US Economy: Accelerating Upward Trend, or Masked Imbalances?
2026-10-01 21:12:19
First, it's important to note that understanding any assessment of the US economy requires vigilance against the trap of "narrative inertia." In recent years, the market has repeatedly predicted recessions, yet they have repeatedly failed to materialize; and this same inertia is now working in reverse—after a series of strong data releases, people tend to interpret all signals as proof of prosperity. Therefore, a more prudent approach is to dissect the arguments of both sides, examining which are facts repeatedly validated by data, and which are merely unfulfilled anxieties. Only in this way can we penetrate sensationalist headlines and approach the true state of the economy. The bullish logic: Growth is being repeatedly proven, not just wishful thinking. The most powerful weapon for the bulls is never a single isolated positive development, but rather a chain of mutually reinforcing and continuously upward-correcting evidence. The starting point of this chain is the most official, yet also the most lagging, and therefore the most convincing data—the GDP revision. The US Department of Commerce recently made an unprecedented upward revision to its economic growth forecast for the first half of this year: the first-quarter growth rate was revised upward from the initial 2.1% to 2.5%, and the second-quarter from 1.5% to 2.2%. Upward revisions are not uncommon, but the magnitude and scope of this particular revision send a clear signal: the previous "pessimistic readings" were largely a misperception caused by statistical lags and methodological updates, rather than a genuine slowdown in growth. More importantly, this upward revision did not stop in the first half of the year. The Atlanta Fed's GDPNow high-frequency tracking model shows that the immediate estimate of third-quarter GDP growth has risen to around 3.7%, with the tracked value for private domestic investment growth exceeding 20% and personal consumption expenditure remaining in a healthy range above 3%. When an economy's official statistics and the most sensitive high-frequency models revise in the same direction for several consecutive months, there is only one rational conclusion—the real momentum of the economy is stronger than most people believe. And the primary pillar supporting this momentum is investment. This is the most significant element in the extensive arguments, because its logic is fundamentally different from the growth model of the past few years. In the past, the expansion of the US economy largely relied on government transfer payments—fiscal stimulus, student loan forgiveness, and various subsidies. These funds were essentially "trading fiscal revenue for growth," and their sustainability was inherently limited. Once these policies were phased out, growth lost its support. The current round of expansion, however, is driven by private investment by companies based on genuine business judgment, with artificial intelligence infrastructure at its core. Calculations by institutions such as Goldman Sachs show that leading hyperscale cloud vendors' capital expenditures in 2026 will reach $700-800 billion, nearly doubling year-on-year—a figure exceeding even the annual GDP of some medium-sized countries. JPMorgan Chase CEO Jamie Dimon bluntly stated that the "hyperscale cloud ecosystem," including upstream and downstream sectors, will spend approximately $700 billion this year, and may further surpass the trillion-dollar mark in 2027. Brookings Institution research offers a longer-term perspective: from 2025 to 2032, the cumulative investment in data centers, power systems, network infrastructure, and AI-related equipment in the United States could reach $10.3 trillion, averaging about 3.6% of GDP annually—the deepest dependence of the US economy on the expansion of a single industry since the 19th century. The impact of these figures lies not only in their scale but also in their economic implications. There is a fundamental difference between growth driven by private investment and government subsidies: the former is based on companies' belief in the returns on their technology, while the latter is based on the flexibility of fiscal space. When companies are willing to use their own funds and borrow money for capital expenditures on an unprecedented scale, this is itself the strongest market vote on the prospects for economic growth. More importantly, this massive expenditure is being transmitted along the entire value chain—from upstream computing power and data centers, down to electricity, storage, network equipment, and even building materials, with each link creating investment, employment, and income. According to Goldman Sachs, AI infrastructure has already directly contributed nearly half of the S&P 500's earnings per share growth this year. In other words, investment not only drives GDP but also simultaneously boosts corporate profits, thereby supporting the stock market and forming a mutually reinforcing positive feedback loop. The second pillar of this multi-faceted argument is the resilience of consumption. Pessimists often interpret "consumption expenditure growth outpacing income growth" as mortgaging the future, but many offer the opposite interpretation. First, this is a direct manifestation of the wealth effect. The continued prosperity of the stock market has significantly increased household balance sheets. Data from Fidelity Investments shows that the number of 401(k) accounts with balances exceeding one million US dollars on its platform surged by nearly 20% in the second quarter, reaching a record high. When people see their retirement account assets rising, their willingness to consume naturally increases—a mechanism repeatedly validated in economics. Second, the structural highlights of consumption cannot be ignored. Entertainment and information processing equipment spending performed strongly in the second quarter, with "experiential consumption" from major events like the World Cup providing an additional boost—all outside the scope of traditional pessimistic narratives. Third, and most easily overlooked, is the fact that this strong consumption occurred against the backdrop of high oil prices and rising costs such as border taxes. In other words, even in the face of an unfavorable price environment, consumers are still willing to spend money, which precisely demonstrates that the foundation of demand is solid, not fragile. The third pillar, supported by multiple arguments, is the "self-reinforcing" logic revealed by profits and taxes. Second-quarter US corporate profits increased by over 20% year-on-year, an extremely strong figure. Profits are the root of corporate investment and employment; profit expansion means more abundant endogenous funding for the next round of capital expenditures, thus continuing the positive feedback loop of growth. At the same time, the scope of stock market gains has significantly broadened, no longer solely supported by a few stocks in the "Big Seven" as it was two years ago, indicating that improved profitability is becoming widespread rather than localized. On the fiscal side, despite proactive policy cuts to some subsidies and the advancement of welfare reforms such as food stamps, tax revenue still increased in the first eleven months of the fiscal year, with income tax revenue recording a high single-digit increase. This means that economic growth itself is creating a tax base expansion; the government is "reducing its burden" while still increasing revenue, which largely confirms the quality of growth—it's not built on numbers, but supported by real economic activity. Combining these three pillars, the bulls present a clear and self-consistent story: private investment (AI infrastructure) → corporate profit expansion → stock market wealth effect → consumer resilience → tax revenue growth → increased confidence → next round of investment. This is a complete, self-reinforcing upward chain, and each link in the chain is supported by corresponding hard data. This is why the bulls deserve serious attention. The bears' logic: Behind the growth are three underestimated imbalances The bears do not deny the authenticity of the above data; their rebuttal is that this data paints a picture of prosperity in the "first half," but beneath this prosperity lie three structural imbalances that may erupt in the second half. The first imbalance is the over-concentration of the growth engine. Currently, US economic investment, profits, and stock market growth are highly dependent on AI as a single engine. Brookings Institution research, while acknowledging the scale of AI capital expenditure, also unusually warns that the US economy's dependence on the expansion of a single industry has reached a level unseen in a century—this in itself is a risk. The bears' concerns stem from the logic that if the returns on AI investment don't materialize as quickly as expected, or if the technology's implementation cycle exceeds market patience, then concentrated capital expenditures will face a concentrated correction. More subtly, when the marginal growth of the entire economy hinges on a single industry, any underperforming financial report from that industry could trigger a repricing of the entire growth narrative. High valuations imply the opposite of high tolerance for error—the higher the valuation, the more demanding the market is of "perfect delivery," and the smaller the margin for error. This is precisely the core vulnerability in the bears' eyes. The second imbalance lies in the signals from the bond market. This is the most empirically supported part of the bears' argument. The yield on 10-year US Treasury bonds has risen by about 100 basis points this year, breaking through the 5% mark and reaching a multi-year high, while the 30-year yield has even surpassed 5.6%; simultaneously, the yield spread between 2-year and 10-year Treasury bonds has narrowed to its narrowest level in many years. In the traditional economic framework, soaring long-term yields and a flattening yield curve have historically been seen as warning signs of a weak growth outlook. The bears further point out that the driving force behind this round of yield increases goes far beyond just "strong growth," including two significant forces: first, the total US federal debt has climbed to the $40 trillion level, raising ongoing questions about fiscal sustainability, with investors demanding higher term premiums to compensate for default and inflation risks; second, geopolitical conflicts such as the Iran war have pushed up energy prices, coupled with increased import costs due to trade policies, potentially making inflation stickier than expected. In other words, the bears believe that the same yield increase should be interpreted less as "capital competition during a boom" and more as "the market pricing in fiscal deficits, inflation risks, and policy uncertainty." If the latter explanation holds true, then high yields themselves are a continuous suppression of overvalued stocks. The third imbalance is concentrated in the financial vulnerability of the household sector. The bears acknowledge that consumption remains strong but question its sustainability. They point out that consumption growth has outpaced income growth for several consecutive quarters, largely supported by the wealth effect and one-off bonuses (such as World Cup spending), and these supports are weakening at the margin. Meanwhile, household savings are being eroded, and wage growth is slowing—when a person's savings rate declines and income growth lags behind spending, their consumption capacity is essentially "borrowing from the future." The bears worry that once the stock market experiences a significant correction, the wealth effect will quickly reverse or even turn into a negative wealth effect, at which point the contraction in consumption may be faster than expected. Coupled with the Federal Reserve tightening monetary policy again under inflationary pressure, this creates a double squeeze of "cooling consumption and monetary tightening." Estimates from multiple independent sources suggest that the probability of an economic recession in the coming year is not negligible—ranging from one-quarter to one-third—while these figures are not mainstream consensus, they are enough to show that the risk exposure is real and not fully priced in. The bears' arguments are not unfounded; their core insight lies in the fact that prosperous data reflects the "current state," while risks are hidden in the "structure" not fully revealed by the data—concentrated engines, heavy debt, and weak savings. This triple imbalance constitutes the most powerful hedge against the optimistic narratives of the bulls. How to Adjudicate: The Weight of Evidence and the State of Risk After juxtaposing the complete logic of both the bulls and bears, a responsible observer will realize that the essence of this debate is not "whose data is more accurate," but rather "which framework should be used to interpret the same set of data." The bulls' framework is "flow and momentum": they focus on repeatedly revised upward growth figures, record-high investment, and a positive feedback loop between profits and taxes, seeing an accelerating economic expansion. Their chain of evidence is complete, direct, and constantly corroborated by high-frequency data. The bears' framework is "stock and structure": they focus on the concentration of growth engines, the scale of debt, and the thickness of savings, seeing the vulnerabilities accumulated behind prosperity. Their concerns are deeper and harder to disprove with short-term data. The key difference here lies in the state of risk. All the risks listed by the bears—lower-than-expected AI returns, sticky inflation, savings erosion, and questions about fiscal sustainability—are real, but they are all currently in an "unrealized" state; none have evolved into an actual recession or crisis. The growth evidence listed by the bulls, however, is in a state of "realized and strengthening." In terms of the weighting of evidence, growth that has already occurred should be given higher weight than concerns that have not yet occurred. This is the fundamental basis for this paper's judgment: the current US economy is in the midst of an accelerated expansion driven by real private investment, and the risks worried by the bears are variables concerning whether this expansion can continue, not evidence that the expansion has ended. Of course, this conclusion must be based on sufficient uncertainty. The speed at which AI returns materialize, whether inflation can fall back to support a shift in monetary policy, and the thickness of household savings buffers—these three variables will determine how far this acceleration can go. Therefore, a more appropriate stance is neither the "bearish pessimism" of betting on recession nor the "bullish frenzy" of ignoring risks, but rather a cautious optimism based on growth as the baseline scenario and a risk list as a safeguard. Conclusion Concluding with all the arguments from both the bulls and bears, this paper's conclusion is clear but reserved: the current balance of evidence for the US economy is clearly biased towards accelerated growth. The unprecedented wave of private investment driven by AI capital expenditures is supported by genuine business demand; double-digit corporate profit growth and natural tax expansion demonstrate the self-reinforcing nature of this growth; and the resilience of consumption, underpinned by the wealth effect, has remained more robust than expected. The structural risks emphasized by the bears—such as concentrated growth engines, heavy debt, and weak savings—are real, but they remain on the "unrealized" watchlist rather than the reality of an "already happened" recession. Therefore, the most rational choice for investors, businesses, and policymakers is not to choose between these two narratives, but to accept "accelerated growth" as the current fundamental assessment, while maintaining sufficient discipline and buffers for "structural risks." The market pendulum always swings excessively—when pessimism dominates, data inadvertently proves the economy's resilience; while when optimism dominates, overlooked imbalances will eventually be repaid. At the current stage, the evidence clearly points to the former: the animal spirits of the US economy remain active, and the accelerated growth is real; however, this prosperity must always be constrained by a clear-headed list of risks.
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