Atomic Notessteven · applied ai
175 notes
175 NOTES
  1. 01We moralize outcomes that actually run on proximityoutcomes·293w
  2. 02A confident frame gives people license to manufacture criticismsocial license·215w
  3. 03Coherence proves nothing because any set of facts can be explained coherentlyscientific method·203w
  4. 04Whether suppression breeds a new form or a dead field depends on what it punishesintellectual freedom·305w
  5. 05Cooperation is a betrayal declined, not a betrayal preventednegotiation·285w
  6. 06A maker's personality becomes most visible at the moment the work fails to absorb youabsorption·292w
  7. 07Celebrating anonymous craft requires a named authority to define itcultural capital·293w
  8. 08Curating a culture for outside consumption reshapes what gets made inside itcultural homogenization·274w
  9. 09Brilliance is rare enough that good and neat is a sufficient barconsistency·207w
  10. 10Rumination and effort are both retreats from the presenteffortlessness·243w
  11. 11Every remedy for intelligence failure invites the opposite failureerror tradeoffs·175w
  12. 12True sacrifice is rarer than generosity because it risks everythingheroism·222w
  13. 13The thing that carries no content decides what the content becomesleverage·286w
  14. 14Summaries shed the caveats before they shed the claimcaveats·255w
  15. 15The distance that protects an adviser's judgment is what gets the advice ignoredinstitutional failure·240w
  16. 16Your mind can't flag its own failures because the alarm runs on the failing partsystems thinking·294w
  17. 17A question whose answer doesn't exist yet can't be collected, only framedstrategic judgment·231w
  18. 18AI obsession turns the tool into the destinationinstitutional bias·176w
  19. 19Fun is a state of absorption, not a type of activitywell-being·259w
  20. 20Prestige is a localized halo; attractiveness is globalpersonal development·221w
  21. 21Metabolic stability drives executive controlbehavioral biology·199w
  22. 22Productive procrastination is the only avoidance that never trips an alarmmeta-work·204w
  23. 23A rigid time-block system quietly selects against your most important workfocus·197w
  24. 24A sound feels alive only when its parts refuse to agree exactlysignal processing·314w
  25. 25Banning the dominant subject of an art form can create its next dominant genrefilm history·347w
  26. 26Does Cooperation Beat Cheating After All?political polarization·1830w
  27. 27Sequential decisions are solved by working backwards from the endsubgame perfect equilibrium·174w
  28. 28Expected utility matters more than raw probabilitypsychology·190w
  29. 29Blood glucose is a load-bearing constraint for complex decision-makingproductivity·182w
  30. 30Mistaking common interest for zero-sum games cripples collaborationconflict resolution·178w
  31. 31When all power is reduced to one, you only need one countercounterintelligence·203w
  32. 32There are no veterans in Russian Rouletterationality·255w
  33. 33Belief systems about hiding agents turn missing evidence into proofsocial psychology·261w
  34. 34A theory nothing can refute splinters into endless equal rivalstruth-seeking·270w
  35. 35A ruinous risk is destroyed only when it lands on someone it can't ruinloss absorption·254w
  36. 36A red team selected for its conviction can only return its convictioninstitutional failure·246w
  37. 37What rides free on necessity dies when necessity gets cheapernecessity·309w
  38. 38Grading analysts on process hands them an alibi that slows learningfailure analysis·275w
  39. 39Loss aversion explains why humans fear failure more than they value successmental models·190w
  40. 40A group buys its intelligence and its fragility with the same act of copyinginformation pooling·293w
  41. 41You cannot reason with a tiger when your head is in its mouthabsorbing states·264w
  42. 42An accurate forecast quietly assumes you won't interveneepistemology·294w
  43. 43Yudkin was socially demolished, not scientifically refutedcarbohydrates·277w
  44. 44Chasing the part of growth you can feel starves the part you can'tlearning·294w
  45. 45Decomposing a judgment into a matrix multiplies subjective calls instead of eliminating themepistemic limits·204w
  46. 46A rule's danger scales with how many follow it, not with how wrong it isrisk management·268w
  47. 47The unnamed acts on you before you can act on itperception·234w
  48. 48When enough things optimize toward the same target, the space for everything else collapsesmainstream culture·198w
  49. 49Naming a pattern you are inside of creates a pause you can actually act onlanguage·196w
  50. 50Using measurement to validate preconceptions inverts its purposeconfirmation bias·217w
  51. 51Credible theories must include rules to measure their own termscalibration·174w
  52. 52The default future for people analytics is quiet dismembermentbusiness strategy·218w
  53. 53"Japanese horror" names at least three traditions running in paralleltransgressive cinema·188w
  54. 54Choosing the harder problem is procrastination disguised as effortself-image·283w
  55. 55American remakes preserve J-horror imagery but destroy the grammardread·294w
  56. 56Art is judged by who made it, not by what it looks likevisual interpretation·248w
  57. 57The Seven Countries Study was designed to confirm, not discoversugar·201w
  58. 58J-horror honors dead time where Western horror fills ithorror grammar·251w
  59. 59Designing a method to counter a bias is not evidence it counters the biasforecasting·305w
  60. 60Spontaneous tool use requires knowing both the tool and its target independentlyspontaneous cognition·186w
  61. 61People Analytics Isn't Dying. It's Being Decided.talent strategy·3566w
  62. 62People Analytics Borrowed Intelligence's Vocabulary. It Should Steal the Tradecraft Instead.workforce intelligence·2166w
  63. 63Cheap production barbells a field, it doesn't raise the bar evenlyeconomics of expertise·227w
  64. 64Tradecraft is the analytical edge, not human judgment or empathydecision-making·228w
  65. 65HR's "trust moat" is a vendor pitch, not a defensible positionstrategic positioning·253w
  66. 66The defensible seat is auditing people-models, not authoring themorganizational design·200w
  67. 67Kent's board agreed on "serious possibility" while privately meaning 20 to 80 percentanalytical methodology·252w
  68. 68Five signals identify which services are ripe for agent replacemententrepreneurship·138w
  69. 69The 1956 American recut laundered Godzilla's nuclear politicsHiroshima·172w
  70. 70School and real-world problems are structurally differentpractical wisdom·111w
  71. 71The two failure modes around Service as a Software are equally expensivestructural shift·270w
  72. 72Ma is active emptiness — J-horror trusts the audience to scare themselvesWestern cinema·211w
  73. 73When confident wrong analysis becomes cheap, catching it becomes the scarce skillhuman expertise·259w
  74. 74Decisions require ergodicity to succeed over timepersonal strategy·224w
  75. 75Self-sealing hypotheses cannot be broken with more evidenceintelligence analysis·219w
  76. 76Insulin sensitivity dictates nutrient partitioning before calorie math mattersenergy utilization·211w
  77. 77Forecasts are useless to any actor large enough to change the outcomeepistemology·227w
  78. 78HR's AI leverage is in adoption, not engineeringbusiness strategy·146w
  79. 79AI transformation works at the task level, not the role levelhuman-AI collaboration·162w
  80. 80HR's AI maturity gap is cultural, not technologicalHR strategy·135w
  81. 81Protein distribution across multiple meals optimizes muscle protein synthesisanabolic state·147w
  82. 82Muscle hypertrophy requires mechanical tension rather than muscle damageprotein synthesis·139w
  83. 83Vague probability words let everyone silently disagree while appearing to agreeaccountability·236w
  84. 84Humans should choose what to measure; machines should combine the scoresAI·207w
  85. 85The durable analytics role is auditing people-models, not authoring themanalytics governance·192w
  86. 86Forecasting habits that improve prediction are cheap to install but absent from analytics traininginstitutional resistance·207w
  87. 87Intelligence noise is made of competing true signals, not random staticstrategic failure·272w
  88. 88Miyazaki and Takahata had opposite theories of what animation is forfantasy·147w
  89. 89Takahata directed animation without ever learning to drawdocumentary influence·166w
  90. 90Grave of the Fireflies is about Seita's failure, not the warethical philosophy·206w
  91. 91The 1956 American Godzilla recut worked because Tsuburaya's footage was already transferable spectaclenarrative structure·196w
  92. 92Taste and judgement become the constraint when production is freecraft·176w
  93. 93Judgment, relationships, and expertise only pay off past a time thresholdtime horizon·102w
  94. 94AI tools make it easy to generate forward motion that isn't realproduct-market fit·141w
  95. 95Good speed and bad speed are fundamentally differentdepth vs novelty·123w
  96. 96Short stints cap you at modifying existing things, not creating new oneslong-term thinking·140w
  97. 97Technology's egalitarianism has curdled into chronic restartingdisruption·158w
  98. 98Derive beliefs from anticipated experience, not the other way aroundprediction·168w
  99. 99Friendship uniquely provides perspective, connection, and aspiration at onceaspiration·198w
  100. 100Commerce preceded civic discourse in every historic town squarehistorical methodology·192w
  101. 101Modern convenience dissolved the conditions that once generated civic lifeneighborhood life·196w
  102. 102Social media is a communication tool, not a civic institutioncivic life·141w
  103. 103Social media inverts the architecture that made town squares civildigital society·182w
  104. 104Civic life requires unchosen, recurring, place-bound encounterslocal rituals·180w
  105. 105Treating friendship as effortless keeps it shallowculture·179w
  106. 106Whether to play to win or avoid errors depends on whether you're in your area of expertiseChess·139w
  107. 107For some people, fun and connection are the same underlying drivefulfillment·162w
  108. 108Habits that live on larger timescales survive disruption better than daily onesconsistency·191w
  109. 109School trains you to equate difficulty with valueinstitutional design·152w
  110. 110Smart graduates often make easy problems hardsystems design·148w
  111. 111Cognitive ability can be redirected from difficulty to problem selectionefficiency·122w
  112. 112Important problems are more interesting than hard onesengagement·172w
  113. 113Institutions serve hidden social goals alongside their stated onesinstitutional inefficiency·134w
  114. 114Charitable giving is driven more by visibility than altruismreputation·227w
  115. 115Prestige is your price on the friendship marketsocial markets·166w
  116. 116Art is primarily a display of skill, not an aesthetic experienceartistic merit·195w
  117. 117Self-deception is the engine of social deceptionevolution·156w
  118. 118Godzilla (1954) is two directors' footage interleaved, not one filmatomic anxiety·193w
  119. 119Tsuburaya chose suitmation to build a more detailed miniature city, not because he couldn't afford stop-motionvisual effects history·215w
  120. 120The Godzilla franchise's drift toward camp was Tsuburaya's sensibility winning, not a betrayal of the originalJapanese cinema·249w
  121. 121Godzilla (1954) is the last point where its two cinematic lineages touchscience fiction·175w
  122. 122Arguments without different anticipations are disputes about labelsprediction·175w
  123. 123Abstract beliefs earn their keep by cashing out in sensory predictionsprediction·144w
  124. 124Belief networks can float by connecting only to each otherretroactive reasoning·167w
  125. 125What a belief forbids reveals whether it's realmetaphysics·175w
  126. 126Hard work unlocks rarer forms of funsuffering·184w
  127. 127The 24-7 employee is a person whose agents work while they sleepagent systems·178w
  128. 128Cheap code shifts the hard work from production to selectiontechnical leadership·206w
  129. 129Never building yourself means losing the ability to evaluate what's builtfriction·288w
  130. 130In animation, realism means not deciding for the viewer how to feelaesthetic philosophy·242w
  131. 131Takahata invented a new visual language for each filmemaki·205w
  132. 132The standard misreading of Grave of the Fireflies is itself what Takahata was warning againstcinema studies·246w
  133. 133Why the Universe, Beauty, and Winning Strategy All Reward Restraintleverage·393w
  134. 134Avoiding stupidity produces more long-term advantage than seeking brilliancecircle of competence·161w
  135. 135Index fund investing applies the loser's game strategy to marketsloser's game·164w
  136. 136Most amateur competition is a loser's game, not a winner's gameperformance·153w
  137. 137Fun requires active cultivation, not just free timefulfillment·105w
  138. 138Natural systems minimize action: the universe is deeply lazyuniversal patterns·150w
  139. 139The human behavioral repertoire is surprisingly smallpersonal development·209w
  140. 140Beautiful things are made of focal points that nest inside each otherorganic design·224w
  141. 141Routines that grow through adjustment fit better than routines built from a blueprintauthenticity·219w
  142. 142Three service layers predict which work AI eats firstvalue creation·268w
  143. 143Service as a Software is a market trade, not a margin tradepricing strategy·250w
  144. 144Shimizu's death rattle is scarier when unmoored from the body that produced itremake comparison·192w
  145. 145Godzilla (1954) is nuclear trauma reportage, not monster-movie allegoryCold War·180w
  146. 146Serizawa's self-sacrifice indicts the category of weapon it deploysnarrative structure·244w
  147. 147Ma (間) treats absence as active content, not voiddread·239w
  148. 148Ozu's tatami shot is an ethical choice, not a stylistic quirkaesthetic theory·236w
  149. 149Ozu's pillow shots condition meaning rather than advance itaesthetic meaning·217w
  150. 150Philosophical thinking requires violent deconstruction before reconstructionideas·210w
  151. 151Real knowledge means knowing why the alternatives were rejectedphilosophy·183w
  152. 152Conformist transmission makes social learning humanity's primary cognitive modeidea trends·232w
  153. 153Unconscious assumptions define the aperture of thinkable thoughtstruth-seeking·266w
  154. 154Self-deception is structural: brains destroy the information they acquireinformation distortion·248w
  155. 155Kurosawa Kiyoshi abandons onryō logic — his ghosts have no grievance, just voidphilosophical horror·236w
  156. 156The danchi is J-horror's privileged setting because it embodies the architecture of a broken post-war promiseGothic horror·246w
  157. 157Compressed modernity meant Japan's premodern psychic substrate only needed un-suppression in 1990, not reinventionpsychic substrate·272w
  158. 158The onryō is the protagonist of her own storygender·211w
  159. 159Ito's horror is ontological where the onryō tradition is relationalsupernatural fiction·213w
  160. 160Uzumaki's horror is a brute fact — the origin question is malformedadaptation·288w
  161. 161Audition's torture sequence is a payment ledger, not gratuitousJapanese cinema·273w
  162. 162Audition's bag scene proves J-horror affect separates from J-horror cosmologycinematic grammar·271w
  163. 163The death rattle works because no genre vocabulary domesticates ithorror translation·278w
  164. 164J-horror's absent score is the scorefear psychology·194w
  165. 165Obesity rates took off precisely when low-fat guidelines were adoptedhealth paradox·212w
  166. 166Obesity is better explained as a hormonal disorder than a caloric imbalancebiochemistry·244w
  167. 167Nutrition science suppresses dissent through ad hominem, not evidencemisinformation control·291w
  168. 168Kegare makes J-horror epidemiological, not theologicalcomparative media·157w
  169. 169The AI job-apocalypse panic is the lump-of-labor fallacy with updated brandingeconomic history·223w
  170. 170Automation pulls work up the stack by revealing new frontiers of human ambitionfuture of work·276w
  171. 171Cheaper cognition expands cognitive demand rather than contracting itinnovation·199w
  172. 172Current data show AI has near-zero net employment impactlabor economics·260w
  173. 173Every general-purpose technology reorganizes labor markets rather than destroying theminnovation·173w
  174. 174J-horror curses spread — "survival" means passing the curse onnihilism·181w
  175. 175American remakes strip the onryō's sympathy and kill the cultural critiquesupernatural horror·118w

Atomic notes

One claim per note, argued in plain language.

A working library on game theory, complex systems, probability, and the ideas Steven keeps returning to. Pick one from the left, or start with a recent one below.

175 notes·1065 topics

Recently updated

  1. 01We moralize outcomes that actually run on proximityoutcomes
  2. 02A confident frame gives people license to manufacture criticismsocial license
  3. 03Coherence proves nothing because any set of facts can be explained coherentlyscientific method
  4. 04Whether suppression breeds a new form or a dead field depends on what it punishesintellectual freedom
  5. 05Cooperation is a betrayal declined, not a betrayal preventednegotiation
  6. 06A maker's personality becomes most visible at the moment the work fails to absorb youabsorption