If your work concerns decision-making under stress — the physiology of risk-taking, tilt, loss aversion, discipline under stakes — then it already stands beneath the part of this curriculum we are least willing to get wrong.
A market operator's hardest problem is not analysis. It is remaining the same decision-maker when real consequences arrive. That is a behavioral and physiological problem before it is a financial one — and it is the problem your discipline studies. SimFi teaches operators to prepare, execute, review, and revise under pressure while preserving capital. Two parts of the program depend directly on the scholarship of stress and judgment:
Score family · Behavioral Stability
It measures whether an operator's decisions hold their shape as conditions turn against them. It is defined and weighted from the behavioral literature — not from profit and loss, which never enters a grade.
Instruments · behavioral drift & tilt
They help an operator notice drift and tilt as they happen: recognition, never diagnosis. They are endorsable only because they rest on published research.
We do not build a behavioral claim we cannot cite, and we do not let a behavioral instrument ship on intuition. What we need from this field is the grounding that makes the behavioral half of the curriculum defensible: which findings hold, where the evidence stops, and where a tool would overreach into clinical territory it has no business entering. That is authorship and oversight, not decoration.
You already have standing, students, and venues. Here is what this offers that they do not.
The program's instrumented practice generates ethically collected, longitudinal observation of how people behave when consequences are real, continuously across cohorts, with a co-authored publication path on the anonymized record.
A finding that today lives as a citation becomes a tool that helps operators recognize their own drift in real conditions — applied faithfully and attributed plainly.
The behavioral standard is being defined now. A scholar who shapes it at the outset helps define the credential for everyone who follows.
Motivated adults becoming operators — not undergraduates meeting a requirement. A teaching population that takes the material as seriously as you do.
The concern a serious scholar brings to any trading venture is conflict of interest — that a name lent to education will be read as a name lent to someone's revenue. We built against exactly that. The credential sits on a neutral backend owned by neither the University that teaches nor the Lab that simulates. No simulated result flows into any grade.
You would be associating with a method you can inspect — not a commercial outcome you would have to vouch for.
Your endorsement stays yours, defensible on the evidence, insulated from anyone's profit motive.
These are illustrative anchors. We cite them precisely and represent them as findings — never as endorsements we have not been given.
Endogenous steroids and financial risk taking on a London trading floor. PNAS 105(16):6167–6172.
Underpins · Stress physiology & the drift instrument
Cortisol shifts financial risk preferences. PNAS 111(9):3608–3613.
Underpins · Sustained-stress effects on risk appetite
The Psychology of Trading; and the coaching and self-recognition literature.
Underpins · Discipline, self-monitoring, process focus
Trading in the Zone — consistency and the operator's relationship to uncertainty.
Underpins · Process-over-outcome discipline
The roster is illustrative, not exhaustive, and citation is not endorsement. Where the evidence is contested or thin, we say so and build to the edge of what the research supports — no further.
Involvement scales to your time. Any one of these is a complete contribution; none assumes the others.
Anchor a course or module in the behavioral strand, with your name on the work and your grounding beneath it.
Hold a named Academic Advisory Board seat overseeing the behavioral standard and its claims.
Periodic sessions with operators working through the material, at a cadence you set.
Contributions are recognized and compensated; specific terms are set individually and privately, and structured to preserve the independence described above.
No application to rush — a request to open a conversation about where your work might sit, on your terms and at your pace.
Begin a conversation