Human Personality Types — A Generalisation¶
flowchart LR
bio[biology: dopamine · serotonin · cortisol · HH gene] --> ocean[OCEAN axes]
ocean --> behav[behaviour: dress · career · politics · health · susceptibility]
ocean --> stigs[stigmergy: traces left + traces followed]
stigs -->|feedback| ocean
behav -->|over years| stigs
- humans as generators — the three-dial generative model that personality sets at baseline
- social engineering — which personality settings make which manipulation vectors work
- stigmergy in daily life — how personality shapes the traces left and the traces followed
- brain memory management — working memory budget that personality affects directly
- energy & attention — how trait neuroticism and conscientiousness predict attention budget
Investigation · rating: high. Primary sources: McCrae & Costa (1987, 1997); Barrick & Mount (1991); Ashton & Lee (HEXACO, 2007); Cialdini (1984/2021); Paulhus & Williams (2002); Jost et al. (2003); Carney et al. (2008); Roberts et al. (longevity, 2007); Deary et al. (2010); Bogaert et al. (2021 HEXACO/Dark Triad meta); Cornell dopamine/extraversion (2013); Frontiers Styling-the-Self (2021). Forged 2026-05-22.
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Status: budding | 2026-05-22 | rating: high Compress levels: L0 ↓ L1 ↓ L2
L0 — TL;DR (≤5 lines)¶
Personality is biology made visible. Five axes (OCEAN) and one ethical axis (Honesty-Humility) describe nearly all stable individual differences in human behaviour. Each axis is a tunable readout of an underlying neurochemical system — mostly heritable (40–60%), modestly shaped by environment, and stable after age 30. Every axis predicts behaviour in four domains: dress, career, health risks, and susceptibility to influence. The axes interact with stigmergy: each personality type builds a different environment and follows different traces, creating self-reinforcing loops that lock people into niches. No setting is objectively superior — each was adaptive in at least one evolutionary environment.
L1 — Overview¶
The two frameworks: Big Five and HEXACO¶
The Big Five (OCEAN) is the most replicated personality taxonomy in the scientific literature (McCrae & Costa, 1987; 1997). It emerges from factor-analyses of adjective lists in dozens of languages and is robustly cross-cultural:
| Axis | Poles | Neuro basis |
|---|---|---|
| Openness to experience | imaginative ↔ conventional | dopamine mesolimbic novelty-reward |
| Conscientiousness | organised ↔ spontaneous | prefrontal cortex volume; self-control circuits |
| Extraversion | outward ↔ inward | dopamine striatal reward sensitivity |
| Agreeableness | cooperative ↔ competitive | serotonin + oxytocin tone |
| Neuroticism | reactive ↔ stable | amygdala threat-reactivity; cortisol baseline |
The HEXACO model (Ashton & Lee, 2007) adds a sixth axis:
| Axis | Core | Anti-correlated with |
|---|---|---|
| Honesty-Humility | fairness, sincerity, modesty | Dark Triad (narcissism, Machiavellianism, psychopathy) |
HEXACO-H is nearly the inverse of Dark Triad composite: low H = callous manipulation at the trait level. This makes it the single strongest predictor of ethical behaviour across contexts.
The biological substrate¶
Personality is not metaphor — it is hardware. Key anchors:
- Extraversion ↔ dopaminergic reward sensitivity. Extraverts' brains release more dopamine in social/reward contexts, driving approach behaviour. Introverts have higher frontal-lobe dopamine sensitivity — they get overwhelmed faster, not because they dislike reward but because the signal is louder (Depue & Collins, 1999; Cornell Chronicle, 2013).
- Neuroticism ↔ amygdala reactivity and cortisol. High-N individuals show greater and longer- lasting stress responses to the same objective stressor. The amygdala fires faster; the cortisol recovery is slower. This is not weakness — it is a high-fidelity threat sensor that was survival- relevant in ancestral environments.
- Conscientiousness ↔ prefrontal volume and connectivity. Greater grey matter in areas governing planning, inhibition, and goal-maintenance. The trait is, in part, literally more frontal-lobe hardware dedicated to top-down regulation.
- Openness ↔ novelty-seeking dopamine pathways. High-O individuals show more dopaminergic activity in the mesolimbic pathway (associated with curiosity and exploration) and report more vivid mental imagery. This overlaps with the creativity dial in humans-as-generators.
- Honesty-Humility ↔ callousness circuitry. Dark Triad individuals show reduced grey matter in "social brain" structures (PMC10811166), particularly areas processing empathy and long-term social consequences.
Heritability estimates: O ~57%, C ~49%, E ~54%, A ~42%, N ~48% (twin studies meta, Vukasović & Bratko, 2015). These are moderate — meaning environment matters, but the floor is set in genes.
L2 — The six axes in depth¶
Openness to Experience (O)¶
What it is. Breadth of mental life: curiosity, aesthetic sensitivity, abstract thinking, preference for novelty over routine. High-O individuals have more porous category boundaries — they see more connections, take more conceptual risks.
Dress. High-O: unconventional, expressive, anti-fashion-norms (think: vintage mixing, odd colour palettes, artisan over brand). Frontiers (2021) found high-O women chose clothing for individuality over conformity. A University of Amsterdam (2024) study found 68% accuracy in trait-from-clothing judgements, highest for O. Low-O: function and familiarity first; uniform- like consistency, brand trust as stability signal.
Career. High-O gravitates toward arts, research, design, therapy, and any role requiring recombination of unlike domains. Training performance correlates with O because high-O individuals absorb new schemas faster. Low-O excels in roles with stable, well-defined procedures: logistics, compliance, traditional manufacturing, religious institutions.
Politics. Strongest personality predictor of liberalism: high-O → openness to social change, multiculturalism, and progressive policies (Jost et al., 2003; meta-analysis by Sibley & Duckitt, 2008). Effect is consistent cross-culturally. Mechanism: high-O individuals are less aversive to uncertainty, and liberal positions typically require tolerating more ambiguity in social arrangements.
Health. High-O is mildly protective for cognitive health in aging (more cognitive reserve). Risk: high-O is associated with greater cannabis and psychedelic use (novelty-seeking). The same openness that drives bisociation in creativity also drives drug experimentation.
Susceptibility. High-O is susceptible to novelty-dressed manipulation: anything framed as "new," "experimental," or "transgressive" is harder to screen. Low-O is susceptible to stability- dressed manipulation: tradition, authority, "we've always done it this way."
Stigmergy. High-O individuals leave idiosyncratic traces: unusual objects, notes in margins, cluttered with incoming inputs. Their environments are idea-compost heaps — rich but hard for others to navigate. Low-O environments are highly regularised, signalling clear next-action at every node.
Conscientiousness (C)¶
What it is. Self-regulation, planfulness, industriousness, orderliness, adherence to norms. The trait that best predicts "getting things done" — across every occupational domain, every culture, every life stage.
Dress. Classic, formal, reliable. Conscientious individuals use dress to signal competence and organisation. Repeated wardrobes (the "capsule wardrobe" ideal), minimal experimentation. Clothing as social contract: I will show up as expected. Studies find high-C strongly correlated with conventional, representative clothing styles (Frontiers 2021).
Career. The single strongest non-cognitive predictor of job performance across all occupations (Barrick & Mount 1991; meta replicated ~80 times since). High-C workers are more productive, more reliable, and stay longer. Thrives in roles with clear deliverables and standards. Weak in pure exploration roles — the planning reflex fights with open-ended ambiguity.
Politics. Strongest personality predictor of conservatism: high-C → preference for order, predictability, tradition, and established social structures. A 34% increase in conservatism per standard deviation of C (Jost et al., 2003). Mechanism: conscientiousness values maintaining existing systems; disruption has negative utility regardless of ideology.
Health. The strongest personality predictor of longevity and physical health. High-C: fewer accidents, better health behaviours, lower chronic disease incidence, longer lifespan (Roberts et al., 2007; Friedman et al., 1993 "Longevity Project"). The health channel is primarily behavioural: high-C individuals sleep more regularly, exercise more consistently, eat better, visit doctors more reliably.
Susceptibility. High-C is susceptible to rule-authority manipulation: "the protocol says," "your contract requires," "we're all counting on you." Low-C is hard to manipulate through obligation but easy through immediate reward framing.
Stigmergy. High-C builds the most legible environments: labelled folders, routines posted on the wall, items returned to exact locations. These environments are externally navigable by any other agent. They are the canonical stigmergic infrastructure — coordination at near-zero additional cognitive cost per use.
Extraversion (E)¶
What it is. Orientation toward social reward, status, dominance, and positive affect. Not primarily about talkativeness — about where the dopaminergic reward system fires most readily. High-E individuals recharge through people; low-E (introverts) drain.
Dress. High-E: expressive, attention-drawing, status-signalling. Brand visibility preferred. Dress as social advertisement. Low-E: functional, understated, comfort-prioritised. Dressing down is ambient signalling: "I'm not competing."
Career. High-E predicts performance in management, sales, politics, entertainment, law, and any role where social influence is the product. Low-E (introversion) is associated with performance in roles requiring sustained focused work: programming, writing, research, data analysis, surgery. Neither setting is superior — niche-matching is what matters.
Politics. Weaker predictor than O or C, but high-E tends toward stronger national-identity frameworks (collective social reward). High-E leaders are selected disproportionately — humans have a height/dominance/social-fluency heuristic that has nothing to do with competence (Stulp et al., 2013; see also social engineering).
Health. High-E is protective against depression and loneliness. Risk: higher rates of risk-taking (speeding, alcohol, status contests). Introverts show lower cardiovascular risk from social stress but higher risk from isolation if the social environment forces extraversion.
Susceptibility. High-E is highly susceptible to social proof and crowd-level manipulation: popularity signals, consensus framing ("everyone is doing this"), peer approval withdrawal. Low-E is resistant to social pressure but susceptible to exclusive-expertise framing: "this is only for people who think deeply about it."
Stigmergy. Extraverts are voracious trace-readers in social spaces — they update heavily on what others are visibly doing. Their own traces are broadcast-oriented: public posts, loud decor, social-media footprints. They amplify signals in the stigmergic network. Introverts are selective trace-readers and leave small, precise traces for targeted receivers.
Agreeableness (A)¶
What it is. Prosocial orientation: empathy, cooperation, trust, altruism. The dimension most directly tied to relationship maintenance. High-A individuals prioritise harmony; low-A prioritises self-interest and competition.
Dress. High-A: modest, in-group-conforming, non-threatening. Dress avoids dominance signals; warmth cues (soft fabrics, muted palettes) are common. Low-A: power dressing, competitive signals, visible status markers.
Career. High-A excels in care, teaching, social work, nursing, counselling — any role where prosocial orientation is the product. Low-A excels in competitive negotiation, adversarial law, trading, and any role requiring zero-sum thinking. Low-A is overrepresented in executive leadership and entrepreneurship (not because it is better but because competitive environments select for it).
Susceptibility. High-A is the primary target of manipulation. Research consistently shows that vulnerability to social exploitation correlates positively with agreeableness and negatively with conscientiousness and extraversion. High-A individuals: trust quickly, give benefit of the doubt too long, feel guilt when they stop complying, cannot detect contempt behind surface warmth. Cialdini's "liking" and "reciprocity" weapons work primarily through high-A channels. High-A + low-C is the highest-risk profile for predatory manipulation.
Health. High-A is associated with lower chronic inflammation (prosocial behaviour reduces threat-state activation). Low-A predicts higher cortisol in conflict situations and worse cardiovascular outcomes over decades.
Stigmergy. High-A individuals maintain shared environments cooperatively — they clean up after others, re-stock common resources, preserve community traces. They are the maintenance workers of stigmergic systems. Low-A individuals exploit shared environments: consume shared resources, leave their own traces without maintaining others'.
Neuroticism (N)¶
What it is. Emotional reactivity and instability. Tendency to experience negative affect (anxiety, sadness, anger, shame) more frequently and intensely, and to recover more slowly. Not a disorder — a spectrum of threat-sensitivity.
Dress. High-N is inconsistent — dress varies with mood and anxiety state. Often uses dress for self-soothing or concealment (camouflage, comfort-seeking). Significant clothing-as-armour pattern: bulky, covering, avoidance of social-attention-drawing items. Low-N dress is stable and relatively affect-neutral.
Career. High-N is maladaptive in high-pressure roles with ambiguous performance feedback — the emotional reactivity compounds into rumination loops. Adaptive in roles requiring vigilance, detail-checking, and risk identification: editing, QA, safety analysis, medical triage, where high-fidelity threat detection is the product.
Politics. Neuroticism and ideology is the most contested link. In young Americans (< 35), higher N predicts liberal ideology; in older cohorts, the effect disappears or reverses. Likely mechanism: young high-N individuals experience systemic threat as personally threatening, driving identification with change-oriented political identities. High-N is also the trait most predictive of conspiratorial thinking, particularly in the "anxious attachment" sub-facet.
Health. Strongest negative predictor. High-N is associated with: cardiovascular disease, immune suppression, depression, anxiety disorders, chronic pain amplification, and shortened lifespan. The channel is primarily neuroendocrine: sustained cortisol and chronic low-grade inflammation. "Healthy neuroticism" — when N combines with high-C (neurotic vigilance + action) — shows partial protective effects (the worrier who actually books the doctor).
Susceptibility. High-N is acutely susceptible to fear, urgency, and scarcity framing. The threat-detection system that fires for real danger also fires for manufactured danger — high-N individuals cannot easily distinguish signal from noise at the emotional level, even when they can intellectually. Social media's outrage architecture is near-perfectly tuned to this.
Stigmergy. High-N individuals read threat into neutral traces that low-N people ignore. They also leave worry-traces: unanswered emails that accumulate, half-done tasks, warning signs placed everywhere. Their environments often become avoidance architectures: organised around reducing threatening stimuli rather than facilitating action.
Honesty-Humility (H) — the HEXACO extension¶
What it is. Sincerity, fairness, greed-avoidance, modesty. The axis that OCEAN misses because the Big Five was constructed from English adjectives that conflate several H/dark-triad-adjacent terms under Agreeableness. HEXACO separates them. Low-H is the trait-level correlate of the Dark Triad (Bogaert et al., 2021 meta-analysis).
The Dark Triad cluster (low-H): - Narcissism: grandiosity, entitlement, admiration-seeking - Machiavellianism: strategic exploitation, long-term manipulation, emotional detachment - Psychopathy: impulsivity, callousness, fearlessness, no remorse
These three are moderately correlated and share the low-H core, but differ in approach: narcissism needs admiration, Machiavellianism needs leverage, psychopathy needs neither.
Dress. Low-H individuals invest heavily in appearance as power and status signal. Research on Machiavellian clothing (Jonason & Webster, 2012 follow-ups): dark, sharp, asymmetric, "predatory chic." Narcissists are brand-conspicuous; psychopaths are often deliberately anti-signal (threat-by-absence-of-signal). High-H dress is modest and non-competitive.
Career. Low-H is overrepresented in executive positions, politics, and financial services — not because they are better at the job, but because they advance through exploitation faster than high-H individuals in competitive selection environments. Boddy (2011): corporate psychopaths constitute ~3.5% of C-suite vs ~1% population base rate.
Susceptibility. Low-H individuals are the agents of manipulation, not the targets. They exploit the entire susceptibility stack of other trait profiles. High-H individuals are easy targets in competitive environments because they apply rules fairly and assume others do too.
Stigmergy. Low-H individuals are highly strategic trace-readers: they look for weak traces, unmonitored resources, and coordination failures to exploit. They leave deceptive traces (false signals to misdirect). Cooperation-and-deception in stigmergic human groups (biorXiv 2023) shows exactly this: individuals who defect while others cooperate produce systematic free-rider traces in shared environments.
The susceptibility matrix¶
| Manipulated by → | Social proof | Authority | Urgency/Fear | Reciprocity | Flattery | Exclusivity |
|---|---|---|---|---|---|---|
| High E | ★★★ | ★★ | ★ | ★★ | ★★ | ★ |
| High A | ★★ | ★★ | ★★ | ★★★ | ★★★ | ★ |
| High N | ★★ | ★★ | ★★★ | ★ | ★ | ★★ |
| Low C | ★★ | ★ | ★★★ | ★★ | ★★ | ★★★ |
| High O | ★ | ★ | ★ | ★ | ★ | ★★★ |
| Low H | immune | immune | immune | immune | ★★★ | ★★ |
(★★★ = high susceptibility; ★ = low; Low H is immune to most vectors because they are the ones deploying them — the one vulnerability is flattery about their own superiority.)
Evolutionary rationale: why all settings persist¶
No axis was selected to zero. Each pole solved a real problem in the ancestral portfolio:
| Axis | High-pole solved | Low-pole solved |
|---|---|---|
| O | exploration of new niches, tools, alliances | exploitation of known reliable resources |
| C | coordination, infrastructure, reputation | opportunistic flexibility in chaotic environments |
| E | coalition building, resource access, mate attraction | energy conservation, solo predation, deep focus |
| A | intra-group cohesion, alliance maintenance | competitive outcompeting in zero-sum contexts |
| N | early threat detection (survival) | risk tolerance under genuine danger |
| H | reciprocal cooperation (iterated game) | defection in one-shot or anonymous interactions |
The entire distribution persists because environments switch. A conscientious, agreeable population is ideal when the food source is stable and predictable. It collapses when a novel threat appears and needs an open, neurotic early-detector and a Machiavellian leader who can defect on allies when necessary. The species needs the full portfolio.
Stigmergy: personality as trace-architecture¶
The connection from STIGMERGY-IN-DAILY-LIFE: each personality type is not just an internal state — it is an environment-builder. The traces left by a personality type make certain next-actions more likely for themselves and others.
Five trace-architecture archetypes:
- High-C trace system: dense, labelled, regularised. Every object is a prescription for the next action. Maximum coordination throughput per unit of attention. Brittle under high novelty — the system breaks if the unexpected enters.
- High-O trace system: rich, heterogeneous, cross-domain. Idea-compost. Hard for others to read, but extremely generative for the person who built it. Coordination cost is high but synthesis reward is high.
- High-E trace system: broadcast-heavy, socially amplified. The extravert's environment is mostly other people — their traces are the social graph. Influence propagates fast; so does misinformation.
- High-A trace system: maintenance-oriented. Shared resources are kept up; community traces persist. The "invisible infrastructure" of any cooperative institution runs on high-A maintenance effort.
- High-N trace system: avoidance-organised. Space structured to reduce threat exposure: soft lighting, controlled entry, minimal surprises. Protective but also isolating — the environment reduces threat signals including the ones that carry useful information.
The Dark-Triad trace-architecture is the adversarial version of all five: reads all trace- systems, exploits the gaps, leaves deceptive signals. Stigmergic defection.
The feedback loop: personality sets the initial trace architecture, the trace architecture conditions the next-action samples (per humans-as-generators), and those samples reinforce the personality — particularly after age 30 when trait plasticity drops. Interventions that change the environment (high-O stimulus injection, structured C scaffolding, social contact for low-E isolation spirals) change the trace, not just the person.
Clothing: the wearable personality broadcast¶
Dress is the most visible daily stigmergic trace. A 2024 University of Amsterdam study: 68% accuracy in predicting dominant personality trait from clothing alone — the signal is not subtle.
| Trait | Typical dress pattern | Why |
|---|---|---|
| High O | Unconventional, expressive, genre-mixing, artisan | Self-concept broadcast: "I recombine" |
| High C | Classic, formal, capsule, brand-consistent | Reliability signal: "I follow through" |
| High E | Attention-drawing, brand-visible, status-competitive | Approach invitation: "engage with me" |
| High A | Modest, warm-toned, comfort-prioritised, in-group-conforming | Harmony signal: "I'm safe" |
| High N | Variable (mood-driven), covering, camouflage | State management: "I need armour today" |
| Low H | Power-dressing or strategic anti-signal | Dominance claim or threat-by-absence |
Clothing is not just expression — it is a functional stigmergic device. When a conscientious person puts on work clothes, they prime the C axis. When a neurotic person puts on a structured outfit, they partially suppress avoidance architecture. Getting dressed is trace-setting for your own next-action.
What each type is "meant to do"¶
This is the evolutionary niche interpretation — not prescription, but the function each setting was designed by selection to fill:
- High-O: Navigator. Maps unknown territory, cross-connects isolated domains, finds paths that no one else would think to try. Costly in stable environments; priceless at frontiers.
- High-C: Builder. Converts irregular energy into durable infrastructure. Maintains what O discovers. Every institution that survives a generation is mostly C in its daily operation.
- High-E: Coalition-former. Reads social reward signals, builds alliances, spreads information, attracts mates and allies. The social bandwidth amplifier of the group.
- High-A: Cohesion node. Absorbs conflict, repairs relationships, maintains cooperation in the difficult middle of projects. Without A, high-O and high-E tear groups apart.
- High-N: Sentinel. First to detect threat, first to encode fear signals, first to wake the group. False alarms are the cost; real detections are the payoff.
- Low-H: Defector-in-reserve. Useful when the cooperative framework fails and competitive defection is adaptive. Dangerous when the cooperative framework is functioning, because the strategy is indiscriminate.
The full group needs all six. Homogeneous-personality groups fail systematically: all-O groups produce ideas with no execution; all-C groups execute existing plans with no adaptation; all-E groups form coalitions with no depth; all-A groups are exploited until collapse.
Counter-arguments worth keeping live¶
- "MBTI is more practical than Big Five." MBTI is more popular in corporate settings. It lacks psychometric rigor: it forces continuous traits into binary buckets, and test-retest reliability is low (people change type 50% of the time in 5 weeks). Big Five scores predict real outcomes (health, job performance, longevity) with measured effect sizes. Use Big Five for science; tolerate MBTI as a communication shorthand.
- "These correlations are too small to be useful." Effect sizes in personality research are typically r = 0.2–0.4, which feels small. But applied across decades and millions of individual decisions, they are enormous — comparable to the effect of smoking on cancer.
- "Culture determines more than personality." Culture sets the expression envelope; personality predicts variance within that envelope. High-C individuals in collectivist cultures are more C than low-C individuals in the same culture, even if both look more collectivist than someone in an individualist culture.
- "Personality is deterministic and that's fatalistic." Traits are distributions, not fates. The insight is that the environment moves the expressed behaviour more reliably than willpower. Structural interventions (changing traces, scaffolds, defaults) beat character injunctions. The determinism is useful, not disabling.
Sources¶
- McCrae, R. & Costa, P. (1987, 1997). The Big Five personality model. Journal of Personality and Social Psychology.
- Barrick, M. & Mount, M. (1991). The Big Five personality dimensions and job performance. Personnel Psychology.
- Ashton, M. & Lee, K. (2007). Empirical, theoretical, and practical advantages of the HEXACO model. Personality and Social Psychology Review.
- Jost, J. et al. (2003). Political conservatism as motivated social cognition. Psychological Bulletin.
- Carney, D. et al. (2008). The Secret Lives of Liberals and Conservatives. Political Psychology.
- Roberts, B. et al. (2007). The power of personality. Perspectives on Psychological Science.
- Paulhus, D. & Williams, K. (2002). The Dark Triad. Journal of Research in Personality.
- Boddy, C. (2011). Corporate psychopaths and organizational type. Journal of Public Affairs.
- Bogaert, N. et al. (2021). Discriminant validity of Honesty-Humility. Personality and Individual Differences.
- Vukasović, T. & Bratko, D. (2015). Heritability of personality: A meta-analysis of behavior genetic studies. Psychological Bulletin.
- Frontiers (2021). Styling the Self: Clothing practices, personality traits, and body image.
- Cornell Chronicle (2013). Brain chemistry plays role in extroverts. neuroscience.cornell.edu
- PMC10811166. Dark Triad traits and reduced grey matter in social brain structures.
- Cialdini, R. (1984/2021). Influence: The Psychology of Persuasion.
- biorXiv (2023). Cooperation and deception through stigmergic interactions in human groups.
References¶
- McCrae, R. & Costa, P. (1987, 1997). Validation of the five-factor model of personality across instruments and observers. Journal of Personality and Social Psychology. Primary source for the Big Five taxonomy.
- Barrick, M. & Mount, M. (1991). The Big Five personality dimensions and job performance. Personnel Psychology. Key meta-analysis grounding the Big Five's predictive validity.
- Ashton, M. & Lee, K. (2007). Empirical, theoretical, and practical advantages of the HEXACO model. Personality and Social Psychology Review. Source for the Honesty-Humility sixth factor.
- Cialdini, R., Influence: The Psychology of Persuasion (1984/2021). Primary reference for the six persuasion principles mapped to personality type interactions.
- Paulhus, D. & Williams, K. (2002). The Dark Triad of personality: narcissism, Machiavellianism, and psychopathy. Journal of Research in Personality. Foundational Dark Triad paper.
- Vukasović, T. & Bratko, D. (2015). Heritability of personality: a meta-analysis. Psychological Bulletin. Source for the ~50% heritability claim.