Haver Analytics
Haver Analytics

Viewpoints

The world is investing on an extraordinary scale. The question is whether that investment expands productive capacity or merely offsets a more constrained world.

The global economy is entering its strongest investment cycle for a generation. Artificial intelligence, the energy transition, geopolitical fragmentation and higher defence spending are all driving capital expenditure. Unlike previous cycles, however, these forces increasingly compete for the same scarce inputs: energy, grids, critical minerals, water and skilled labour.

As expected, the trade war is making a comeback and will likely be as disruptive to the economy as last year.

Trump Always Tries Again (TATA)

For the last three months or so the trade war had been bumped out of the headlines. This is partly because courts reversed some of the Administration’s original tariffs, and partly due to the all-consuming focus on the Iran War. Meanwhile, behind the scenes the Administration has being doing the prep work for “Section 301” tariffs. These take time to implement because they first require an investigation to prove “unfair” practices.

Those investigations are now bearing fruit. Not surprisingly, the Administration has defined “unfair” in the broadest way possible. Brazil has been slapped with 25% tariffs due to six kinds of practices: an unfair payments system, digital and tech policies, agricultural barriers, weak protection of intellectual property, and illegal deforestation. President Trump is has threatened a 100% tariff on countries that levy a tax on U.S. companies offering digital services, and a separate 100% tariff on generic pharmaceuticals.

Several other fights have escalated. At the start of the month, the US decided not to ratify the USMCA, forcing new negotiations. The US is also threatening 50% tariffs on, Canada due to provincial bans on US alcohol, auto tariffs and quotas, and dairy restrictions. There is a bill in Congress that would give the President the power to put a tariff on any country buying Russian energy, including the EU.

However, the biggest threat is being justified by “unfair” weak enforcement of labor laws. US trade officials have drawn list of 59 countries countries that either have weak enforcement of labor laws or trade with countries that have weak enforcement. The later means that a vast majority of US imports could be impacted by this definition of “unfair “ trade practices. The list includes Australia, Brazil, Canada, the European Union, India Japan, Mexico, Norway, Singapore, South Korea, Switzerland, and the UK. The irony here is that by this definition the US should also be on this list because it trades with many of the same countries with weak labor law enforcement.

Digging in for a long fight

Not only is there a flood of actions in the pipeline, but there are three reasons to expect long, ugly fights. First, prior agreements have left a lot of unfinished business. For example, some included promises of big investment in the US, most of which hasn’t happened. Other deals are up in air due to similarly vague, hard to achieve demands or because the original US tariff threat no longer exists.

Second, some of the Administration’s demands are simply unreasonable. Why would countries unilaterally accept tariffs based on “unfair labor” enforcement when the US has the same violations? In other instances, the US is effectively asking countries to ruin their economy by out-source key domestic industries—like Canadian autos or Taiwanese chips—to the US. It is also a violation of the balance of payments identity for US trading partners to both reduce their trade surplus and increase net capital flows. The two move up and down together as the capital flows finance the deficit.

Third, leaders in other countries are under intense popular pressure to push back against US demands. They’ve seen that acceding to US demands only encourages more demands. Surveys from Pew Research show the dramatic drop in outside views of the US (chart), As the last two columns show, the median view of the US is now worse than the median view of China! Canada has taken the lead in pushing back against the US, but Europe is close behind. The upshot is that new negotiations will likely be even more intense than last Spring.

To my thinking, the surefire marker for the adoption of artificially intelligent (AI) “agents” is a decline in labor’s share of income. Here’s the logic in terms of production theory.

When I learned Solow growth accounting, the constancy of labor’s share of income was an accepted “stylized” economic fact. Cobb and Douglas demonstrated that if inputs are paid their marginal product in competitive factor markets, the constancy of labor’s share was consistent with a unitary elasticity of substitution between capital and labor. The logic was easy to grasp. A decline in the cost of capital relative to the wage rate encouraged a proportionate increase in ratio of capital to labor. Therefore, payments made to capital, relative to payments made to labor, remained unchanged.

AI agents are near-perfect substitutes for workers in certain occupations. Hence, the introduction of AI agents raises the overall elasticity of substitution between capital and labor relative to the traditional unitary value. At the same time, the cost of AI agents, reflected in the price per “token” in LLMs, is falling rapidly. Given the high elasticity of substitution between AI agents and certain workers, the rapid decline in the relative cost of AI agents encourages an increase in the ratio of capital to labor that is more than proportionate to the decline in the relative cost of capital. Consequently, capital’s share of income rises, while labor’s share declines.

After remaining fairly constant for decades following WWII, labor’s share fell unevenly between 2000 and 2022 by approximately 8 percentage points, from 69% to 61%. A plausible explanation of that decline was the initial emergence of agentic capital as the dot-com era evolved. Today there’s a widespread expectation that surging investment in AI will perpetuate this decline, perhaps dramatically. Maybe so, but it hasn’t happened yet.

The chart shows the recent quarterly history (through 2026 Q1) of labor’s share of income in the private nonfarm business sector, adjusted to exclude sectoral taxes on production and imports from the denominator. This exclusion, required by theory, allows that revenues from “indirect” taxes are not received by producers, and therefore not allocable to either capital or labor. When calculating “labor share” for its report on productivity and costs, the Bureau of Labor Statistics doesn’t make this adjustment. However, given the recent surge in customs duties, almost all of which are levied on private nonfarm business, the correction is important.

Perhaps aggregation conceals nascent effects in vulnerable sectors. Perhaps it will take more time for the ongoing “AI buildout” to affect the distribution of income noticeably in any sector. Perhaps the data will be revised. Be that as it may, more three and one half years after the introduction of ChatGPT in November of 2022, there has been no decline in labor’s share of income when correctly measured.

More Commentaries

  • Europe
    | Jul 09 2026

    Europe's Challenge

    Europe entered the latest energy shock from a weaker position than it occupied before the 2025 global tariff shock. Unlike much of Asia, its exporters have yet to regain momentum and economic growth has slowed. First-quarter GDP data underline the divergence. Euro-area output expanded by only 0.8% year on year, weaker than at the end of last year and below the pace recorded a year earlier. By contrast, growth accelerated in the United States, Korea, Taiwan and China, while Japan broadly held steady (Figure1). Europe therefore enters the latest period of geopolitical uncertainty with less economic momentum than many of its major competitors, leaving businesses and policymakers with less room to absorb further shocks.

  • The Federal Reserve instituted the payment of interest on reserves on October 15, 2008, during the Great Financial Crisis. The motivating factor for this was that the federal funds rate was trading below the FOMC’s target rate. Banks had greatly increased their borrowing from the Federal Reserve. This created excess reserves (reserves in excess of then required reserves) in the banking system. These zero-yielding excess reserves put downward pressure on the federal funds rate. In order to induce banks to hold excess reserves and, thus, prevent the federal funds rate from falling below the FOMC’s target-rate level, the Federal Reserve began paying interest on reserves. By December 17, 2008, the FOMC had reduced the lower-limit of its target federal funds to zero. So, the Federal Reserve could have ceased paying interest on reserves because the FOMC’s target-level of federal funds rate was at zero, a level at which the actual federal funds rate could not fall below. Yet, the Federal Reserve persisted in paying interest of reserves.

    The FOMC began raising its FOMC target-level of the federal funds rate above effective zero in December 2015. Yet the Federal Reserve persisted in paying interest on reserves, which it does today with a FOMC target level of the federal funds rate at 3.625%. In February 2009, the FOMC engaged in the first of a series of Quantitative Easing (QE) operations whereby the Federal Reserve added large quantities of securities to its outright holdings, culminating in the largest QE operation in 2020 during the Covid pandemic. On April 1, 2020, the Federal Reserve eliminated reserve requirements on banks. With the massive amounts of reserves created by the Federal Reserve since 2009 and with the elimination of reserve requirements in 2020, how is the FOMC able to maintain the federal funds rate above zero? It does so by the artificially-created demand for reserves resulting from the payment of interest on reserves by the Federal Reserve.

    If Chairman Warsh wishes to reduce the size of the Federal Reserve’s balance sheet, I suggest that the Federal Reserve cease paying interest on reserves. Banks’ demand for reserves would fall significantly (but not to zero). This would enable the Federal Reserve to offload large quantities of securities in order to drain off the “excess” and unwanted supply of reserves. If the FOMC insists on continuing to conduct monetary policy through the federal funds rate, it could announce that it would lend reserves via repurchase agreements at the federal funds target level plus X basis points or it would borrow reserves via reverse repurchase agreements at the federal funds rate minus X basis points.

    The Federal Reserve owns $6.4 trillion of securities outright of which $4.5 trillion are US Treasury securities. So, the Federal Reserve owns about 14-1/2% of total marketable Treasury debt outstanding. If the Federal Reserve is concerned about the market “digesting” $6.4 trillion of debt all at once, it could phase down the amount of reserves on which it would pay reserves over time. But one way or another, there is no reason why the Federal Reserve should continue to pay interest on bank reserves.

  • Movements in the Federal Reserve Bank of Philadelphia’s state coincident indexes in May were again, generally, fairly modest, but with a somewhat wider range than we’ve recently seen. In the one-month changes, none had increases as high as 1 percent, though seven had gains above .5 percent. On the other side, five states had declines, with Kentucky, Hawaii, and Alabama’s fairly noticeable (more than .2 percent). Over the three months since February, thirteen states had increases of 1 percent or higher, with West Virginia’s 2.70 percent far and away on top. Four states saw declines, with Alabama’s -.33 percent being the largest. Over the last twelve months, Ohio, Nevada, Idaho, California, and North Dakota clocked increases above 3 percent. Five states were down, with West Virginia’s 1.55 percent loss substantially larger than any other state’s.

    The independently estimated national estimates of growth over the last three and twelve months were, respectively, .67 and 1.91 percent. These seem to be consistent with the state figures.

  • State real GDP growth rates in 2026:Q1 ranged from -1.6% in South Dakota to 4.5% in Washington. Declines in farm output held back South Dakota and other states in the Great Plains. Information—presumably connected to AI—boosted Washington. In general, states in the West and Southeast outperformed those in other regions.

    Personal income growth rates ranged from -23.9% in Hawaii to North Dakota’s 22.4%. Those two states reversed their positions from 2025:Q4 as special factors at work reversed (in Hawaii, transfer payments, in North Dakota, net earnings. Unlike GDP, personal income growth was strongest in the Great Plains.

  • *The dramatic spike in oil prices generated 3 months of outsized increases in CPI and PCE inflation that pushed up their yr/yr measures.

    *The Fed has kept rates on hold and did not accommodate the negative supply shock, core inflation measures have not increased much, and inflationary expectations have remained anchored.

    *Oil prices have fallen sharply, and if current prices stick close to current levels (around or below $75/barrel)—which is uncertain as inventories need rebuilding--continued rapid price declines in gasoline and other energy may result in several months of declines in the CPI and PCE Price Index.

    *This would ease some price pressures on consumers and let the Fed breath more easily.

    In a note in mid-April, I described how the spike in oil prices from $65/barrel to $95/bbl would temporarily boost the monthly inflation data for about three months as retail prices adjusted to the higher oil prices. I emphasized the importance of the Fed not accommodating the negative supply shock, which would keep its impacts temporary, limit the pass through of the higher oil prices to the prices of nonenergy goods and services, and constrain inflationary expectations. I noted that if oil prices remained around $95/bbl, after several months of outsized increases, the monthly inflation data would revert to their prior increases, while their yr/yr measures would rise to absorb the temporary monthly spikes.

    I continued: “However, if oil prices fall, subsequent months' CPI and PCE Price Index data would possibly decline, and the temporary months of deflation would reduce the general price level from its oil price-driven peak.” That process is now beginning to unfold. Yippee: a positive supply shock that involves a partial reversal of the negative supply shock imposed by the conflict in the Middle East and relief to consumers and businesses.

    Here’s the situation: in the prior 12 months through February 2026, CPI inflation was 2.4%, averaging a 0.2% increase per month, while PCE inflation was 2.9%, averaging a 0.3% rise per month. The oil price spike pushed up CPI inflation 0.9%, 0.6% and 0.5% in March, April and May, lifting its yr/yr inflation to 4.2% in May, while PCE inflation rose 0.7% and 0.4% in March and April, lifting its inflation to 3.8% in April (PCE inflation for May will be reported tomorrow). See Chart 1. During these months, both core CPI inflation and PCE inflation rose a bit (CPI: 0.2%, 0.4% and 0.2%; PCE: 0.3% and 0.2%), but the details of the CPI indicate that the pass through of the oil price spike was fairly limited to specific categories, including energy services (electricity and utilities) and airline fares. Most categories in the CPI showed little effect of the higher oil prices.

  • During the June 17 press conference after the FOMC meeting, the new Fed Chairman, Warsh, announced the establishment of five task groups. These groups will address various topics, such as Fed communications, balance sheet policy, inflation framework, employment and productivity, and data sources that assist policymakers. The proposed changes to policymakers' practices could significantly affect how the Fed plans to achieve its objectives, compelling Wall Street to adapt to a new approach.

    Fed Communication: Policymakers usually prioritize items based on their significance, which is why Fed Warsh considers Fed communication as the foremost concern. Fed Warsh has publicly stated that the "Fed" communicates excessively and too frequently. A notable shift in Fed communication was evident during his initial FOMC meeting. The press release was short, with no forward guidance, and Fed Warsh did not engage in offering forecasts for growth, unemployment, inflation, and policy rates. It wouldn't be surprising if the Fed decides to drop the "dot plot" and "forward guidance" in upcoming meetings. Wall Street might protest, but how many companies receive a "roadmap" every six weeks? Reducing risk and speculation in the financial markets is a good thing.

    Fed's Balance Sheet Policy: Fed Warsh has long argued that the Fed's balance sheet is too big. It is unclear if Mr. Warsh would change the size, composition, or both, but he wants to reduce the Fed's footprint. At the June press conference, when asked if he thought Fed policy was restrictive, he argued if you look at what is happening in the financial markets, it is hard to say policy is restrictive. Financial markets run on liquidity, and Fed Warsh thinks the Fed balance sheet is providing too much liquidity.

    Existing Data Sources: Fed Warsh attempts to imitate former Fed Chairman Greenspan in various aspects, yet unlike Greenspan, who was a "data junkie," Warsh does not share this trait, particularly regarding economic data. Fed Greenspan spent a lifetime studying microeconomic data and was a big fan of survey data from the purchasing managers and others. However, the most reliable and hardest data originates from government statistical agencies, including the Census Bureau, Bureau of Labor Statistics, and Bureau of Economic Analysis. If Mr. Warsh wants to get a more accurate account of the economy, he would be wise to ask Congress to increase funding for the statistical agencies.

    Productivity and Jobs: Mr. Warsh is of the opinion that "AI" will have a positive impact on output, employment, and productivity, although the extent and timing of these benefits are unpredictable. If Fed Warsh takes a similar approach to Mr. Greenspan, he will allow the economy and financial markets to guide him.

    Inflation Frameworks: Mr. Warsh has argued that "trimmed inflation" measures offer a better guide of underlying inflation versus widely used "core measures". Yet, if Mr.Warsh is serious about revisiting inflation frameworks, then there should be a serious discussion about inflation measurement. The Fed's price target, the PCE deflator, is not a direct measure of inflation, as nearly a third of it comes from non-consumer, non-market prices. The CPI has its flaws, and both measures include an implied rent series for homeowners. Price statistics need to be relevant, objective, and reflective of people's actual experiences. Currently, price measures do not meet these standards.

    As Mr. Warsh stated, a change in leadership is a "timely opportunity to review current practices" and review what still works and what should be changed. Wall Street must adapt as the operation of monetary policy could change significantly under Fed Warsh's leadership.

  • State labor markets in May were again somewhat firmer. Two states saw statistically significant increases in payrolls from April: North Carolina reports a 17,400 increase (.3 percent), and West Virginia’s 9,700 increase was a whopping 1.4 percent. No state had a statistically significant decline, and only a few reported insignificant drops.

    Seven states reported statistically significant drops in their unemployment rates in April, though none was larger than .2 percentage point. Alabama reported a .2 percentage point increase. Rates at or above 5.0 percent were in DC, California, Nevada, Washington, Delaware, and Illinois, with DC’s 6.1 percent the highest. Hawaii, North Dakota, South Dakota, and Vermont had unemployment rates under 3.0 percent, while South Dakota’s 2.1 percent was the lowest in the nation.

    Puerto Rico's unemployment rate was unchanged at 5.6 percent and the island’s job count rose 1,500.

  • The comparisons are hard to avoid. Soaring valuations, massive capital expenditure on data centres and AI infrastructure, and near-universal conviction that a transformative technology is about to reshape the economy. To many observers, today looks uncomfortably like the late 1990s.

    The parallel is understandable. It is also, on the most important dimension, wrong — and Haver data help explain why.

    The critical variable: who holds the debt

    Investment booms become dangerous when they are financed by leverage. The late 1990s are a textbook case. As internet enthusiasm intensified, US corporations borrowed heavily to fund infrastructure buildout. By 2000, the non-financial corporate sector was running a financial deficit approaching 4% of GDP — spending substantially more than it earned. When expectations proved too optimistic, investment collapsed, and corporate deleveraging deepened the downturn.