novelty

to novelty is the assumption that newer is better — that the latest idea, tool, or method is sup

Mental Model

Association Bias

bias is judging something by what it's linked to — people, brands, contexts — rather than by its

Mental Model

Aumann's Agreement Theorem

agreement theorem says that two rational agents who share a common prior and whose posteriors ar

Mental Model

Authority Bias

bias is the tendency to overweight the views or orders of people we see as authorities — titles,

Mental Model

Automation Bias

bias is the tendency to over-trust automated systems — algorithms, dashboards, tools — and to un

Mental Model

Belief Bias

bias is the tendency to judge an argument by whether we agree with the conclusion rather than by

Mental Model

Blind Spot

spot (in psychology) is the failure to see one's own biases and errors while readily seeing them

Mental Model

Blindspot Bias

bias is the belief that we are less biased than other people — that we see the world more object

Mental Model

Bright Spots

spots are the positive outliers — people, teams, or cases that succeed where others fail under s

Mental Model

Bucket Error

A bucket error occurs when you misclassify something by putting it in the wrong mental category

Mental Model

Burnout

is the state of chronic physical and emotional exhaustion caused by prolonged stress without ade

Mental Model

Catharsis

is the release of strong emotions through expression, producing a sense of relief or renewal. Ar

Mental Model

Caveman Syndrome

is the recognition that our brains evolved for a world radically different from the one we now i

Mental Model

Change Bias

is the systematic tendency to either overestimate or underestimate the impact of a change, depen

Mental Model

Cheerleader Effect

is the cognitive bias where individuals appear more attractive, competent, or impressive when pr

Mental Model

Cherry-Picking

is the practice of selecting only the evidence that supports your pre-existing conclusion while

Mental Model

Cognitive Scope Limitation

is the recognition that the human mind has a finite capacity for the range and complexity of pro

Mental Model

Compassion Face

is the phenomenon where people unconsciously mirror empathetic facial expressions and body langu

Mental Model

Conflict

is the inevitable tension that arises when individuals, teams, or organisations have incompatibl

Mental Model

Congruence Bias

is the tendency to test a hypothesis exclusively by searching for evidence that confirms it, rat

Mental Model

Conservatism Bias

is the tendency to insufficiently update beliefs when presented with new evidence. Even when con

Mental Model

Context Effect

is the principle that the environment, setting, and surrounding information fundamentally alter

Mental Model

Continued Influence Effect

describes how information that has been clearly corrected or retracted continues to shape thinki

Mental Model

Courtesy Bias

is the tendency to give opinions that are more socially acceptable or agreeable than one's true

Mental Model

Cryptomnesia

is the phenomenon where a forgotten memory returns without being recognised as such — you experi

Mental Model

Cult Indoctrination

describes the systematic process by which individuals are drawn into extreme group loyalty throu

Mental Model

Declinism

is the belief that society, an institution, or a situation is getting worse — and that the past

Mental Model

Distinction Bias

bias is the tendency to overvalue differences between options when evaluating them side by side,

Mental Model

Duration Neglect

neglect is the psychological finding that people judge an experience primarily by its most inten

Mental Model

Echo Chamber Effect

echo chamber effect is the amplification of beliefs that occurs when people are surrounded only

Mental Model

Effort Justification

justification is the tendency to value outcomes more highly when we've worked hard to achieve th

Mental Model

Egocentric Bias

bias is the tendency to overestimate our own contribution, perspective, or importance relative t

Mental Model

Eloquence

bias is the tendency to judge the quality of an idea by how well it is expressed rather than by

Mental Model

Emotional Contagion

contagion is the automatic, often unconscious transfer of emotions between people. Moods spread

Mental Model

Exaggerated Expectation

expectation is the tendency to expect outcomes — whether positive or negative — to be more extre

Mental Model

Excessive Fairness Bias

fairness bias is the tendency to prioritise equal treatment over optimal outcomes — distributing

Mental Model

Extremeness Aversion

aversion is the tendency to avoid the most extreme option in a set, regardless of its actual mer

Mental Model

False Consensus

consensus is the tendency to overestimate how many other people share our beliefs, values, and b

Mental Model

False Memory

memory is the phenomenon where we recall events that didn't happen or recall real events differe

Mental Model

False Precision

precision is presenting a number or estimate with more specificity than the underlying data supp

Mental Model

First-conclusion Bias

bias is the tendency to accept the first explanation or solution that comes to mind and stop sea

Mental Model

Focalism

— also called the focusing illusion — is the tendency to overweight a single aspect of an event

Mental Model

Forecast Bias

is the systematic tendency for predictions to skew in a consistent direction — typically toward

Mental Model

Gateway Drug Theory

proposes that exposure to a mild experience lowers the threshold for progressively more intense

Mental Model

Group Attribution Error

is the tendency to assume that the characteristics or decisions of a group reflect the preferenc

Mental Model

Humor Effect

is the cognitive phenomenon where humorous information is remembered better than non-humorous in

Mental Model

Hypernovelty

describes the modern condition of being surrounded by an endless stream of new stimuli — news, n

Mental Model

Ideological Bias

is the tendency to interpret information, evaluate evidence, and make decisions through the lens

Mental Model

Illusion of Skill

of Skill is the mistaken belief that consistent patterns in outcomes reflect genuine expertise r

Mental Model

Illusion of Transparency

of Transparency is the belief that your internal states — intentions, emotions, knowledge — are

Mental Model

Illusion of Validity

of Validity is the cognitive bias where high confidence in a judgment persists even when the evi

Mental Model

Impact Bias

is the tendency to overestimate the intensity and duration of emotional reactions to future even

Mental Model

Inattentional Bias

— sometimes called inattentional blindness — is the failure to notice fully visible and relevant

Mental Model

Inconsistency-Avoidance

is the brain's deep resistance to holding or acting on contradictory beliefs, ideas, or behaviou

Mental Model

Information Bias

is the tendency to seek more information even when it will not change the decision. It manifests

Mental Model

Ingroup Bias

is the automatic tendency to favour members of your own group — giving them more trust, more ben

Mental Model

Interpretation & Reinterpretation

describes the mind's constant process of assigning meaning to events — and then revising that me

Mental Model

Jealousy/Envy Tendency

is the deep-seated human impulse to feel pain at the success or advantages of others — particula

Mental Model

Least Effort Principle

states that when faced with multiple paths to a goal, humans (and most organisms) will reliably

Mental Model

Leveling & Sharpening

describes the systematic distortion that occurs when information passes through memory or commun

Mental Model

Liking/Loving Bias

is the tendency to distort your judgement in favour of people, products, or ideas you like or lo

Mental Model

Ludic Fallacy

— from the Latin ludus, meaning game — is the mistake of applying the clean, well-defined rules

Mental Model

Masked Man Fallacy

— also called the intensional fallacy — occurs when someone assumes that because they know somet

Mental Model

Mental Simulation

is the cognitive process of imagining how events will unfold — running scenarios in your mind be

Mental Model

Mere Exposure Effect

is the phenomenon where repeated exposure to a stimulus — a face, a brand, a song, an idea — inc

Mental Model

Momentum Bias

is the tendency to continue a course of action primarily because it's already in motion — not be

Mental Model

Multiple Tendencies

refers to the reality that human behaviour is rarely driven by a single psychological force. At

Mental Model

Negativity Bias

is the tendency for negative experiences, information, and emotions to have a disproportionately

Mental Model

Normalcy Bias

is the tendency to assume that because something has never happened before, it won't happen — or

Mental Model

Omission Bias

is the tendency to judge harmful actions as worse than equally harmful inactions — to feel that

Mental Model

Optimism Bias

is the tendency to overestimate the likelihood of positive outcomes and underestimate the likeli

Mental Model

Optimistic Probability Bias

is the specific tendency to overestimate the probability of favourable events and underestimate

Mental Model

Outcome Bias

is the tendency to judge the quality of a decision based on its outcome rather than the quality

Mental Model

Paradox of Knowledge

of Knowledge is the observation that the more you learn about a subject, the more you realise ho

Mental Model

Paranoia

, in the business context, is a heightened state of vigilance toward threats — real and imagined

Mental Model

Pareidolia

is the tendency to perceive meaningful patterns — particularly faces, shapes, or signals — in ra

Mental Model

Peltzman Effect

, named after economist Sam Peltzman, is the observation that safety measures often fail to redu

Mental Model

Pessimism Bias

is the tendency to overestimate the likelihood and severity of negative outcomes. While optimism

Mental Model

Physical/Psychological Pain Bias

describes the tendency for the anticipation and experience of pain — whether physical or emotion

Mental Model

Placement Bias

is the tendency for the position of information — where it appears in a sequence, on a page, in

Mental Model

Positivity Effect

is the tendency — especially pronounced with age and experience — to attend to, remember, and fa

Mental Model

Precision Bias

is the tendency to treat precise-sounding numbers as more credible and reliable than round ones,

Mental Model

Prejudice

is a pre-formed judgment about a person, group, or situation based on category membership rather

Mental Model

Present Bias

is the tendency to overweight immediate rewards relative to future ones, beyond what rational di

Mental Model

Primacy Effect

is the tendency for the first information received to disproportionately shape opinions, memory,

Mental Model

Pro-innovation Bias

is the tendency to overvalue new innovations, assuming they should be widely adopted while under

Mental Model

Procrastination

is the act of delaying important tasks in favour of less important but more immediately comforta

Mental Model

Projection Bias

is the tendency to assume that others share your current preferences, beliefs, emotions, or ment

Mental Model

Pseudocertainty Effect

occurs when people treat an outcome as certain even though it's merely probable, because the dec

Mental Model

Publication Bias

is the systematic tendency for studies with positive, significant, or novel results to get publi

Mental Model

Rashomon Effect

— named after Akira Kurosawa's film — describes how the same event produces multiple contradicto

Mental Model

Reason-Respecting Tendency

is the human inclination to comply more readily with a request when a reason is provided — even

Mental Model

Recency Illusion

is the belief that something you've only recently noticed must itself be recent. You learn a new

Mental Model

Reciprocation Bias

is the deep-seated compulsion to return favours, gifts, and concessions — even when the original

Mental Model

Reductive Bias

is the tendency to oversimplify complex, multi-causal phenomena by attributing them to a single

Mental Model

Restraint Bias

is the tendency to overestimate your ability to control impulsive behaviour. People who believe

Mental Model

Reward & Punishment

and Punishment is the foundational behavioural principle that organisms repeat behaviours that a

Mental Model

Ringelmann Effect

is the finding that individual effort decreases as group size increases. In a tug-of-war experim

Mental Model

Sapir-Whorf Hypothesis

Sapir-Whorf Hypothesis proposes that the language you use shapes how you think — not just how yo

Mental Model

Scarcity Bias

is the tendency to assign greater value to things that are scarce, limited, or dwindling in avai

Mental Model

Self-Enhancement Bias

is the tendency to perceive yourself as above average on desirable traits — intelligence, skill,

Mental Model

Self-Handicapping

is the strategy of creating obstacles to your own performance so that failure can be attributed

Mental Model

Self-Serving Bias

is the tendency to attribute your successes to internal factors — talent, effort, intelligence —

Mental Model

Self-consistency Bias

is the tendency to perceive your past beliefs, attitudes, and behaviours as more consistent with

Mental Model

Self-relevance Effect

self-relevance effect is the tendency for people to process and remember information more deeply

Mental Model

Semmelweis Reflex

is the automatic tendency to reject new evidence or knowledge because it contradicts established

Mental Model

Serial Recall Effect

serial recall effect describes how the position of information in a sequence determines how well

Mental Model

Simplicity Bias

bias is the tendency to prefer simple explanations and solutions even when the situation is genu

Mental Model

Sleeper Effect

sleeper effect is the phenomenon where a message becomes more persuasive over time as the recipi

Mental Model

Social Comparison Bias

comparison bias is the tendency to favour or disfavour people based on how they compare to us —

Mental Model

Social Desirability Bias

desirability bias is the tendency for people to answer questions and present themselves in ways

Mental Model

Stress-Influence Bias

bias is the tendency for acute stress to distort decision-making — narrowing attention, amplifyi

Mental Model

Subjective Validation

validation is the tendency to perceive a statement or piece of information as true if it holds p

Mental Model

Testing Effect

testing effect is the finding that actively retrieving information from memory strengthens long-

Mental Model

The Onion Brain

is the model that human cognition operates in layers — from fast, instinctive reactions at the c

Mental Model

Threat Lockdown

lockdown is the cognitive state where a perceived threat causes the brain to narrow focus, suppr

Mental Model

Three Men Make A Tiger

A Tiger is the ancient Chinese proverb that illustrates how repetition from multiple sources cre

Mental Model

Time-Saving Bias

bias is the tendency to overestimate the time saved when increasing speed from a slow pace and u

Mental Model

Trait Ascription Bias

ascription bias is the tendency to view oneself as relatively variable in personality and behavi

Mental Model

Turkey Illusion

turkey illusion — derived from Nassim Taleb's parable — describes the danger of inferring safety

Mental Model

Ultimate Attribution Error

ultimate attribution error extends the fundamental attribution error to groups. When members of

Mental Model

Uncertainty Avoidance

avoidance is the degree to which people feel threatened by ambiguous or unknown situations and c

Mental Model

Victim-blaming

is the tendency to attribute fault to the person who suffered harm rather than to the circumstan

Mental Model

Vividness Illusion

vividness illusion is the tendency to give disproportionate weight to vivid, emotionally charged

Mental Model

Zero-sum Heuristic

zero-sum heuristic is the default cognitive shortcut that treats most interactions as zero-sum —

Mental Model

Analytical Honesty

honesty is the discipline of letting data tell you what is true rather than what you want to hea

Mental Model

Bottlenecks A bottleneck is the narrowest

narrowest point in a system — the constraint that limits the throughput of everything downstream

Mental Model

Cessation

is the deliberate act of stopping — ending a process, product, initiative, or habit that no long

Mental Model

Change

is the transition of a system from one state to another. As a mental model, the insight isn't th

Mental Model

Context

is the surrounding information that determines how a signal is interpreted. The same data point,

Mental Model

Deconstruction

is the systematic dismantling of a complex whole into its component parts to understand how it w

Mental Model

Environment

is the set of external conditions that surround and influence a system. As a mental model, it re

Mental Model

Garbage In Garbage Out

in, garbage out (GIGO) states that the quality of a system's output is fundamentally limited by

Mental Model

Humanization

is the practice of reintroducing human perspective into systems that have become abstracted. As

Mental Model

KPIA Key Performance Indicator is a

quantifiable metric chosen to represent the health or progress of a system toward its goals. The

Mental Model

Margin of Error

of error is the range within which the true value of a measurement is likely to fall. Every meas

Mental Model

Measurement

is the act of assigning a number to an attribute of reality. As a mental model, the key insight

Mental Model

Norms

are the unwritten rules that govern behaviour within a system. They are distinct from formal rul

Mental Model

Process Overhead

overhead is the cost — in time, energy, and attention — of maintaining the processes themselves

Mental Model

Progressive Load

load is the principle of introducing complexity, demand, or change to a system gradually rather

Mental Model

Ratio

A ratio expresses the relationship between two quantities, revealing proportionality that absolu

Mental Model

Renormalization Group

renormalization group is a framework for understanding how a system's behaviour changes — or doe

Mental Model

Selection Test

A selection test is any mechanism that filters inputs into a system based on defined criteria. H

Mental Model

Spring-Loading

is the practice of storing energy, resources, or capability in advance so that when an opportuni

Mental Model

Sustainable Growth Cycle

A sustainable growth cycle is a self-reinforcing loop where growth generates the resources neede

Mental Model

The Middle Path

middle path is the principle that optimal system performance often lies between extremes rather

Mental Model

Tolerance

is the acceptable range of deviation a system can absorb before performance degrades or failure

Mental Model

Typicality

is the degree to which an instance represents the central tendency of a category. The more typic

Mental Model

Uncertainty

is the condition of incomplete knowledge about the current state, future outcomes, or causal rel

Mental Model

Hedgehog Concept

framework from Good to Great: find the intersection of what you can be the best in the world at,

Mental Model

Leverage

your output with labor, capital, or products with zero marginal cost.

Mental Model

Pathos

is the appeal to emotion — one of Aristotle's three modes of persuasion alongside ethos (credibi

Mental Model

Porter's Five Forces

competitive forces that determine why some industries are profitable and others are not.

Mental Model

Stockdale Paradox

after Admiral James Stockdale, the highest-ranking U.S. military officer held as a prisoner of w

Mental Model

Thought Experiment

A disciplined imaginative exercise used to explore the consequences of principles, test the limi

Mental Model

War of Attrition

A competitive strategy where victory goes to the side that can endure the longest. The objective

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