Non-fiction concepts that recur across the library

Daniel Kahneman’s name for the brain’s automatic, fast, intuitive processing mode. System 1 produces snap judgments, pattern recognition, and emotional responses without conscious effort — but is also the source of most cognitive biases when overconfident.

Kahneman’s name for the brain’s deliberate, slow, effortful reasoning mode. System 2 handles statistics, multi-step logic, and self-control — but it tires quickly. Most of the time, System 2 endorses whatever System 1 already suggested.

The cognitive bias where an initial number — even a random one — disproportionately influences subsequent estimates. Kahneman showed people anchor on a spun-wheel number when estimating UN African nations. Sales, salary negotiation, and pricing all weaponize this.

Kahneman and Tversky’s finding that losses feel roughly twice as painful as equivalent gains feel pleasurable. Loss aversion explains status-quo bias, the endowment effect, and why people refuse 50/50 bets that pay more than they cost.

The tendency to seek, interpret, and remember information that confirms what you already believe. Confirmation bias is why opposing-side news feels biased, why retrospectives blame the dissenter, and why running an experiment beats arguing about it.

The error of treating already-spent time, money, or effort as a reason to continue. Rational choice ignores sunk cost: what matters is whether the next dollar (or year) is the best use, not what you’ve already paid. Common in failed projects and relationships.

Malcolm Gladwell’s term: humans are wired to assume others are telling the truth, even against evidence. This wiring enables social cooperation — but also explains why frauds, spies, and bad actors go undetected for years. We don’t flip to suspicion until the evidence becomes overwhelming.

A systematic deviation from rational judgment caused by mental shortcuts (heuristics). The ~200 documented biases — confirmation bias, anchoring, loss aversion, sunk cost fallacy, availability heuristic — explain why intelligent people repeatedly make predictable mistakes in identifiable situations.

The phenomenon where people modify their behavior because they know they're being observed. Named after 1920s Hawthorne Works factory studies. The implication for behavior change: simple measurement often produces improvement before any actual intervention.

Dan Ariely's name for the cognitive bias where people place disproportionately high value on products they partially created. Building it yourself triples your willingness to pay. Explains why DIY brands, custom configurators, and "we have skin in the game" arguments work — the labor itself adds value.

Drawing conclusions from a sample that only includes successes — because the failures aren't around to be counted. Why "all successful founders dropped out of college" lies: the failed dropouts aren't in the survey. Recognizing it changes how you read success literature.

The cognitive bias where people with low ability in a domain overestimate that ability — and experts often underestimate theirs. Knowing the framework doesn't exempt you; the antidote is calibrated humility + seeking feedback that hurts.

Kahneman & Tversky's name for the cognitive shortcut where we judge frequency or likelihood by how easily examples come to mind. Plane crashes feel common because they're memorable; car crashes feel rare because they aren't. Drives most overestimation of dramatic risks.

Edward Thorndike's name for the cognitive bias where one positive trait colors our perception of unrelated traits. Attractive people are assumed smart; charismatic leaders are assumed competent. Drives hiring mistakes, brand premiums, and most "this CEO is a visionary" narratives.

Leon Festinger's 1957 framework: the discomfort of holding two conflicting beliefs simultaneously. Resolved by changing one belief, rationalizing, or avoiding contrary information. Drives most "I knew it all along" reconstructions + much of why facts rarely change minds.

The cognitive bias where we prefer smaller-now over larger-later disproportionately to a rational discount rate. Explains why willpower fails, why diet apps don't work, and why retirement saving is so hard. The future self gets shortchanged by the present self.

The deterioration of decision quality after making many decisions in succession. Why judges grant parole more in the morning, why CEOs wear the same shirt daily, why grocery shopping at 8pm leads to junk food. Each decision spends a finite daily resource.

Richard Thaler's name for the cognitive bias where people demand more to give up an item they own than they'd pay to acquire it. Once you have it, losing it hurts more than gaining it helps. Drives status-quo bias + most sunk-cost reasoning.

James Clear’s term for a small habit that is part of a larger system. Atomic habits compound — a 1% daily improvement is ~37× better after one year. The book’s argument is that habits, not goals, drive change.

Charles Duhigg’s four-step cycle that defines a habit: cue (trigger), craving (motivation), response (the behavior), reward (the payoff). Change a habit by keeping the cue and reward stable while swapping the response. Most behavior change is loop redesign.

James Clear’s frame: instead of "I want to run a marathon" (outcome) or "I will run 3× a week" (process), shift to "I am a runner" (identity). Every action becomes a vote for that identity. Habits that contradict identity collapse; habits that confirm it compound.

The disproportionate long-term result of small, repeated actions. Money compounds; so do habits, relationships, skill, and reputation. The compound effect is invisible at week 4 and undeniable at year 4. The trap is judging early; the leverage is staying.

James Clear's borrowed-from-chemistry term: the friction required to start a behavior. The 2-minute rule + environment design + habit stacking all work by lowering activation energy. Make the desired habit obvious and 1-step away; make the unwanted habit 3-steps away.

James Clear's technique for installing new habits by chaining them to existing ones. The formula: "After [current habit], I will [new habit]." The existing habit becomes the cue. Leverages an already-strong neural pathway instead of trying to build one from nothing.

Robert Cialdini’s first principle of influence: people feel obliged to return favors. A small, unexpected gift triggers disproportionate willingness to comply with a later request. The Hare Krishna airport flower played this for decades; restaurant mints lift tips ~14%.

Cialdini’s second principle: when uncertain, people look to what similar others are doing and copy. Reviews, testimonials, "X others bought this", and queues outside restaurants all weaponize social proof. Most powerful when the proof comes from people the viewer identifies with.

Cialdini’s third principle: people are deeply biased to stay consistent with what they’ve already publicly committed to, even when circumstances change. Written commitments hold more than spoken; public more than private; freely chosen more than coerced.

Cialdini’s fourth principle: people defer to perceived authority — titles, uniforms, credentials. Milgram’s shock experiment showed how far ordinary people will go when an authority figure asks. Signal authority through expertise, not titles, to use this ethically.

Cialdini’s sixth principle: rare things feel more valuable. Limited time, limited quantity, and exclusive access all activate this. Loss aversion underlies it — we hate losing the option more than we want the thing. Real scarcity ethical; manufactured scarcity is a dark pattern.

Cialdini’s concept: the most powerful word in persuasion isn’t said during the ask. It’s whatever you plant in someone’s mind in the moment before. Open with a mystery, prime with a frame, anchor with a number — the audience grades the ask against what came first.

A Stoic principle, sharpened by Nietzsche: not just accept what happens, but actively will it. The discipline frees the energy you’d spend on resentment for action on the next step. Ryan Holiday closes The Obstacle Is the Way with it.

Epictetus’s foundation of Stoic practice: some things are in your control (judgments, actions, desires) and others are not (other people, weather, outcomes). Suffering comes from trying to control what isn’t yours; peace comes from focusing energy where it can do work.

Ryan Holiday’s Stoic-derived frame: the obstacle to action becomes the action itself. Marcus Aurelius: "What stands in the way becomes the way." Three disciplines apply — perception (see clearly), action (decisive), will (endurance). The path is through, not around.

Ryan Holiday’s thesis: ego — the unhealthy belief in our own importance — sabotages every stage of work. Aspire and ego prevents learning; succeed and ego destroys gains; fail and ego refuses recovery. The cure is humility, practice, and useful action over self-talk.

A Stoic practice: remember that you will die. Not morbid — clarifying. Holding the certainty of death in mind reframes daily concerns, exposes which fears are trivial, and sharpens attention on what matters now. Practiced by Marcus Aurelius and central to modern Stoic revival.

Viktor Frankl’s clinical school: the primary human drive is the search for meaning, not pleasure (Freud) or power (Adler). Suffering becomes bearable when it has meaning. Between stimulus and response there is a space, and in that space lies the freedom to choose meaning.

Carol Dweck’s term for the belief that abilities are developed through effort, strategy, and feedback. A growth mindset welcomes challenge as the path to skill. Contrasts with fixed mindset, which treats ability as innate and views effort as evidence of low ability.

Dweck’s opposite of growth mindset: the belief that talent and intelligence are static traits you either have or don’t. Fixed-mindset thinkers avoid challenge (might reveal limits), give up at obstacles, and feel threatened by others’ success.

Doing something because the activity itself is satisfying — not for external reward. Daniel Pink (drawing on Deci & Ryan’s research) identifies three drivers: autonomy (choice over what you do), mastery (visible progress), and purpose (work in service of something larger than yourself).

Angela Duckworth’s research construct: perseverance and passion for long-term goals. Grit predicts achievement better than IQ, talent, or background in domain after domain. Cultivated via interest → deliberate practice → sense of purpose → hope (each layer reinforces the next).

Anders Ericsson’s term for the specific kind of practice that builds expertise: focused work at the edge of current ability, with immediate feedback, deliberate correction, and full attention. Most practice isn’t deliberate; the gap explains why hours don’t equal mastery.

Malcolm Gladwell’s popularization of Ericsson’s research: world-class expertise generally requires ~10,000 hours of practice. The rule is widely misread — Ericsson’s point was about deliberate practice quality, not raw hours. Casual repetition rarely produces mastery.

Cal Newport’s term: rare and valuable skills are the currency of career fulfillment, not vague passion. Build career capital first (deep skill), then trade it for autonomy, mission, and impact. "Follow your passion" is bad advice; build something rare instead.

Cal Newport’s name for cognitively demanding, distraction-free work that produces new value and is hard to replicate. The opposite is shallow work — email, meetings, context-switching. Deep work compounds skill; shallow work compounds noise. Most workers do almost none of the first.

Mihaly Csikszentmihalyi’s name for the psychological state of complete absorption in an activity at the edge of skill. Time distorts, self-consciousness drops, performance peaks. Flow requires clear goals, immediate feedback, and challenge that slightly exceeds current ability.

A learning technique that reviews material at increasing intervals to maximize retention. Based on the Ebbinghaus forgetting curve (1885). Anki + SuperMemo + most flashcard apps implement it. The practice that makes summary-reading actually compound into memory.

Nassim Taleb’s coined term for things that gain from disorder. Fragile breaks under stress; robust resists it; antifragile actually improves with stress, volatility, and shocks. Examples: muscles under load, evolution, immune systems, restaurants that improve with criticism.

Taleb’s principle: those who make decisions should bear the consequences. People without skin in the game (consultants, pundits, policy-makers immune from outcomes) optimize for appearance over reality. Skin in the game forces calibrated honesty over time.

Taleb’s prescription: improve by subtraction, not addition. Health, wealth, and decision-quality usually improve more from removing bad habits, bad relationships, and bad inputs than from adding good ones. What you don’t do matters more than what you do.

Nassim Taleb's name for the observation that the future life expectancy of a non-perishable thing (idea, technology, book) is proportional to its current age. A book that's lasted 2000 years will probably last another 2000. The Bible outlives self-help; Aurelius outlives TED talks.

Nassim Taleb's term for rare, high-impact, retrospectively-predictable events. Defining traits: unexpected, massive consequence, and the post-hoc narrative making it look obvious. 2008, COVID, the iPhone — black swans dominate history but elude prediction.

Eric Ries’s term: the version of a product with just enough features to test a falsifiable hypothesis about customer value. Not the smallest product you’d be willing to ship — the smallest product that gives you signal about whether to persevere or pivot.

Eric Ries’s name for the unit of progress in a startup: empirically demonstrated knowledge about customer value, not features shipped or capital raised. The build-measure-learn loop converts each MVP into validated learning, which determines whether to persevere or pivot.

A decision where the downside is bounded and the upside is uncapped — small loss if wrong, life-changing gain if right. Naval Ravikant + Nassim Taleb both argue wealth and life-impact come from accumulating asymmetric bets, not safe optimizations.

Naval Ravikant’s framework: three forms of leverage convert effort into wealth — labor (people who work for you), capital (money that earns returns), and the new leverage: products with zero marginal cost of replication (code, media). Leveraged output scales without leveraged input.

Warren Buffett (popularized by Naval + Ray Dalio): the set of domains where your knowledge is genuinely deep. Stay inside it for big bets. The danger isn’t having a small circle — it’s misjudging the size of your circle. Most expensive mistakes happen at the edges.

Reasoning from fundamental truths up to conclusions, rather than reasoning by analogy from existing solutions. Aristotle's method; Musk's public framework. Reveals new possibilities when analogy-based competitors are stuck. Slow, expensive, but produces qualitatively different answers.

Vilfredo Pareto's observation that 80% of effects come from 20% of causes. 20% of customers produce 80% of revenue; 20% of features get 80% of use; 20% of habits drive 80% of results. The corollary: most effort is wasted on the trailing 80% that produces 20%.

The phenomenon where a product's value increases as more people use it. Telephone is useless to 1 user, life-changing to 100M. Drives most platform monopolies (Facebook, LinkedIn, eBay) and the Thiel-style "monopoly is good" startup strategy.

Gary Klein's decision-making tool: before starting, imagine the project failed catastrophically — then work backward to identify the most likely causes. Surfaces concerns that group-loyalty silences in normal planning. Catches what postmortems learn only after the damage is done.

Charlie Munger's framework (from Carl Jacobi): "Invert, always invert." Instead of asking "how do I succeed?" ask "how do I fail?" The list of ways to fail is shorter and more actionable. Many problems become tractable when flipped.

Roger Fisher and William Ury’s term from Getting to Yes: the best outcome you can secure without the current deal. Your BATNA is your leverage — the worse the alternative, the weaker your position. Strengthen BATNA before negotiating, not during.

Chris Voss’s tactic from Never Split the Difference: repeat the last 1-3 words of what the other side said, with an upward inflection. Mirroring builds rapport, slows the conversation, and triggers the other side to elaborate — often revealing what they actually want.

Patterson, Grenny, McMillan, and Switzler’s term: a discussion where stakes are high, opinions vary, and emotions run strong. Most people handle these badly — either silence or aggression. The book’s method: make it safe first, then state your path with candor + curiosity.

Chris Voss’s term for understanding the feelings and mindset of another person in the moment AND verbalizing it back to them. The “label” (“It seems like you’re frustrated…”) lowers their guard, surfaces unspoken concerns, and creates an opening for collaboration rather than confrontation.

Greg McKeown’s framework: the disciplined pursuit of less but better. Most failure modes come from doing too many things without conviction. Essentialists make trade-offs explicit, do less, and do it deliberately — the result is more impact, not less.