Are We Witnessing a Depression
Already in Progress?
The four-stage transmission sequence that preceded every major depression since 1920 — hyperinflationary shock, demand destruction, asset deflation, balance-sheet recession — may no longer be a forecast. The evidence now points to conditions already underway. The mechanism: when inflation is structural and tariff-driven, rate hikes suppress demand without resolving the price signal. The patient weakens while the fever holds. The Fed and ECB occupy this trap today, with no clean exit visible.
What follows demand destruction is not recovery. It is repricing. In Q1 2026, that repricing began across every asset class simultaneously. This is not noise — it is the market confirming eighteen months of macro signalling in a single quarter.
Four Models. Six Signals.
All Pointing the Same Direction.
We run four independent quantitative models weighted against a century of depression-class episodes. All four are in agreement for the first time since 2008. The blended probability output is not a comfort.
Blended model · Q1 2026
Policy incoherence assumed
Regime persistence
High inflation + neg. growth
Six Precursors. All Active.
Four or more concurrent signals have preceded every depression-class event since 1929. All six are live today. Concurrent activation is multiplicative — each signal worsens the conditions for the others.
Every Asset Class. Every Geography.
Negative. Simultaneously.
The first quarter of 2026 was not a drawdown. It was a regime change confirming itself in price. A 10% loss requires an 11.1% gain to recover. A 20% loss requires 25%. The mathematics of recovery are asymmetric. The longer capital remains exposed to directional beta, the steeper the arithmetic required to return to par.
Net of all fees. Q1 2026. Past performance not indicative of future results.
Since June 2021. Net of all fees. Past performance not indicative of future results.
Positive Returns in Every Crisis Without a Single Exception
Elevated volatility is not risk in this architecture — it is the raw material for returns. The crash-protection and volatility-harvesting algorithms activate precisely when traditional strategies begin to fail. The record below is not marketing. It is the empirical consequence of a design principle tested across six crisis events since inception.
| Crisis Event | Date | TCG QCAM | S&P 500 | Alpha |
|---|---|---|---|---|
| Russia–Ukraine War | Feb 2022 | +1.97% | −3.1% | +507 bps |
| Global Inflation Shock | Apr 2022 | +2.33% | −8.8% | +1,113 bps |
| Treasury Yield Surge | Sep 2023 | +1.45% | −4.9% | +635 bps |
| Iran–Israel Escalation | Apr 2024 | +0.61% | −4.2% | +481 bps |
| Fed Hawkish Pivot | Dec 2024 | +0.17% | −2.5% | +267 bps |
| Trump Tariff Shock | Mar 2025 | +1.33% | −5.8% | +713 bps |
| Q1 2026 — Full Market Selloff | Q1 2026 | +4.4% | −4.6% | +900 bps |
Source: TIWCG. Net of all fees. Past performance not indicative of future results.
Long-Only Is Not a Strategy Here.
It Is a Position in the Wrong Direction.
In a bull market, beta is a free lunch. In a depression-path environment with a 67% recession probability and a 38% depression-entry probability, beta is a liability still priced as though it were free. The rational response is not hedging. It is structural reallocation. The mathematics are unambiguous.
| Product | Structure | Ann. Return* | Sharpe | Max DD | Min. Invest |
|---|---|---|---|---|---|
| QCAM Discretionary Portfolio Management | Managed Accounts / DPM | 16.8% | >2.5x | <−2% | USD 2M |
| Capital Builder — Equity | Mauritius VCC | 13.2% | >2x | −2.3% | USD 100K |
| Multi Strategy Quant Fund | Singapore MAS VCC | 12.6% | >2x | −0.63% | USD 50K |
| Inflation Protected Fixed Return | Mauritius VCC | 7–9% target | N/A | N/A | USD 100K |
* Historical returns, net of all fees. Past performance not indicative of future results. | Strategic expansion: Singapore Fund II (under structuring) · Switzerland Institutional JV (under structuring)