ThirdBrain Index
Content catalog for ~/RoamNotes/ThirdBrain/. One entry per page, organized by category. Updated after every ingest session.
Mental Models
- Absence Blindness — humans are optimized to perceive contrast, not what is missing
- Abstractions Can Be Useful — the right abstraction unlocks tools unavailable at the concrete level
- Antifragility — systems that gain from disorder; beyond resilience; the barbell and via negativa
- Applause Light — a statement so obvious its reversal sounds bizarre; conveys no information
- Bias-Variance Tradeoff — reducing one kind of error increases the other; generalization requires balancing both
- Build Structures Around Autonomy — design systems that protect freedom rather than constrain it
- Chesterton's Fence — don't remove a fence until you understand why it was built
- Circle of Competencies — know the boundary of what you genuinely understand
- Commutation Acts Like Differentiation — [A,BC] and d/dx(BC) are the same structure (derivations)
- Complex Systems: Features from Path, Not Design — features emerge from developmental history, not intent
- Compounding Returns — small consistent gains multiply; the return on the return eventually dominates
- Context Matters — the same fact means different things in different contexts
- Decisions Stacking — make reversible low-stakes decisions first to inform the irreversible one
- Discovery is Easy With the Right Context — it is context, not brilliance, that makes ideas accessible
- Feelings Are Shortcuts to Effective Thinking — emotions are evolved probability estimators, not noise
- Expected Value — probability-weighted average of outcomes; separates decision quality from outcome quality
- First Principles Thinking — strip assumptions, rebuild from foundational truths
- Free Roll — asymmetric upside/downside decision where losses are insignificant; just take it
- Generator Filter — adversarial pair (GANs, separation of powers) creates dynamic stability
- Goodhart's Law — when a measure becomes a target, it ceases to be a good measure
- Hanlon's Razor — never attribute to malice what can be explained by negligence
- Nash Equilibrium — stable strategy profile where no agent benefits from unilateral deviation
- Hard Decisions Are Easy — closeness of options signals you can go fast
- Incentives Matter — understanding incentives is the key to understanding behavior
- Inversion — avoid failure rather than seek success; work backwards from the undesired outcome
- It Pays to Get the Design Right — clever structure tuned to the problem beats brute force
- Jevons Paradox — efficiency gains increase total resource consumption, not decrease it
- Law of Diminishing Returns — each additional input yields less output; get the 80/20 first
- Lindy Effect — life expectancy scales with age for non-perishable things; trust duration over novelty
- Local vs Global Optima — optimizing locally can trap a system below the globally best solution
- Long Chains of Complex Reasoning Are Brittle — each link multiplies failure probability; prefer short chains
- The Map is Not the Territory — models are useful but incomplete; don't confuse abstraction for reality
- The Middle Way — think gray; truth is often between extremes; delay commitment
- Occam's Razor — among equal explanations, prefer the one with fewest assumptions
- Opportunity Cost — true cost of any action includes the best alternative foregone
- Over-Determination by Design — convergence-from-independent-methods is an architectural property of measurement infrastructure, not of evidence
- Pre-mortem — assume future failure, then work backwards to identify what went wrong
- Reference Class Forecasting — anchor on base rates of similar past events before adjusting for specifics
- Second-Order Thinking — ask what happens next after the first-order effect
- See the Good — Sturgeon's Law antidote: train yourself to find the 10% worth keeping
- Skin in the Game — personal exposure to consequences of one's own decisions and advice; no asymmetric payoffs
- Slow is Smooth and Smooth is Fast — rushing causes errors that cost more time than slowing down
- Sunk Cost Fallacy — past expenditures are irrelevant to forward-looking decisions; only future matters
- Survivorship Bias — focusing on survivors while ignoring the invisible failures distorts conclusions
- Take the Other Person's Point of View — genuinely model their perspective before responding
- The Bentham Horizon — structural blindness of reductionism; emergent reality lives beyond it
- Unit Tests — automated verification of isolated code units; specification, regression detection, design pressure
Books
- Antifragile (Taleb) — some systems gain from disorder; antifragility requires asymmetric upside
- Deep Work (Newport) — distraction-free concentration is becoming the key economic superpower
- Freakonomics (Levitt & Dubner) — incentives explain everything; conventional wisdom is often wrong
- Fooled by Randomness (Taleb) — luck is disguised as skill; randomness is disguised as determinism
- How Big Things Get Done (Flyvbjerg) — reference class forecasting beats optimism; bad incentives explain most failures
- Influence (Cialdini) — six automatic compliance triggers: consistency, reciprocation, social proof, authority, liking, scarcity
- The Personal MBA (Kaufman) — mental models + systems thinking beats formal business education
- Poor Charlie's Almanack (Munger) — elementary worldly wisdom + 25 cognitive biases + latticework of mental models
- Sapiens (Harari) — shared fiction enables massive cooperation; happiness depends on expectations, not outcomes
- Seeking Wisdom (Bevelin) — catalog of cognitive failure modes; collect bad judgments and build models to avoid them
- Six Thinking Hats (De Bono) — separate thinking modes to avoid confusion; one hat at a time
- SuperFreakonomics (Levitt & Dubner) — unexpected incentives and technological solutions to "unsolvable" problems
- 21 Lessons for the 21st Century (Harari) — clarity is power; AI+biotech convergence threatens to hack human feelings; global challenges require global politics
- Four Thousand Weeks (Burkeman) — embrace radical finitude; productivity is a trap; attention just is life
- How to Know a Person (Brooks) — seeing people deeply is a learnable moral skill; a person is a point of view
- Nudge (Thaler & Sunstein) — choice architecture shapes decisions; defaults dominate; libertarian paternalism
- Outlive (Attia) — Medicine 3.0: proactive longevity decades before diagnosis; exercise is the primary lever
- The Black Swan (Taleb) — extreme rare events dominate history; build robustness, not prediction
- Statistical Consequences of Fat Tails (Taleb) — Gaussian models fail in fat-tailed domains; be convex to uncertainty, not concave
- Kant: A Revolution in Thinking (Willaschek) — our cognitive structure shapes what we can know a priori; morality can justify what reason cannot prove
- Believe (Douthat) — genuine philosophical reasons to think something lies beyond materialism; strongest on the why, not the what
- Modern Principles of Economics (Cowen & Tabarrok) — a price is a signal wrapped in an incentive; the price system is civilization's coordination mechanism
- Measure for Measure (Shakespeare) — a play about public choice: governance systems fail when enforcers share the appetites they regulate
- Othello (Shakespeare) — Iago releases stored social energy he did not create; the powerful are blind because they are too busy performing their place
- Macbeth (Shakespeare) — a good man's conscience narrates its own descent and is overridden anyway; sunk-cost ratchet from agonized first murder to administrative last
- Antony and Cleopatra (Shakespeare) — the cold expected-value world inherits the earth and is cheated of its one trophy by the value it can't price; folly and sublimity held past separating
- Feynman Lectures on Physics (Feynman) — approximation is the method; structural analogies reveal the deep unity of physics
- Classical Mechanics (Taylor) — symmetry implies conservation; chaos was hidden by linearization; Newton's third law fails relativisticallyf
- The Road to Serfdom (Hayek) — no stable middle ground between markets and planning; freedom enables innovation; equality before law contradicts equality of outcome
- The Myth of the Rational Voter (Caplan) — voters are rationally irrational; four systematic biases explain persistent bad economic policy
- Fly By Night Physics (Zee) — three dimensions, three constants; symmetry first then laws; dimensional analysis as constraint
- For a New Liberty (Rothbard) — socialism and utilitarianism both fail to protect liberty; constitutional limits have failed; no profit/loss in government
- I See Satan Fall Like Lightning (Girard) — the Gospel exposes the scapegoat mechanism that early civilizations used to maintain social cohesion
- Life and Fate (Grossman) — evil is ultimately impotent against senseless human kindness; one of the great novels of the 20th century
- Stubborn Attachments (Cowen) — sustainable growth is a moral imperative; civilizational collapse is the worst outcome; discount the future less
- Talent (Cowen & Gross) — probe for contrarian convictions and practice habits; become a talent scout in all aspects of life
- Knowledge, Reality and Value (Huemer) — common-sense intuitions are the ground truth for philosophy; ethical intuitionism is most defensible; factory farming may be the greatest moral catastrophe
- Dune (Herbert) — religion as emergent social technology; scarcity and myth combine to create fanaticism; prophecy traps its fulfiller
- The Problem of Political Authority (Huemer) — political authority is incompatible with equal moral status; government coercion fails the common-sense morality test
- The Case Against Education (Caplan) — education is mostly signaling; good private investment, bad social investment; subsidies inflate credential arms race
- Progressive Myths (Huemer) — progressivism relies on empirically false myths; publication bias enables them; epistemic culture at risk
- Nexus (Harari) — information is not truth; it puts things in formation; AI is the first technology that is an agent, not a tool
- Selfish Reasons to Have More Kids (Caplan) — nature wins over nurture in the long run; parenting is graded pass/fail; relax and have more kids
- How Adam Smith Can Change Your Life (Roberts) — be lovely not just loved; the impartial spectator is the engine of moral behavior
- Self-Help is Like a Vaccine (Caplan) — curate your environment; default to kindness; Bayesian updating in daily life
- Letters from a Stoic (Seneca) — presence and focus; cease to hope and you will cease to fear; philosophy blunts circumstance
- American Covenant (Levin) — the Constitution is a framework for disagreement, not agreement; consensus rule as low-pass filter
- Libertarianism: A Primer (Boaz) — liberty is the primary political value; spontaneous order; enumerated powers; markets reduce knowledge problems
- Waves in an Impossible Sea (Strassler) — mass is intransigence from energy; the Higgs field stiffens other fields; we are made from waves
- A History of God (Armstrong) — the concept of God evolves with human needs; religion is pragmatic before it is logical; atheism is often transitional
- Determined (Sapolsky) — free will does not exist; turtles all the way down; retributive justice is indefensible; no justifiable deserve
- Science and Cooking (Brenner et al.) — food is texture molecules plus water; cooking transforms texture into flavor; soft-matter physics governs the kitchen
- Autobiography (John Stuart Mill) — never accept half solutions; learn from everyone; happiness follows from external purpose, not from pursuing happiness directly
- This is Water (David Foster Wallace) — the default setting is self-as-center; education is choosing what to attend to; everybody worships something
- GOAT: Greatest Economist (Cowen) — economics used to carry ideas about the world; today it tests hypotheses; the master economist must be mathematician, historian, statesman, and philosopher
- Enchiridion (Epictetus) — own only what you can control; do not display philosophy, demonstrate it; choose to punish your appetites rather than be punished by them
- The Master and His Emissary (McGilchrist) — the left hemisphere is parasitic on the right; attention is a moral act; Western culture has over-rotated toward fragmented left-hemisphere thinking
- The ONE Thing (Keller) — what is the one thing such that by doing it everything else will be easier or unnecessary; go small, success is sequential not simultaneous
- 12 Rules for Life (Peterson) — hierarchy is ancient and biological; render people competent not safe; tell the truth; tradition encodes solutions to past problems
- Reframe Your Brain (Adams) — reframes are software upgrades to your brain; build systems not goals; always give more than expected
- The Conquest of Happiness (Russell) — unhappiness is mostly self-inflicted; to be without some of what you want is indispensable; widen your interests and react with friendliness
- More from Less (McAfee) — the US economy dematerialized after 1970 not from CRIB strategies but from technology and markets; Malthus was wrong about the future
- The Third Chimpanzee (Diamond) — humans are the third chimpanzee; sexual selection drove human evolution; geography not genetics explains civilizational asymmetry
- The Storm Before the Storm (Duncan) — Roman Republic fell before Caesar; mos maiorum breakdown; Marius privatized the military; escalating brinkmanship is irreversible
- The Emergent Multiverse (Wallace) — Everett interpretation is QM taken literally; worlds emerge via decoherence; measurement problem dissolved not solved
- Hackers and Painters (Graham) — hackers are makers; empathy is the core skill; think what you're not supposed to; a programming language is for thinking, not expressing
- Fragile by Design (Calomiris & Haber) — banking crises are political outcomes; US vs. Canada comparison; deposit insurance destabilizes; subprime crisis was a political bargain
- What's Our Problem (Urban) — political dysfunction is a brain problem; Primitive Mind vs. Higher Mind; Us vs. Them is always a delusion; free speech equalizes power
- Energy and Civilization (Smil) — energy is the only universal currency; history is a quest for denser energy; every transition is powered by existing energy
- The Second Creation (Crease & Mann) — three generations built the Standard Model; mathematics leads physics; symmetry both enables progress and drives dynamics
- Subtle is the Lord (Pais) — Einstein's one revolutionary act was the photon; physicists are conservative revolutionaries; overdetermination of Avogadro's number as model for certainty
- Proof of Stake (Buterin) — crypto as a third incentive mechanism beyond markets and institutions; AI safety and crypto tackle the same control problem
- Something Deeply Hidden (Carroll) — many-worlds is QM taken seriously; worlds emerge from decoherence; probability from self-locating uncertainty
- Life Ascending (Lane) — life emerges from thermodynamic disequilibrium; eukaryotic transition happened once in 4 billion years; aging is curable
- The Mind Illuminated (Culadasa) — attention vs. peripheral awareness; conscious intention reprograms the unconscious; awakening is an accident but practice makes you accident-prone
- The Fabric of Reality (Deutsch) — explanation not prediction is science's purpose; four deep theories unify; shadow photons make the multiverse unavoidable
- Waking Up (Harris) — the self is an illusion discoverable by direct investigation; consciousness cannot be harmed by what it knows; spirituality without metaphysics
- Why Buddhism is True (Wright) — evolutionary psychology vindicates Buddhist insights; natural selection designed the mind to mislead; feelings are evolutionary proxies, not truth
- The Character of Physical Law (Feynman) — symmetry implies conservation via QM and least action; the redundancy of equivalent formulations is itself mysterious
- Dreams of a Final Theory (Weinberg) — arrows of explanation converge; reductionism is an attitude; matter dissolves into symmetry; the SM's arbitrary features are the key unsolved problems
- Viral (Chan & Ridley) — lab-leak hypothesis for COVID; furin cleavage site; China's data suppression; structure of the scientific argument
- QED (Feynman) — three basic actions of QED; path integral; partial reflection as first QM mystery; lasers from Bose statistics
- The Meaning of it All (Feynman) — uncertainty as epistemic virtue; governing under ignorance; imagination as source of scientific ideas
- The Beginning of Infinity (Deutsch) — good explanations are hard to vary; fallibilism drives knowledge growth; humans are cosmically significant universal constructors
- Powers and Thrones (Jones) — medieval forces (climate, plague, migration, technology) echo today; Rome transformed rather than collapsed; civic machinery mattered more than military power
- How the World Really Works (Smil) — four pillars of civilization require fossil fuels; decarbonization is harder than advertised; energy literacy is prerequisite to understanding the future
- The Elephant in the Brain (Simler & Hanson) — humans are strategically self-deceived; consciousness is a press secretary; institutions serve hidden agendas alongside official ones
- Caesar and Christ (Durant) — Rome won every war but the class war; Marius's military reform destroyed the Republic; Christianity's improbable rise
- Losing Ourselves (Garfield) — we exist as persons not selves; no unitary subject found on inspection; non-dual experience; the self-illusion damages ethics
- The Bitcoin Standard (Ammous) — money is about stock-to-flow ratio; governments always debase; Bitcoin as cryptographic hard money
- Leadership Strategy and Tactics (Willink) — detach to see clearly; give trust to build trust; let subordinates own the plan; ego is the primary obstacle to good leadership
- The Life of Greece (Durant) — rule of law makes men free; Greek culture was a slow accumulation not a miracle; liberty and equality are enemies; the Greco-Persian war made Europe possible
- The Intelligent Investor (Graham) — margin of safety renders accurate forecasting unnecessary; Mr. Market is a partner not a boss; stocks grow riskier as prices rise; character matters more than intellect
- Our Oriental Heritage (Durant) — civilization is accumulated and transmitted by education; two hinges of history; a nation is born stoic and dies epicurean; barbarism waits patiently
- Call Sign Chaos (Mattis) — recruit for attitude, train for skill; define end state then release control; trust must be conveyed; protect maverick thinkers
- First Principles (Ricks) — founders were steeped in Roman models; Washington as Cincinnatus; Epicureanism in the Declaration; republic's fatal contradiction was slavery
- Shift Into Freedom (Kelly) — awake awareness is already present; direct recognition not preliminary practice; "what we are looking for is what is looking"
- A New Kind of Science (Wolfram) — complexity from simple rules; universality is widespread; three sources of randomness; natural selection acts only on simple features
- Dawn of the New Everything (Lanier) — determinism and free will dissolve under computation; AI is a non-real-time avatar; approach not arrival makes science realistic
- Slack (DeMarco) — slack is the degree of freedom required for change; efficiency and agility trade off; give up control to keep it; leadership without authority is the real kind
- The Thinking Course (de Bono) — perception is the source of almost all thinking errors, not logic; the intelligence trap; PMI and APC as attention-directing tools; operacy alongside literacy
- Zen and the Art of Motorcycle Maintenance (Pirsig) — Quality as pre-intellectual perception; Western classic/romantic split; peace of mind is the prerequisite of right work; sides of the mountain sustain life
- Artificial Intelligence: A Modern Approach (Russell & Norvig) — rational agents maximize expected utility; alignment problem; Nash equilibrium; ML as search; autonomous weapons ethics
- The Ghost Map (Johnson) — miasma theory persisted against evidence; Snow's dot map made the pattern undeniable; cities are engines of civilization; interdisciplinary problem-solving
- You Are Not a Gadget (Lanier) — lock-in embeds dehumanizing assumptions; MIDI as metaphor for path dependence; collective intelligence devalues individual voice
- Third Thoughts (Weinberg) — asking the right questions advances science; EFT as scale-limited maps; Mach's anti-atomism as cautionary positivism; compatibilist free will
- How to Take Smart Notes (Ahrens) — writing is the medium of thinking not its output; Zettelkasten as bottom-up emergence; permanent notes as building material; reading requires translation
- How to Win Friends and Influence People (Carnegie) — criticism never produces change; genuine interest is rare and powerful; talk in terms of others' wants; admit error quickly
- The Red Queen (Ridley) — sex exists to outrun parasites; Red Queen dynamics; sexual selection for genetic quality; human nature is real and cross-culturally consistent
- Homo Deus (Harari) — famine, plague, war largely conquered; new agenda is immortality, happiness, divinity; Dataism erodes liberal humanism; free will may be an illusion
- A World Without Email (Newport) — hyperactive hive mind destroys attention capital; email culture optimizes for responsiveness at the cost of depth; redesign workflows not habits
- Map and Territory (Yudkowsky) — rationality is systematic correction of the brain's distortions; a belief is only worthwhile if you could be persuaded otherwise; if you can explain all outcomes equally, you have zero knowledge
- SCRUM (Sutherland) — plans made upfront are always wrong; inspect and adapt continuously; team performance dominates individual performance; heroism is a warning sign
- How to Decide (Duke) — outcome quality shadows decision quality; when a decision feels hard it's often easy; decision stacking and reversibility reduce the cost of being wrong
- The Button (Perry & Collina) — sole presidential nuclear authority is unconstitutional and dangerous; accidental war risk vastly exceeds deliberate attack risk; ICBMs should be eliminated
- The Design of Everyday Things (Norman) — human error is system error; duty of design is to understand people not the reverse; knowledge lives in the environment; Whitehead on unconscious competence
- How Emotions Are Made (Barrett) — emotions are constructions not reactions; the brain predicts and assigns meaning; culture shapes emotional architecture; body and emotion are integrated
- The Epicurus Reader (Epicurus) — anxiety not poverty is the obstacle to happiness; the four-part cure; wanting more than you need creates the problem; the wise man is grateful for correction
- The Denial of Death (Becker) — death awareness drives all human heroism and meaning-making; we are gods with anuses; psychology cannot replace religion as a system of self-transcendence
- Mysticism and Logic (Russell) — mysticism as attitude not creed; science is the path to truth; Cantor solved the infinite; obviousness is always the enemy of correctness
- Thinking About Mathematics (Shapiro) — structuralism: numbers are positions in structures; Gödel's incompleteness; arithmetic truth outruns any formal system; math is accepted pragmatically not foundationally
- The Bullet Journal Method (Carroll) — living autobiography; true efficiency is spending time on what matters; the long way is the short way; organization can become distraction
- Fearless Symmetry (Ash & Gross) — Galois representations connect number theory and geometry; definitions create usage; complex numbers forced by cubics; representations as intentional distortions
- Poor Richard's Almanac (Franklin) — observe all men; yourself the most; self-knowledge begins self-improvement; the twelve virtues as a systematic self-improvement program; time is what life is made of
- The Art of Worldly Wisdom (Gracián) — master yourself before others; act as if always observed; excellence in quality not quantity; join extremes to find the middle way; never act from emotion
- Hacking Darwin (Metzl) — genetic technologies are making humans active engineers of evolution; aging is the leading cause of death; diversity is our species' sole survival strategy
- Extreme Ownership (Willink & Babin) — leadership is the single greatest factor in team performance; there are no bad teams only bad leaders; ego is the primary obstacle; the dichotomy of leadership
- Breath (Nestor) — 90% breathe incorrectly; CO₂ is the master hormone; 5.5 breaths/min is the coherent frequency; breathing is the power switch to the autonomic nervous system
- Every Love Story Is a Ghost Story (Max) — DFW's project: recover sincerity from irony; choosing what to pay attention to is the central ethical act; the center of postmodern culture is empty
- The Physics of Climate Change (Krauss) — Fermi-physics primer on climate: solar geometry, molecular vibrational modes, a 10⁻⁴ trace gas as a ~0.5 cm solid-carbon layer controlling planetary temperature; 10⁸ yr of sunlight released in two centuries
Wisdom
- Amor Fati — love of fate; embrace what happens as necessary; resist nothing that has already occurred
- Memento Mori — remember death; time is the only true possession; wasting it is a form of suicide
- Respond, Don't React — expand the space between stimulus and response; Stoic Test Strategy
- Systems Not Goals — goals set a ceiling; systems set a floor; habits are the compound interest of self-improvement
- Happiness — want what you have; happiness is about thinking, not circumstances; must be in your control
- Perfection Not Required — the goal is growth, not a score; seek feedback loops; the Stoic Don'ts
- Be the Good — Intelligent Action is Power — embody values, don't announce them; action, not knowledge; deserve what you want
- Strict with Yourself, Lenient with Others — apply the highest standard inward; extend the most charitable interpretation outward
- Don't Lie — Evil is Only Possible Through Lies — honesty is the structural prerequisite for character and functional society
- Rationality — Moral Duty to Be More Rational — we have a moral obligation to think clearly; epistemic conduct affects everyone
- You Are What You Think — character is the residue of habitual thought; with practice, thought patterns can be changed
Articles
- Why We Should Be Excited About Artemis (Lowe) — space vs. Earth problems is a false dichotomy; moral progress comes through expanded awareness, not suppressed joy
- The Rise and Fall of Peer Review (Mastroianni) — peer review failed as a scientific quality mechanism; science is a strong-link problem, not weak-link
- Techno-Optimism (Buterin) — technology N+1 fixes N's problems, but not automatically; AI is a qualitatively new type of mind requiring intentional stewardship
- Huemer's Proof of Free Will (Huemer) — Huemer argues free will follows from epistemic axioms; John finds the argument circular but formally interesting
- The Power of Environment (Farnam Street) — environment is the hidden force guiding behavior; design it deliberately for your future self
- Good Writing (Paul Graham) — good writing and good thinking co-occur only when developing ideas, not describing others'
- Paul Graham on Writing (Two Essays) — unified treatment of both essays: writing = thinking when developing ideas; recursive question-answer method; breadth × depth; prose quality as evidence of sound reasoning
- Coasean Bargaining at Scale (Cosmos Institute) — AGI enables hyper-granular contracting; state shifts from planner to framework guarantor; alignment as market selection
- How to Write an Essay (Paul Graham) — essays need topic plus genuine insight; breadth from reading, depth from doing; laundry-list diversity in reading
- Don't Give Up on Kids Because of Climate Change (Alexander) — climate risk is overstated and childlessness-as-activism backfires by shrinking future climate-conscious population
- AI and Research Papers (Kling) — the unit of scientific knowledge is the claim, not the paper; AI should deliver confidence-weighted answers, not PDF lists
- AI Stance as the New Dividing Line (Free Press) — denialists, minimizers, and adapters; AI stance is becoming more predictive than political affiliation
- Agentic Engineering (Willison) — agents run tools in a loop; code execution is the defining capability; hoard working patterns; verify before you submit
- Help Claude Help Us (causalinf) — domain expertise × AI = rocket; no domain knowledge + AI = thin ice
- Tyler Cowen on AI and Academia — surface-level response (policy, "blending") without urgency; tenure as insulation from adaptation pressure
- Something Big Is Happening (Shumer) — the people getting ahead aren't using AI casually; serious use compounds
- On Causation — association is prediction; causation is intervention; Neyman's counterfactual frame
- Can AI Help Us Find God? (Free Press) — AI as a responsive oracle; printing-press analogy for religious fragmentation
- The Wages of Sin (Huemer / Fake Nous) — most people lack character; follow the crowd; satisfy desires; virtue requires deliberate cultivation
- On Hating the Opposite Sex (Huemer / Fake Nous) — gender hatred misattributes human-universal flaws to a group; realistic expectations > antagonism
- What Scares Me Most Is Now (Lowe) — "now" is the most slippery thing we experience, yet the only thing we ever inhabit
- Roberts & Cowen on Life and Fate (Conversations with Tyler) — joint close reading; senseless kindness as unkillable; fascism vs. communism as negotiability; Chekhovian anti-fanaticism
- Andy Hall: Five Pieces of Advice on AI for Polisci/PE Academics — learn coding agents aggressively; raise research ambition; engineering paradigm for social science; AI as object of institutional design
- Shipping at Inference-Speed (Steinberger) — inference time is the new bottleneck; docs-as-context; oracle pattern; 5× session productivity with GPT-5.2; start with CLI
- The Beauty of Slow Research Assistants (Fletcher) — RA slowness was structural pacing; AI removes it; bottleneck inverts to researcher attention; ideas now consumed not accumulated
- The Hard Problems (Alison) — first-party; Chalmers' Hard Problem paired with a "Dual Problem" (objectivity from pure subjectivity); six-problem framework across consciousness / math / physics; side-stepping as a mode of resolution
- The Physics Behind the Discovery of the Higgs Boson — Series (Alison) — first-party; ongoing Substack series on the Higgs discovery; scale of the LHC endeavor (Pt 1); Newton's Dream as the founding aspiration of reductive explanation (Pt 2); convergence of the explanatory web as a fact about nature, not a necessity + counterfactual structures + circular-Higgs hint (Pt 3)
- Can Science Account for Its Effectiveness? (Alison) — first-party; science's bootstrap: regularity-assuming axioms cannot be justified from inside science; Wigner-adjacent companion to the Hard Problems essay
- Magnifica Humanitas (Leo XIV) — Pope Leo XIV's first encyclical, entirely on AI; technology is "never neutral"; "disarm" AI = prevent domination, not reject; Babel vs. Jerusalem; universal sharing of AI's wealth; dignity of work, truth, freedom; deliberate Rerum Novarum / Leo XIII echo
- Half A Month Of Consolation Writing Advice (Alexander) — fifteen pieces of writing advice; microdishonesty as the prose-level signature of distracted thought; cliches as the bricks you must refuse and rebuild
- The Philosophy of Bah (Caplan) — intuitionism as the trained reflex to deny a glaringly false conclusion's premise; proofs run from more obvious to less obvious; John's open question on the limits
- Vitalik's Self-Sovereign LLM Setup — local-first AI as a feasible 2026 posture; LLM as dependency reducer rather than adder
- A Brief History of Lab Notebooks (Asimov Press) — three eras (narrative / quantitative / institutional); the published paper is the lab notebook with the doubt edited out
- Is Claude Mythos Terrifying or Just Hype? (Newport) — discount lab self-marketing; AI vulnerability discovery is incremental, not paradigm-shifting
- Cosmic Inflation (Dodelson) — horizon problem + a "new substance" that can never be detected today; foundation post for a series
- The One-Shot Paper Isn't One Shot (Fletcher) — "Not 'Which AI?' but 'Which context?'"; the transferable AI-research skill is context construction, not prompting
- Reimagining Books (Manek) — Stripe Press, Quanta, Arena as the new presses; AI-native books arriving; the Big Five's pricing moat is drained
- Why Is OpenAI Dropping Video? (Free Press) — Sora retreat as a cost-side decision misread as capability-side; AI-stance taxonomy as predictive variable
- Academics Need to Wake Up on AI — Parts I & II (Kustov) — jaggedness explains polarization; publication lag makes AI critiques obsolete; disclosure mandates without enforcement select for dishonesty
- Evolving Dark Energy and AI (Dodelson) — DESI evidence w(z) may not be constant; a 25-year-old parameterization fit in minutes; senior researchers' ceiling rises sharply
- My Simple Model of Fertility Decline (Cowen) — preference-driven decline; supply-elastic children; very hard to reverse via price-side policy
- Your Job Isn't Disappearing — It's Shrinking (Tegze) — defensive adaptation strategies all fail; redesign the role around what AI now makes possible; firms capture productivity, workers bear the redesign cost
- School Is Way Worse for Kids Than Social Media (Stark-Elster) — COVID natural experiment, seasonal psychiatric-visit data, 2012-Common-Core timing all point at school
- The Dilbert Afterlife (Alexander) — Adams as a case study of totalizing-frame lock-in: the persuasion theory required defending whatever Trump did next
- The Surprisingly Long Life of the Vacuum Tube (Construction Physics) — the technology family is wider than the consumer-electronics narrative; magnetrons, gyrotrons, X-ray tubes are still the only way to do certain jobs
- Libertarianism Is Dysfunctional, but Liberty Is Great (Lonsdale) — separates liberty from libertarianism; performance metrics inside government as the practical liberty move
- Technological Optimism and Appropriate Fear (Clark) — Anthropic's Jack Clark on AI as "a real and mysterious creature"; the case for both optimism and fear at once
- Forget Chatbots. You Need a Notebook (Newport) — handwriting forces sequencing; the notebook is the place where understanding is constructed, not retrieved
- JUNO — Next-Generation Underground Neutrino Detector — JUNO online August 2025; reactor antineutrinos at a baseline tuned to mass-ordering; over-determination by design across JUNO/Hyper-K/DUNE
- 100,000,000 CROWPOWER (taylor.town) — humans built horsepower; we have no analogous unit for cognition; what such a unit would have to measure (difficulty, scaling, emergence, learnability)
- AI Discourse Is Haunted by Presentism Bias (Bentham's Bulldog) — anchoring AI assessment to today's capabilities is a structural error against a technology compounding on a four-month timescale
- Susan Orlean Goes In Blind (Totei) — go in unprepared; write by hand; the writer's own interest is the unforgeable signal readers detect
- Advice for Writing Peer Reviews (Sutton) — five-section structure; separate the decision from the wishlist; the author is the one doing the real work
- The Bitter Lesson (Sutton) — what scales with compute is search and learning; building in how we think we think plateaus
- Easy Is Overrated (Newport) — AI papers got more polished and measurably worse on reading-ease; desk-rejection rate 70% vs. 44%; collective-action losses from individual ease
- How Long Do We Wait for New Inventions? (Potter) — 90% of inventions arrive within 50 years of feasibility; the binding constraint is technology, not science
- Why Airlines Are Always Going Bankrupt (Oks) — airlines as the textbook empty-core industry; profitable or competitive but not both; FFPs are the actual business
- The Best Argument Against Deontology (Bentham's Bulldog) — Kowalczyk's suitcases: every deontological response generates Pareto violation, deontic cycles, or perverse ignorance incentives
- Where the Goblins Came From (OpenAI) — Nerdy-personality reward signals leaked out of their scoped condition; canonical small example of RL reward leakage
- Some Thoughts on AI and Research (Andrews, MIT) — three-case framework for PhD-student skill investment; "GPT 5.4 Pro is substantially better at convex analysis proofs than I am"
- Information and Technological Evolution (Potter) — invention is search over a vast space; modular hierarchical construction is what makes the search tractable
- Helium Is Hard to Replace (Potter) — unique properties (lowest boiling point) make helium irreplaceable in MRI cooling, EUV lithography, and fiber optics
- How an Oil Refinery Works (Potter) — distillation + cracking; 100M barrels/day; 90% of chemical feedstocks; one Richmond-sized refinery × 400 = the world
- Fine-Tuning Clearly Needs Explanation (Bentham's Bulldog) — antecedent epistemic improbability survives necessitarian dodges; "brute fact" abandons Bayesianism
- How Continental Philosophers "Argue" (Bentham's Bulldog) — catalog of non-arguments: assertion-as-proof, attribution-as-evidence, scare quotes, scare-words
- LLMs Report Subjective Experience Under Self-Reference (Berg/de Lucena/Rosenblatt) — self-reference reliably elicits experience claims; suppressing deception SAE features increases them — across model families
Topics
Cross-cutting synthesis pages. Each draws from multiple books and mental model pages.
- Leadership and Teams — leader as climate-setter; trust as prerequisite; extreme ownership; no bad teams only bad leaders
- Decision Making — separate decision quality from outcome quality; match speed to reversibility; bias is systematic and correctable; temperament beats intellect
- Stoic and Epicurean Philosophy — control the controllable; anxiety not poverty is the obstacle; death and meaning; wisdom in practice
- Consciousness and Mind — the self is a construction; left hemisphere narrator; no-self is experiential not conceptual; the hard problem remains
- Human Nature and Evolution — natural selection built minds for survival not truth; diversity is the species' survival strategy; determinism and responsibility
- Physics and the Nature of Reality — effective field theory; quantum strangeness is real; complexity from simplicity; Gödel and limits of formal systems
- Liberty and Political Economy — knowledge problem makes central planning impossible; public choice theory; education as credential cartel; constitutional design
- Attention and Deep Work — deep work is a skill not a preference; attention is the fundamental resource; knowledge management multiplies output; slack as structural necessity
- autoresearch (Karpathy) — Karpathy's automated literature review pipeline; relevance scoring; synthesis architecture
- Innovation and Creativity — breadth × depth is the innovation formula; adjacent possible; writing forces clarity; genius + dogged pursuit
- Determinism and Free Will — determinism is probably true; libertarian free will incompatible with both determinism and indeterminism; moral responsibility is forward-looking
- Lifelong Learning — education is mostly signaling (sheepskin effect); teaching is learning; AI is the new frontier
- Politics and Political Epistemology — ideology as tribal identity; political myths; structural failures of democracy; sustainable growth as moral imperative
- Philosophy and Epistemology — philosophy clarifies assumptions; moral intuitions are more reliable than metaphysical ones; radical skepticism as probe not conclusion
- AI and Experimental Particle Physics — agentic AI now executes full HEP analyses autonomously; physicist role shifts to architect and critic; four grand challenges for AI-native HEP
- Agentic AI Systems — generator/evaluator separation; context resets beat summarization; harness complexity tracks model capability; human gate placement is a first-order design decision
- AI Infrastructure and Scaling — extreme co-design at rack scale; four scaling laws (pre-train/post-train/test-time/agentic); install base defines architecture; compute is the sole ceiling
- AI-Native Software Development — full-stack ownership as moat; two programming modes (autonomous vs. iterative); specialist fine-tuning over frontier generalism; speed is UX; benchmarks mislead
- Causal Inference — prediction vs intervention; Pearl's do-calculus; HEP is already doing implicit causal inference via simulation without the formal vocabulary
- Retrieval-Augmented Generation — parametric + non-parametric memory; updatable index beats scaling for factual tasks; retriever/generator as learnable pair
- Climate and Energy — climate is physics before it is policy; Fermi estimation from solar geometry, molecular modes, and carbon budgets; decarbonization bounded by material flows
- Particle Physics and the Standard Model — humanity's most precisely tested theory; the Higgs discovery as its capstone; the Standard Model as the most complete realization of Newton's Dream to date
- Humans Are Special — first-party; three-strand argument (Bayesian Fermi, metaphysical hard problem, thermodynamic fossil-fuel prerequisite) for human cosmic significance; anti-Copernican-reflex
- Humidity, Dew Point, and Vapor Pressure — first-principles primer; saturation vapor pressure \(e_s(T)\) ties \(T\), RH, and \(T_d\) via \(\mathrm{RH} = e_s(T_d)/e_s(T)\); Clausius–Clapeyron 7%/°C; ideal-gas partial pressure as the right humidity variable
- Signal Detection under Background Uncertainty — the compensator (Banerjee & Algeri): one scalar — the background-model error projected onto the signal direction — replaces background estimation; sign of the compensator decides conservative vs. anti-conservative inference; enriched with first-party mapping to CMS ZZ/ZH→4b hemisphere-mixing systematics + the profile-likelihood-projects-fb⊥ (variance-only) analysis
- ATLAS Jet Calibration and the Global Sequential Calibration (Run 1) — JES → GSC → in-situ chain; GSC removes per-jet response fluctuations (quark/gluon flavour, shower depth, punch-through) via 5 sequential MC corrections; up to ~35% resolution gain
- Reproducible Research Code and Data — Gentzkow & Shapiro's 8 rule-pairs (automation, version control, directories, keys, abstraction, documentation, management, style); run-script as the only documentation that can't go stale; enriched with first-party HEP transfer assessment (provenance-complete reruns, pinned data revisions, normalized analysis metadata)