Diversify by asset class
Optimize for Sharpe
Trust the model
But here’s the truth:
That’s not how people work.
When emotions spike, stories collapse, or regimes shift…
portfolios built on MPT fail.
And when survival depends on being “perfectly rational,”
you’ve already lost.
Old Paradigm: “Optimize returns per unit of volatility. Diversify by asset class. Stick to the model.”
New Paradigm: “Architect for structural survivability under stress. Diversify by economic environment. Build for emotional endurance.”
Modern Portfolio Theory (MPT)
Assumes investors are rational
Defines risk as volatility
Allocates by asset class
Optimizes for Sharpe & Beta
Built on historical averages
One-size-fits-all models
Intelligent Portfolio Design™ (IPD)
Designs for behavioral reality
Defines risk as fragility
Allocates by economic regime & risk factor
Optimizes for Stability (Γ), Resilience (Τ), and Efficiency (Η)
Built on real-world stress tests
Adaptive, behavior-aware systems
Core Components of IPD:
✅ Sigma Score™ — Measures structural integrity across 12 dimensions of risk
✅ Quantum Portfolio Engine™ — Two-layer design (Balanced Beta + Adaptive Overlays)
✅ PortfolioVoice™ — Translates data into human trust signals
When markets shift:
❌ Most models break
❌ Most advisors scramble
❌ Most investors abandon ship
✅ Peace of mind during storms
✅ A principled way to allocate without guessing
✅ A new standard of proof-based clarity
→ Self-directed investors
If you’ve blamed yourself for reacting emotionally,
it’s not your fault.
You just weren’t given a portfolio built for human reality.
→ Fiduciary advisors
If you’re tired of defending fragile models with rational-only tools,
this is your upgrade —
a principle-based system that restores trust.
What Are the 12 Dimensions of Portfolio Risk?
What Is Gamma, Tau, and Eta in Portfolio Design?
Can a Single Number Really Tell Me if My Portfolio Is Built to Last?
How Does the Sigma Score™ Help Me Identify Hidden Fragility?
© 2025 | TheMarkJohnson™ | All Rights Reserved
Terms & Conditions | Privacy Policy
© 2025 TheMarkJohnson™
All Rights Reserved
Terms & Conditions
Privacy Policy