TIP Synthesis

The synthesis that has been missing

If you've traded for a few years and read what's out there on trader psychology, you've probably noticed something. The retail content is mostly the same five biases, recycled across a thousand articles. Loss aversion. Confirmation bias. Anchoring. The disposition effect. Each one named, each one explained in two paragraphs, each one floating disconnected from the others.

The work that actually moves trader performance lives somewhere else.

Hedge funds and institutional desks pay coaches and behavioral economists thousands of dollars an hour to do something different: synthesize across the cognitive sciences. Pull from intelligence research. From behavioral economics. From neuroscience. From sleep and emotion regulation research. From decades of applied trader-coaching literature. Build a model of how this specific trader's brain is wired and what that means for what they should and should not do at the screen.

That synthesis has lived almost entirely behind institutional access. Retail traders have been left with bias lists.

TIP is the synthesis that has been missing.

The assessment maps your wiring across nine cognitive ability axes (drawn from the Cattell-Horn-Carroll model of intelligence), four behavioral routing axes (drawn from prospect theory, somatic markers, hot/cold gap research, and dual-process theory), and eight emotional regulation categories (drawn from the most replicated emotion-regulation findings in the literature). Twenty-one measured constructs across four dimensions. Eighty-nine items. Nineteen archetypes. The output: a research-grounded read of how your brain shows up at the screen, what the failure modes are, what the practice protocols are, and which trading style the wiring fits.

What TIP is not: a personality test, a trading system, a guarantee, or a substitute for putting in the reps. The framework grounds the analysis. The reps build the trader. TIP shows you the map; the trade is still yours to take.

The rest of this page covers where TIP fits in the market, the research lineage that grounds it, the researchers whose work the synthesis draws from, and what the methodology does and does not claim.

The Institutional / Retail Gap

Markets segment trader analysis into three tiers

Where TIP fits between institutional access and retail surface-level content.

TIER 1 Institutional TIP SYNTHESIS Bridge TIER 2 Retail
Tier 1 · Institutional access

Hedge funds, prop trading firms, family offices, the largest retail-trader-services desks. The work draws on cognitive science, behavioral economics, neuroscience, and applied performance coaching. Senior traders work directly with PhDs who specialize in trader populations. Cost runs in a three-thousand-to-eight-thousand-dollars-per-hour range for the kind of one-on-one engagement that would map a trader's wiring across multiple frameworks. The synthesis exists. It just lives behind the access wall.

Tier 2 · Retail surface-level content

Books, blog posts, course modules, podcast clips. Most of it covers the same handful of biases at varying depth. Some of it is genuinely good (Steenbarger's Trading Psychology 2.0, Lo's Adaptive Markets, a few others). But the synthesis layer, the integration of cognitive abilities + behavioral economics + neuroscience + emotion regulation + applied trader-coaching into a single framework that names your specific wiring, has been mostly absent at this tier. Each book covers one slice. The integration happens, when it happens at all, in the reader's head.

Tier 3 · TIP

Institutional-grade synthesis at retail accessibility. Same research foundations Tier 1 draws from. Same multi-framework integration. Different cost structure, different access model. The synthesis that institutional trader-coaching has built across decades, condensed into an assessment and a research-grounded report, on every retail trader's desk who wants it.

The opportunity is not that TIP invents new science. The opportunity is that the synthesis has now been pulled together for retail. The frameworks are decades old; the integration is what was missing for retail traders. That gap is what TIP closes.

Research Lineage

More than five decades, one framework

The frameworks TIP draws on go back more than five decades. The lineage:

1941 Cattell 1965 Horn 1979 Kahneman + Tversky 1993 Carroll (CHC) 1994 Damasio 2004 Lo AMH 2007 Knutson 2017 Walker 2026 TIP
Hover or click any milestone
More than half a century of research
Each node names the researcher and the specific finding TIP draws on. The premium-highlighted nodes are the foundational frameworks that anchor the synthesis directly.

That is the lineage. More than half a century of research, integrated into a single trader-facing framework.

The Lineup

The researchers, named

The frameworks above ground TIP's report content. The researchers whose work the synthesis draws on appear by name in several places throughout your report:

In the explanatory layer that walks through how your wiring shows up at the screen (Cattell, Horn, Carroll, Kahneman + Tversky, Shefrin + Statman, Damasio, Loewenstein, Lo, Frederick, Dweck, Knutson, Walker, Inzlicht). In your archetype-specific neuro-narrative that connects the universal cognitive science to your specific archetype's profile (researcher mix varies by archetype; Kahneman, Damasio, Knutson, Loewenstein appear most frequently). In the trading-hygiene physical-foundation references where Walker on sleep and Inzlicht on process-model self-control surface directly. In the development-roadmap reading recommendations where Lo's Adaptive Markets, Steenbarger's Trading Psychology 2.0, Dweck's Mindset, and Fogg's Tiny Habits are cited. In the mental-game exercise frameworks: Kabat-Zinn (whose mindfulness-based stress reduction work informs the breath-grounded pre-session ritual), Steenbarger (whose CBT-grounded interrupt protocol informs the mid-session tilt-recovery script), Dweck (whose linguistic tools inform the post-session reframing question and the mantra), Fogg (whose anchor-behavior-celebration loop informs the daily practice structure).

Raymond Cattell
CHC Foundations

Factor-analytic foundation for modern intelligence research (1940s). The work that follows for the next eighty years builds on this base.

John Horn
CHC Fluid-Crystallized

Fluid-crystallized intelligence distinction (1965). Separates real-time problem-solving from accumulated knowledge. Becomes the structural backbone of cognitive ability measurement.

John Carroll
CHC Three-Stratum

Human Cognitive Abilities: A Survey of Factor-Analytic Studies (1993). Empirical backbone of modern cognitive ability measurement. The framework TIP's nine cognitive ability axes draw from.

Daniel Kahneman
Behavioral Economics

Heuristics and biases (1974). Prospect theory (1979). Loss aversion quantified at two to three times the weight of equivalent gains. Nobel Prize in Economics 2002.

Amos Tversky
Behavioral Economics

Co-author with Kahneman on heuristics-and-biases and prospect theory. Foundation for behavioral economics as a discipline.

Hersh Shefrin
Disposition Effect

Co-author of The Disposition to Sell Winners Too Early and Ride Losers Too Long (1985). Names the asymmetric exit-discipline failure mode prospect theory predicts.

Meir Statman
Disposition Effect

Co-author of the disposition effect paper (1985). Foundation for understanding asymmetric loss-versus-gain trading behavior.

Antonio Damasio
Somatic Markers

Descartes' Error (1994). Iowa Gambling Task research. Body signals that travel ahead of conscious decision-making.

George Loewenstein
Hot/Cold Empathy Gap

Hot/cold empathy gap research (1996). The cold-state plan that the hot-state self cannot re-derive under pressure.

Andrew Lo
Adaptive Markets

Adaptive Markets Hypothesis (2004). Adaptive Markets (2017). Markets evolve. Framework for regime-aware trading.

Shane Frederick
Cognitive Reflection

Cognitive Reflection Test (2005). Three deceptively simple math problems that measure System 2 audit-of-System 1 capacity.

Carol Dweck
Growth Mindset

Mindset (2006). Growth-mindset research applied to performance domains. The "yet" linguistic tool that preserves the development circuit.

Brian Knutson
Reward Anticipation

Stanford fMRI on the nucleus accumbens (2007). The pre-conscious 200-millisecond firing that travels ahead of conscious decision-making about risk.

Brett Steenbarger
Applied Trader Psychology

Multi-decade work with traders (2003-2015). Trading Psychology 2.0. The applied bridge between behavioral research and live trader execution.

Michael Inzlicht
Self-Control Process Model

Process model of self-control (2012, 2014). Reframes willpower-depletion as attention shifting toward competing goals.

Matthew Walker
Sleep Cognition

Why We Sleep (2017). Measurable cognitive degradation below seven hours. Working memory, pattern recognition, decision speed all carry sleep ceilings.

BJ Fogg
Behavior Design

Tiny Habits (2019). Stanford behavior design lab. Anchor-behavior-celebration loop. Structural rule for daily-practice habit formation.

Jon Kabat-Zinn
MBSR Foundation

Mindfulness-Based Stress Reduction. Informs the breath-grounded pre-session ritual.

Soto + John
BFI-2 Personality

Big Five Inventory work informs the personality-trait layer of the assessment.

None of them have reviewed, endorsed, or are otherwise affiliated with TIP. TIP draws on their published, peer-reviewed research. The report cites the work; the work does the work.

Methodology

What TIP is, what TIP is not

What TIP measures

Your cognitive abilities (drawn from the Cattell-Horn-Carroll model), your behavioral routing under decision pressure (drawn from prospect theory, dual-process theory, somatic-markers research, and hot/cold gap research), and your emotional regulation patterns across eight categories (drawn from the most replicated emotion-regulation findings in the literature). Twenty-one constructs across four dimensions. Eighty-nine items: 83 core, 3 attention checks, 3 cognitive reflection items.

What TIP does not measure

Your trading system, your P&L, your capital base, your market access, your personality in the broad five-factor sense beyond the trait layer that intersects with trader-relevant constructs. The framework is trader-specific.

What TIP does not claim

That the assessment will improve your P&L, that any specific trade or trading style is right or wrong for you, that the report substitutes for trading reps, that the framework guarantees outcomes. The framework names the wiring and the failure modes. You still trade the trades.

What the assessment is

A research-grounded read of your cognitive profile applied to the trading context, with practice protocols, hygiene routines, development priorities, and style-fit reasoning that follow from the read.

How the personalized outputs are computed

The report's personalization layers are deterministic functions of your assessment data. No hidden weights, no LLM interpretation, no engagement-driven adjustment.

Archetype assignment: your top-1 cognitive ability, top-2 cognitive ability, and dominant behavioral routing axis form a triple. That triple maps to one of nineteen named archetypes via a fixed lookup table. If the exact triple is not in the canonical map, the engine falls back to the top-1 ability's default archetype.

Affinity breakdown: for each of the nineteen archetypes, a score is computed from your data on that archetype's defining (top-1, top-2, axis) plus a bonus when your own top abilities match the archetype's defining pair. The top three archetypes by score are normalized to sum to one hundred percent. The proportions reflect how closely your wiring fits each archetype's pattern, not a popularity vote or peer comparison.

Profile clarity: the gap between your top-1 and top-2 cognitive ability scores classifies the read. Gap of fifteen or more is high clarity (your primary is sharply dominant); eight to fourteen is moderate (clear primary with notable secondaries); below eight is low (a flat profile where multiple archetypes are similarly close). The clarity badge is the framework being honest about its own confidence in the assignment.

Atypical-variant detection: if your actual dominant routing axis does not match your assigned archetype's canonical axis, a callout names this explicitly. Most archetypes have one canonical routing axis (e.g. Pattern Hunters are usually patience-routed); the callout surfaces when you are the less-common variant.

D3 leak inflection and strength peak: the leak-naming sentence selects the lowest-scoring of your eight emotional-regulation categories. The strength-peak callout selects the highest-scoring. Both inject your actual numeric score into archetype-specific prose.

Score injection: wherever an ability or axis score appears inside the report prose (as opposed to in a data box), the template fills your actual computed score at render time. No defaults are substituted silently; if a value is missing, a placeholder is rendered explicitly.

You get the map. You still take the trade.