Has the global economic recession quietly begun?

Original Title: Has the Global Recession Begun?

Original Author: Capital Flows

Compiled by: Peggy, BlockBeats

Editor's Note: While the market continues to debate whether a recession has arrived, this article shifts the perspective forward, focusing on the underlying structural constraints. Currently, the interplay between energy shocks, geopolitics, and monetary policy is reshaping a more complex macro environment. In this environment, central banks no longer possess clear reaction functions; traditional paths of raising or lowering interest rates are simultaneously failing, and policy space is "locked."

The article redefines recession from an "economic outcome" to a "strategic state." It not only compresses growth and employment but also weakens a nation's bargaining power, capital attractiveness, and external credibility, thereby losing initiative in the global game. Precisely for this reason, governments are using fiscal, diplomatic, and even geopolitical tools to replace monetary instruments, essentially buying time for growth slowdowns and avoiding being forced to negotiate during a recession.

Under this framework, the market's core is no longer the interest rate path itself, but "who can escape the constraints, and who remains trapped." This difference is first reflected in the foreign exchange and interest rate markets, and then further transmitted to asset prices and capital flows. When valuations continue to rise amidst slowing growth, the underlying reason may not be improved fundamentals, but rather policy expectations that "a recession will not be allowed to happen."

As energy, capital, and power become intertwined again, macro issues are no longer just economic problems but a systemic game spanning policy boundaries.

The following is the original text:

This report is not making a prediction but attempting to outline a possible structure: if the current energy shock continues to spill over and evolves into a global recession, what structure would this process exhibit?

This recession likely will not unfold along the familiar paths but in a way lacking clear historical parallels, transmitting and amplifying layer by layer within the financial system. It must be emphasized that "predicting whether it will happen" and "understanding how it happens" are two entirely different things, and this article is concerned with the latter.

It should also be clarified that I do not believe this scenario is inevitable. Frankly, I am also not one of those "smart money" that went long oil and short stocks over the past month and held on all the way to realize profits. My largest risk exposure is actually in the Hyperliquid ecosystem—it has quietly benefited from geopolitical volatility and is one of the few assets still recording positive returns this year, while the "Magnificent Seven" US stocks and Bitcoin are generally in a pullback phase.

I mention this only to illustrate: the greatest danger in the market is never being wrong about the direction, but rather having a position first and then building a framework to explain the world in reverse.

The Problem Is, This System Itself Presupposes Everything

Supply shocks are one of the few variables that can break conventional economic relationships. In most cases, growth and inflation move in the same direction: the hotter the economy, the higher prices rise; as the economy cools, inflation falls. Macroeconomic policies are designed around this relationship, and the underlying logic of the modern central banking system is built on this assumption.

The Federal Reserve's statement is typical: "Our dual mandate is to achieve maximum employment and price stability."

Behind this definition lies an implicit premise—that growth and inflation are largely compatible. In the vast majority of situations, this premise holds. But in one specific scenario, they begin to counteract each other. Once this state is entered, the "dual mandate" is no longer an operable policy tool but more like an invisible constraint.

This chart illustrates the performance of the Fed's "employment + inflation" dual mandate across four economic states. Top-left (stagflation) indicates high inflation coexisting with low growth, where both raising and lowering interest rates create new problems, policy goals conflict, and the dual mandate transforms from a tool into a constraint. Top-right (economic overheating) indicates high inflation with high growth; raising rates can curb inflation without immediately harming the economy, both goals align, making policy relatively easy to execute. Bottom-left (deflation) indicates low inflation with low growth; here, one can confidently cut rates and inject liquidity to stimulate the economy, unconstrained by inflation, with ample policy space. Bottom-right (Goldilocks) indicates low inflation with high growth, where both the economy and prices are in an ideal state, requiring minimal policy intervention and offering the highest flexibility.

This "constraint" is not a theoretical assumption. Since the late 1990s, pricing environments with stagflation characteristics have accounted for less than 10% of market time. Among the economic states listed in the table below, it is the rarest one, yet it corresponds to the worst asset return performance—especially for the mainstream assets held by most people.

This chart quantifies the frequency of different macro states and their impact on asset prices. Each row corresponds to a market combination: Stocks (Up/Down), Rates (Up/Down), Dollar (Strong/Weak), and provides three key metrics: FREQ (frequency of that state), AVG DUR (average duration), and SPX / 10Y / DXY (performance of stocks, US Treasuries, and the dollar in that environment).

The scenario indicated by the red arrow is "Stocks Down / Rates Up / Dollar Up," meaning falling stocks, rising rates, and a strengthening dollar. This state occurs with a frequency of about 9.8% (less than 10%), stock returns are negative, rising rates imply falling bond prices, and the dollar strengthens, overall corresponding to a typical stagflation or contractionary shock environment. While this environment is uncommon, it tends to be the most damaging: falling stocks (risk assets hurt), falling bonds (rates up), and a strong dollar (liquidity tightening) mean common stock-bond portfolios are under simultaneous pressure. In other words, this is the rarest macro state (~10%) and often corresponds to the worst asset performance because there is virtually no true "safe haven."

This is precisely the moment we are in. The reason for the current intense volatility and widespread panic is not that a recession is a foregone conclusion, but because we are in the only scenario where whatever action the Fed takes will solve one problem while worsening another.

Transmission Chain

The chart below shows the nominal and actual changes in food and energy-related expenditures in the economy. In other words, it reflects both "how much money US consumers actually spent" (quantity) and "how much they were charged" (price).

When growth and inflation rise together, higher prices do not immediately destroy demand. People choose to endure, complaining while seeking pay raises and continuing to consume. This was the case in 2022, which is why the Fed could continue raising rates in that environment without immediately triggering an economic collapse. At that time, the year-on-year growth rate of real consumption was close to 8%, and the economy itself had the capacity to withstand the shock.

This chart illustrates the divergence process between nominal spending (blue line, price × quantity, representing money spent) and real spending (green line, quantity purchased, representing actual goods bought): In the early stages of inflation, both rise together, indicating that rising prices have not yet suppressed demand, and consumers are still "absorbing" the shock. But when prices continue to rise, nominal spending keeps increasing while real spending starts to decline, showing a clear divergence. This means high inflation has begun to erode real purchasing power and compress demand. In other words, inflation does not immediately destroy consumption, but once it crosses a certain threshold, it shifts from being "endured" to being "cut," thus becoming a key variable dragging down the economy.

Our current year-on-year real spending growth is around 2% (whereas during the previous energy shock in 2022, this figure was close to 8%).

This chart shows core real consumption after removing inflation (Real Core PCE).

In 2022, the Fed raised rates in an economic environment that still had sufficient momentum to withstand tightening financial conditions. Today, that buffer has disappeared. If another round of inflation shock occurs now—for example, food CPI has historically tended to rise with a lag of three to six months after an energy shock—the Fed will face a policy environment with almost no "graceful exit path": continuing to raise rates against a backdrop of real consumption growth of only about 2% could directly crush consumers; choosing to stand pat and allow inflation to resurge would be tantamount to confirming it is trapped in a "cage."

The Atlanta Fed's GDPNow forecast just fell below 2%.

The Atlanta Fed's GDPNow (real-time GDP forecast) shows the US economy is currently operating in a "critical growth" zone of about 2%: not yet in recession, but with very limited room to absorb new shocks.

Geopolitics

There is an analytical approach that stops at commodity prices themselves: oil prices rise, input costs increase, central banks are constrained, growth slows. For many portfolios, this framework is sufficiently complete. But at the very least, it must be acknowledged that energy shocks do not occur in a vacuum.

Over the past two years, the US has been systematically tightening China's access to low-cost energy sources, including Iranian crude and Venezuelan crude, resources that previously flowed through a "shadow network" at prices far below market rates. Whether "Operation Epic Fury" had such strategic considerations or merely accelerated an already occurring trend is not within my ability to judge. What I can observe is the overall structure presented around this process.

The left side of the chart shows two major discounted energy sources: Iranian crude (~30–40% discount) and Venezuelan crude (~20–30% discount). The middle depicts the "shadow network" composed of tankers, shell companies, false invoices, etc., used to circumvent sanctions and deliver this low-cost crude to the market. The key change is that this system is being systematically severed: 2025's "Op. Southern Spear" targeted the Venezuelan channel, and 2026's "Op. Epic Fury" targets the Iranian channel, meaning the two main discounted energy pathways are being closed. The result is the gradual removal of low-cost supply, thereby raising the floor of global energy costs.

Reports surrounding Jared Kushner have mostly focused on an "ethical narrative": on one hand, he served as Trump's chief Middle East negotiator; on the other, he raised $5 billion from Gulf sovereign wealth funds—funds that came from the very governments he was negotiating with.

But compared to ethical issues, I am more concerned with the operational logic reflected by this behavior. Kushner did not act recklessly, nor was his team hastily assembled. When the "transaction layer" operates at such a high frequency and density in a short period, it often indicates a clear structural arrangement behind it: this administration is treating military action, economic leverage, and capital flows as interconnected tools within the same system.

In other words, this is not random operation but a designed and advancing sequence of actions.

Note: The private equity fund Affinity Partners, founded by Kushner, primarily sources funds from Middle Eastern sovereign wealth funds. His background in handling Middle East affairs during his White House tenure has continuously sparked controversy regarding the boundaries between political connections and capital flows.

For the discussion in this article, the more crucial point is: this round of oil price shock is not a random "weather event"; it has its promoters and its beneficiaries. This directly affects one's judgment about its duration and the policy response.

Recession as a Strategic Vulnerability

The traditional understanding of recession is economic: output contraction, rising unemployment, central bank intervention. But the framework used here is different—it incorporates the incentive structures of geopolitics alongside economic logic.

Recession is not just an economic state but a reallocation of bargaining power structures between nations.

The mechanism is not complex: once a country falls into recession, its fiscal space, political capital, and external credibility simultaneously contract. The government cannot mobilize resources that do not exist, and the central bank also struggles to normalize policy without exacerbating the contraction. Its negotiating counterparts in trade, security, capital markets, and other areas will recognize this and factor it into their negotiation terms.

Conversely, countries that can avoid recession, or merely "fall into recession later," are on the other end of the scale: they can dictate rules, attract capital flowing out of contracting economies, and accumulate strategic leverage that would otherwise need to be consumed by opponents to maintain operations.

This chart contrasts the geopolitical positions of contracting versus expanding economies: the former faces compressed fiscal space, limited policy choices, declining external credibility, and weakened bargaining power; the latter possesses more ample policy tools, sustained capital inflows, and increasing bargaining power. In other words, recession is not just an economic problem but signifies a nation's disadvantage in the global game, while growth itself translates into actual strategic leverage.

This is not a fresh insight but the oldest logic in statecraft. The uniqueness of the current moment is that this mechanism is operating in a special environment: the central banks of major importing economies are already constrained by the "cage" we previously described.

In such an environment, the G10 is not a homogeneous bloc but is differentiated by energy structures. The US, Canada, and Norway are net oil producers; when oil prices rise, their energy sectors expand, and the inflation structure their central banks face is fundamentally different from others. In contrast, Japan, the UK, Germany, France, Italy, and most eurozone countries are net importers; every rise in oil prices directly transmits to their production costs, trade balances, and overall inflation levels. In a world where oil is used as a geopolitical tool, they are essentially "short energy."

The impact of this "cage" also differs drastically between the two types of countries. For net exporters, even under global stagflation pressure, they can still rely on energy revenues and related employment as a buffer. For net importers, however, they bear the inflation shock without the income hedge. Their central banks can neither ease (because inflation hasn't subsided) nor tighten further (because growth is already fragile). Structurally, this constraint exerts far greater pressure on energy net importers than the constraints on Washington.

In a "stagflation + policy constraint" environment, countries are not without recourse but are finding alternative paths to "bypass the central bank." Examples include: fiscal expansion, using the government balance sheet as a backstop (e.g., Germany, Japan); foreign exchange intervention, hedging imported inflation via exchange rates; supply locking, signing energy/food agreements in advance to lock in costs; capital commitments, attracting capital inflows through investment to hedge economic contraction; security binding, exchanging security/political relationships for trade and resources.

Geopolitics, Economics, Central Bank Constraints, and the Incentive Mechanisms Running Through Them

At the geopolitical level, the key is not the competition among importing economies themselves, but their relationship with the forces that benefit from their weakness. A country in recession becomes a more "accommodating" trade partner, a less reliable security guarantor, and also an easier target for patient, long-term infiltration-type influence—a strategy China has particularly shown willingness to adopt. China does not need to actively "attack" a weakening economy; it only needs to wait, provide financing, lock in supply relationships, and gradually gain structural dependency during the other party's negotiation process from strength to weakness. Recession is precisely the condition that makes all this possible. Therefore, avoiding recession is not just an economic goal but a strategic one. All governments in the energy net-importing camp understand this, though they may not phrase it this way.

At the economic level, the core incentive is to "buy time" before further growth deterioration forces more disorderly policy reactions. Lock in costs via supply agreements before the next inflation data release; attract capital that might otherwise flow out due to economic contraction expectations via investment commitments; replace the already dysfunctional price mechanism via trade arrangements. These methods can hardly be called "clean" solutions, but they are superior to the alternative—being forced to the negotiating table during a recession.

At the central bank level, the constraints are most explicit and hardest to resolve. Cutting rates rashly before inflation has subsided could further entrench inflation; standing pat while growth continues to weaken could trigger a demand collapse, making the cost of the next easing cycle