The Quantum Job Market

We have 3 numbers in fairly short order: JOLTS, first time claims, and the monthly jobs number. What do we have so far? The first time claims continue to come in well below ‘recession’ levels. From that number, the labor market looks tight. The JOLTS data, covered earlier, indicates a functioning labor market and not a great disconnect between people leaving jobs and people getting hired. And today we have the non-farm payrolls number. Let’s also add in the ADP number (which I do not think is as reliable as the payroll data). Both the payroll and the ADP number show a struggling labor market, according to historical metrics. Not a bad labor market, but a struggling labor market. Like most economic statistics, we care more about trends than the absolute number, but a non-farm payroll number indicative of a very healthy labor market would be above 150,000. Although it’s possible to get the occasional blip below 100,000.

Note the left hand side is the crazy period when the job market went nuts after COVID.

So far we’ve had about 160,000 jobs created over the last six months. That’s well below the number we need to absorb new entrants into the economy. The less reliable ADP number confirms the payroll data. The JOLTS data indicates a reasonable labor market and the first time climes show little job loss. This is where I think the first time claims may be under-reporting. If you lose your job, you might make slightly more money driving an Uber than collecting unemployment. I suspect other factors are depressing the actual number of people who would seek unemployment assistance. That’s not necessarily a bad thing, if you can make more money driving an Uber than collecting unemployment. You would be better off, even if you are grossly under-employed.

The red line represents initial unemployment claims, while the blue line is a survey of people looking for full time work.

This is why there is no magic single number, and no magic single sample of that number, that gives you a picture of the US economy. From the numbers, the labor market looks slack but not recessionary. It seems to back up the anecdotes of job hugging (where employers and employees may want to part ways but decide it’s better not to part ways right now), and new entrants having a difficult time finding a job. If it’s true that 70 million Americans engage in some kind of “gig” work, that’s nearly half the labor force (about 160 million participants). And maybe a weak jobs number isn’t as bad as it sounds if people can enter the gig economy instead of a “regular” job, and those people are under-counted. (Setting aside issues of job security, benefits, and the impact of under-employment). Is the labor market indicating recession?

There is something we need to acknowledge. Deficit spending is stimulative. At the end of the 2008 recession, there was a push-back on yet another democrat taxing and spending. And the stimulative policies were tempered by the resistance from republicans. (Although at levels that now seem quaint). That drew out the recovery period because fiscal policy was not injected into the problem. Spending more money than the amount removed through taxation stimulates activity and we may have ratcheted that up with the latest budget. We won’t know the final numbers until 2027. It will depend on actual receipts and actual outlays. There is some evidence the outlays will be higher than anticipated, with the DOGE effort showing an actual increase in government spending. If income tax receipts are weaker than offsets from tariffs, it could easily come in above estimates.

The current CBO estimates put the 2026 estimated deficit at 5.5% of GDP. The percentage of GDP is useful because it allows us to gauge what the real impact of the deficit, given the size of the economy. After all, a billion dollar deficit is a much bigger issue if the economy is only 10 billion dollars in size. The 2026 number may be above (likely) or below (unlikely) estimates given factors we won’t know until later. We won’t know until we actually see the impact of the new tax law, along with actual real spending.

The deficit coming down slows the economy in kind of a natural way, as activity boosts tax revenues and broader employment lowers spending on programs like SNAP and unemployment insurance. This natural brake pulls money out of the economy in higher tax revenues and lower spending, reducing the risk of the expansion becoming inflationary. However, we are doing two things that are expansionary for 2026, which are reducing tax rates and pushing the Fed to lower rates. In the face of already expansionary fiscal policy, this may push inflation for 2026. Unfortunately, it’s almost impossible to know the actual impact on inflation because we don’t know how the economy will react. The consumer in the lower 50% of income is in shambles. Most of the consumption is done by the top 20%, with half concentrated in the top 10%. There may not be the purchasing power for broad inflation, even if high end goods may see a level of inflation.

In addition, lower imports from tariffs boosts GDP, even if it means people are consuming less stuff. Could we be in a world where stagnation is masked as the GDP “increases” due to fewer imports? It’s mathematically possible. You could have patchy inflation depending on what goods you are measuring along with an improving GDP due to fewer imports. (You aren’t better off, you just don’t buy that sweater or bottle of wine, because it’s a little pricey). Combine this with jobs numbers being a less reliable measure of economic health (because workers don’t leverage unemployment insurance and transition to gig work), and you could have a stagnant economy, even if the numbers don’t look bad. You have low unemployment because of gig work and GDP growth from lower imports, even though you are under employed and just can’t afford things you used to buy.

Note that numbers are negative, so sloping up and right means the lower imports.

At the end of the day, the purpose of economics is to understand how these voluntary and sometimes emergent systems of interaction between people create well-being. The purpose of 2% inflation or a target of 4.5% unemployment isn’t because the number is important, but because the well-being of many people seems to change at around those inflection points. If inflation drops below 2%, that is usually because economic activity is slowing and over time we will be worse off. If it goes above 2%, that’s a level people feel it erodes their buying power and they are less well off. If unemployment is too low, there is inflation as wages are bid up, while if it is too high, people are out of work and can’t find jobs. The goal of the specific metric should be to indicate when a change in policy is necessary because people feel their well-being is falling.

But it feels like we’re too focused on the numbers, rather than what they mean. I can’t count how many times it feels like the number itself is the target or the policy is being gamed to meet the target number. This includes “patching up” numbers like the CPI so they under report inflation. (There is mixed evidence on this. But we would expect the CPI goods basket to change as the basket of goods and services from 1976 is less applicable in 2026). When the economy changes, the old metrics used to gauge the health of the economy no longer make sense. Following unemployment claims or number of jobs created, if people are shifting to gig work that isn’t reported through these numbers, may no longer provide a meaningful metric. And yet, we don’t have a widely accepted substitute. Like a quantum system isn’t in one state or another until it’s observed, our economy is both good and bad at the same time, because we lack the metrics to observe it.

It Feels a Little Like a Lie

As Q3 GDP arrives, it’s above expectations. I hate anecdotal accounts as a basis for inferring trends, but we have had report after report of worsening conditions for individuals. Whether it’s visits to food banks or layoffs, or retailers pointing to weaker consumers, it feels like Q3 GDP should not have come in at 4.3%. I’m certainly not saying anything ridiculous, like the number is a fabrication or it should have been something negative. I live in the real world (or at lest do my best to discern the real world around me). Somewhere in the 3.5 to 2.5% range felt reasonable.

I’m still digging through the explanations, but one thing that sticks in the back of my mind is feeling like a 4 year economics degree was a joke. All the discussions about stability, or rule of law, or predictability as good soil for economic growth, are out the window. Apparently, you can run the economy like a drunken loon and it doesn’t matter. Or the government stepping in to buy stakes in companies is now a good thing (remember when the evil government stepped in to buy a stake in the big three)? Nosebleed deficits are now okay. Absolutely bonkers ideas from those responsible for our economy, like replacing income taxes with tariffs, is now calmly, if not happily, digested by the markets.

But the biggest shock is the degree to which tariffs don’t matter. It’s part of a larger narrative, where the lower income folks that make the stuff get the shaft and higher income investors and managers are doing better and better. (The managers and shareholders do well as profits, bonuses, and stock awards roll in for moving production overseas, while local workers lose their jobs. While the remuneration is tax efficient, at lower rates for capital gains, the unemployed eventually see their benefits cut because they’re ‘lazy’). We make life better and easier for the top earners while fucking the bottom quartile half three-quarters. Any discussion of taking the surplus from trade and using it to offset the negative impact as jobs shift overseas or are eliminated entirely is sidelined as socialism.

But I digress. We have had chaotic, possibly illegal, and arbitrary tariffs and restraints of trade (like who the fuck thought the government should get a ‘cut’ of GPU sales). And it doesn’t matter. Push for inflationary rate cuts. It doesn’t matter. Heck, I could be wrong, we might not get inflation. Make enforcement a function of bribes to a would-be monarch. No problem, apparently rule of law was not important as long as a bribe gets you what you want. Need to merge? Don’t look for clear guidance to support M&A, just give the grifter in chief and his cronies their vig. Policy clarity can be defined as knowing where and who to bribe.

Am I angry that GDP came in at 4.3%? It surprised me, but I’m not angry. I am frustrated that all the talk about the care and feeding of the economy, the hard choices we need to make to keep it running well, or the degree to which we need the best people running seems like a joke. All the ivy league, PhD, novella-sized CV people apparently were just tooting their own class horns. You took an economics at a community college and think we should return to the gold standard? Who the fuck knows at this point, maybe it will work. You’re a welder who thinks we should stop importing things from Turkey to boost GDP? Sure, why not. Think there’s a trillion dollars of spending that can seriously be cut? Sure, no problem, fuck the math.

Admittedly, this was a rant. Maybe we’re floating on a bubble that may pop badly. And then we might see the effects of stupid policies through the lens of a spiraling economy. And we’ll rediscover we need intelligent, skill people in charge. Or maybe not. Maybe Baumol and Blinder is as much a work of careful fiction as a theology textbook.

But that’s not something I want for me, my family, or my neighbors. Maybe we’ll see the government wade further into business by back-stopping any collapse with “free money” of cheap interest rates, loan guarantees, and buying even more equity in private companies. I remember when that kind of socialism was something Republicans vehemently opposed. Against all the good principles of being careful stewards of the pillars that hold up prosperity. Manipulating rates, funny money deficits, state owned companies, and corrupt officials were something we pointed to as markers of guaranteed economic suffering under tin-pot dictators. I never could have imagined it would be our future.

Kreskin Not Needed

We don’t need a great fortune teller to explain what’s going to happen. We have been letting high income people and large companies avoid paying their share of taxes. Do they pay taxes? Yes. But it’s not unusual for a high income earner to pay at a 15 to 20% rate. Their employees might be paying at the 25-35% rate.

We recently had an anti-trust ruling on Google that, while they were a monopolist who caused a lot of market damage, stifled competition, and hurt their customers, nothing will happen to them. The same “nothing’ happened to Microsoft decades earlier. Nothing happened to Wall Street executives after the mortgage markets imploded due to their fraud. Nothing is likely to happen to Apple in its anti-trust case. Meta’s AI chat bots have lewd conversation with children, while admitting to basically stealing their training data from authors. Nothing will happen to them. Unusual options trades on thinly traded companies just before major announcements feel like they’re happening on an almost daily basis. No one is being picked up for insider trading.

What happens at the end of this, when we let major companies and the rich skirt on their tax burden, when we’ve destroyed the competitive business landscape to help make them a little more money, when we’ve gone into debt over and over again, in administration after administration, to cut their taxes or drive away burdensome regulations? What’s going to happen is that the people in the bottom 95% will be left to bear the burden of cleaning up after a party that they didn’t attend. They will own nothing, because anything worth owning will be held by the rich, who have super-charged the rate they accumulate wealth. They will use those piles of cash to buy anything worth having, from housing, to farm land, to water rights, to pristine wilderness.

The wealth gap between the top 1% and the bottom of the top 10% is becoming stupidly large. Never mind the middle 50% of Americans. And this is happening all over the world. A little faster in some countries, and a little slower in others. But at the end of the day, the super-rich will walk away just fine, but it will be rank and file citizens that will have to pay back the debt. At some point the acceleration of debt will be so unsustainable that either brutal austerity or massive inflation will follow.

And who owns that debt? Who do we need to pay back? It is the super-rich, the large investors, and the large corporations.