Intellectual Humility
Markets regularly surprise experienced participants; healthy scepticism is therefore part of every review.
The portal of Helvetia Quant Labs
The portal of Helvetia Quant LabsQuantitative Research & Development
Governance
Principles for evidence review, intellectual humility, traceability, confidentiality, and long-term responsibility.
Governance review gates
- 01
Scientific Integrity
Evidence is followed even when it challenges prior assumptions, and conclusions remain open to revision.
- 02
Evidence Gates
Material conclusions should be supported by defined review criteria before they are communicated or used more broadly.
- 03
Change Traceability
Material changes should preserve their rationale and source evidence so that conclusions remain understandable over time.
- 04
Model Risk
Model risk includes the possibility that an apparent relationship is unstable, overfit, poorly measured, or no longer representative of current conditions.
- 05
Operational Risk
Operational risk includes dependencies, data quality, recoverability, and the consequences of unavailable or unreliable systems.
Complete framework
Research Lifecycle
Research artefacts remain provisional and reviewable throughout their lifecycle; earlier conclusions may be narrowed or retired.
Precision and Continuity
Small improvements, consistently applied, compound into durable research and operating quality.
Confidentiality
Research is shared where appropriate while proprietary intellectual property and employee records remain protected.
Concentration Risk
Concentration in one assumption, period, instrument, or source of evidence is treated as a source of fragility rather than confidence.