Edward Conard

Top Ten New York Times Bestselling Author

  • “Unintended Consequences is far smarter and more thought-provoking than most economics written for the general public” - Greg Mankiw, Harvard University, Former Chairman of the Council of Economic Advisors
  • “Unintended Consequences provides a provocative interpretation of the causes of the global financial crisis and the policies needed to return to rapid growth. Whether you agree or not, this analysis is well worth reading.” - Nouriel Roubini, New York University; Chairman, Roubini Global Economics
  • “…a comprehensive explanation of the modern economy.” - Julian Robertson, Founder, Tiger Management
  • “…challenges misconceptions that distort our economic debates.” - Arthur Brooks, President of the American Enterprise Institute
  • “…a fresh argument for the productive value of inequality.” - David Autor, Professor of Economics, Massachusetts Institute of Technology
  • “…a very valuable contribution.” - Larry Summers, former Secretary of the Treasury and director of the National Economic Council, president emeritus, Harvard University
  • “…a must-read for serious students of economic policy.” - Glenn Hubbard, Dean, Columbia Business School, and former Chairman of the Council of Economic Advisers
  • “A full-throated defense of economic dynamism.” - The Wall Street Journal
  • “Unintended Consequences represents the most cogent and persuasive analysis of the Financial Crisis to date.” - Andrei Shleifer, 1999 John Bates Clark Medal Winner
  • “…reminds us that inequality sends a signal of what society lacks most, in America’s case, entrepreneurship and risk taking.” - Lawrence Lindsey, CEO, The Lindsey Group, former Director of the National Economic Council
  • “Unintended Consequences should be read by anyone who takes for granted the superiority of progressive taxation and has not thought carefully about the trade-offs involved.” - The New Republic
  • “Unintended Consequences is full of substance, it is one of the must-read books of the year, and once I finish it I will be giving it a second read through right away.” - Tyler Cowen, Professor, George Mason University
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Wile E. Coyote Moment as Tech Goes Off the Cliff

John Authers Bloomberg
Date Posted:
November 1, 2022
Is Database:
Database

Tech stocks have weighed down the S&P 500, while the average stock has performed well. A return to fundamentals is driving this shift. @JohnAuthers.

Since the March 2020 trough, the average S&P 500 stock has outperformed the NYSE FANG+ index, highlighting a shift in market dynamics as investors reassess the valuation of mega-cap tech stocks. The S&P 500 Equal Weight Index, where each stock has a 0.2% weighting, shows that tech shares have weighed down the index, while the average stock has performed well. This divergence is partly due to a return to fundamentals like cash flow and balance sheet analysis, as seen with Meta Platforms Inc., whose market value has dropped by $676bn this year. The tech sector's vulnerability to rising interest rates contrasts with the stability of value-based old economy stocks, which are less sensitive to rate hikes. As central banks signal a potential slowdown in rate increases, the market is recalibrating, with capital shifting towards sectors that benefit from a return to normalcy post-pandemic.

Since the March 2020 sellout, the average S&P 500 stock has outperformed the NYSE FANG+ index. “It is only now that investors have fully grasped that shouldn’t be valued as though the pandemic conditions would continue forever.”

“…This incident is very much about mega-cap tech and the premium it deserves over the rest of the market. Looking at the ratio between the S&P 500 Equal Weight Index, in which each stock has a 0.2% weighting regardless of its size, and the standard S&P 500 benchmark, illustrates just how much tech shares weigh down the index when the average stock isn’t doing so badly. The average stock has comfortably beaten the index so far this year. The average S&P 500 stock has now outperformed the NYSE FANG+ index since the nadir of the Covid-19 selloff in March 2020….”

John Authers, "Wile E. Coyote Moment as Tech Goes Off the Cliff,"Bloomberg, October 28, 2022, https://www.bloomberg.com/opinion/articles/2022-10-28/tech-s-fangs-plummet-in-wile-e-coyote-moment-on-earnings

Wile E. Coyote Moment as Tech Goes Off the Cliff

Crash Landing

There is no character in the entire canon of world literature and drama more useful for explaining markets than Wile E. Coyote. In the Roadrunner cartoons, he would run off the edge of a cliff, and continue running into midair. Only once he stopped, looked down, and realized that he was in midair, did he fall. He thus gave the market the invaluable concept of a Wile E. Coyote moment, when investors realize they’ve been running without support for a long time, and prices that should have long since been gradually coming down suddenly collapse.

The laws of physics make what the coyote does impossible. But markets are driven by human nature and crowd psychology. Coyotes can defy gravity for years in the markets — but generally there comes a point when the game is up. And this week has seen the FANGs (the acronym for the huge internet platform groups that originally stood for Facebook, Amazon, Netflix and Google when coined) respond to gravity at last.

Netflix had well-received results last week; but Microsoft Corp., Google-owner Alphabet Inc., Amazon.com Inc. and even Apple Inc. have all this week suffered sharp writedowns, while the treatment meted out to Meta Platforms Inc., the Facebook parent, has been savage. Since Tuesday evening when its results came out, Meta’s stock has been punished horribly for a disappointing revenue forecast, despite Mark Zuckerberg asking for patience given the social-media giant’s growing investments, particularly in the metaverse. The stock has plunged 25% Thursday and 70% year-to-date:

Wile E. Coyote Moment as Tech Goes Off the Cliff: Extended Excerpt Image 1


The fall from grace has been staggering. As of Thursday’s close, Meta has underperformed the benchmark S&P 500 since it went public, even excluding dividends. The following graph shows the performance of the social media giant, the benchmark index and the S&P 500 Total Return Index, which is calculated intraday by the S&P based on both price changes and reinvested dividends. For investors who thought they were betting on the next big thing, it won’t be surprising if they are starting to think twice.

Wile E. Coyote Moment as Tech Goes Off the Cliff: Extended Excerpt Image 2


Or let’s put that another way. After Thursday’s carnage, Meta trades at just over nine times trailing earnings (having traded as high as 37 times earnings little more than a year ago). The S&P 500 as a whole trades at 18. One of the most exciting growth stocks on the planet, with all its greatest days still ahead of it, is somehow now regarded as so weak that it should only trade at half the market multiple. That kind of judgment is a recognition that Meta should never have been valued so richly in the first place.

Another important way to illustrate the scale of what’s going on involves comparing market capitalizations. The market value of Meta has slipped by $676 billion this year, pushing it out of the world’s top 20 largest companies. At one point it was the fifth-largest in the US, valued at more than $1 trillion, and almost three times the size of the biggest US bricks-and-mortar retailer, Walmart Inc. Now, for the first time since 2015, Meta is smaller than Walmart:

Wile E. Coyote Moment as Tech Goes Off the Cliff: Extended Excerpt Image 3


Naturally Meta’s numbers and predictions were disappointing, but its greatest problem was a sudden return by investors to the basics of cash flow and balance sheet analysis. The decline in Meta’s free cash flow drew an apology even from previously ardent backer Jim Cramer on CNBC. And Neil Campling of Mirabaud Equity Research made this telling observation: “For every $1 Apple spends on operating costs, it generates $6.80 in revenue. For every $1 Meta spends on operating costs, it generates $1.17 in revenue.”

This is all a tad reminiscent of the period of a few weeks in early 2000 when dot-com investors suddenly moved from metrics like “clicks per eyeball” to “burn rate” — an old metric with a new name, referring to how quickly startup companies were burning through their cash flow. Meta has become a vastly more substantial and tangible concern than the entities that evaporated 22 years ago, but the sudden and swift realization that it had been valued far too generously still rings those bells.

The FANGs’ crisis of confidence is all the more interesting because it comes just as bond yields are falling and optimism is growing that central banks will soon relent (of which more below). In fact, the pessimism from Meta, given the company’s sheer size, even overshadowed the positive gross domestic product data Thursday, according to Nicole Webb, SVP and financial adviser at Wealth Enhancement Group. The stock’s slide has had “such a global impact” that it may prompt a broader market recalibration: "I appreciate seeing a slowdown in the mega-cap tech companies. I have always had this thesis that trades don’t grow from the sky. And I think Silicon Valley is showing a bit of its age in that they really ever had to be thoughtful about hiring, layoffs and restructuring."

She may be right. This incident is very much about mega-cap tech, and the premium it deserves over the rest of the market. Looking at the ratio between the S&P 500 Equal Weight Index, in which each stock has a 0.2% weighting regardless of its size, and the standard S&P 500 benchmark, illustrates just how much tech shares weigh down the index when the average stock isn’t doing so badly. The average stock has comfortably beaten the index so far this year:

Wile E. Coyote Moment as Tech Goes Off the Cliff: Extended Excerpt Image 4


Perhaps even more impressively, the average S&P 500 stock has now outperformed the NYSE FANG+ index since the nadir of the Covid-19 selloff in March 2020. For more than a year, investors worked on the assumption that these companies would benefit from the pandemic, which they unquestionably did — but it is only now that investors have fully grasped that they shouldn’t be valued as though the pandemic conditions would continue for ever:

Wile E. Coyote Moment as Tech Goes Off the Cliff: Extended Excerpt Image 5


Strategically, Webb suggests that the selloff could offer a good point to enter tech again, although tactically it appears to be a good time to stay in the bricks-and-mortar stocks that are reviving at present. Today’s defensive trades are more about existing in a lower-growth environment for a time, which will create a more sustainable market “and gives us a launching pad to the next wave of growth.”

For Anthony Saglimbene, chief market strategist at Ameriprise Financial, what’s happening is simply the divergence between the old economy and the new economy.

Old economy stocks, he said, comprise those that are value-based, which typically perform better due to their stable earning streams. This is where investors are gravitating now, especially since they are less sensitive to rate increases. The new economy, on the other hand, include high-growth tech names that are prone to fears of rising interest rates, since many of them are valued based on their projected profits far into the future. And as the Fed forges on with its most aggressive tightening monetary policy in decades, the future profits of tech firms will be worth far less.

Unfortunately for the tech sector, the bad news continued at the end of the day, when it was the turn of Amazon.com Inc. to feel the market’s wrath in after-hours trading. Its third-quarter earnings were above prior expectations, but a particularly sanguine warning that the coming holiday season isn’t going to be a good one for sales prompted investor flight. The stock plummeted 20% at one point in extended trading.

Wile E. Coyote Moment as Tech Goes Off the Cliff: Extended Excerpt Image 6


The numbers involved are vast. The price at which Amazon’s shares came to rest implied a fall of $159 billion in market cap. This would leave it in the club of trillion-dollar companies, but only just, at $1.02 trillion. This seems like quite a reckoning, as the tech companies fall coyote-like toward the canyon floor. But to Saglimbene, who is overweight tech, the headwinds are only temporary until interest rates find their equilibrium.

For now, other parts of the market are enjoying a boost — companies that warmly fill tummies, bring us to exciting places, and entertain us with endless movies. To Webb, it’s simply a matter of everyone getting their time, as companies that were hurt by the pandemic return to normal: "McDonalds is such a great story in the psyche of the consumer as is Chipotle as is Boeing... When you think about the world today, kids are back in school so it’s not surprising Netflix has new subscribers again. Well now we are back to the school year, winter is coming. Everyone is back to normal activity. Return to normalcy will prevail the trade."

More telling still was the judgment of Louis Navellier, a veteran growth investor who has cheered fast-growing tech stocks in the past, and has made a fortune by looking at growth prospects rather than valuations. He pointed out that Meta’s spending on the metaverse would likely have a long payback, and that the Dow Jones Industrial Average was still up for the day thanks to strong numbers from McDonald’s Corp. and a range of other old-world names that earn their money from making things and selling them to people, including Honeywell International Inc., Caterpillar Inc., Boeing Co. and Merck & Co. Inc. Amid the bloodbath for tech companies, McDonald’s shares have somehow managed to rise slightly for the year so far.

Navellier suggests that assumptions about tech that have survived for the best part of a quarter century are at last being revised: "Consider that both Microsoft and ExxonMobil are currently generating roughly the same amount of free cash flow yet Exxon has a market value of only 25% of Microsoft. If the economy continues to slow as the Fed intends, the leadership that tech has enjoyed for many years may be brought back down to earth by valuation adjustments."

And as the Wile E. Coyote moment demonstrates, now that those valuations are at last being examined critically, not even the prospect of lower interest rates can keep the FANGs levitating.

Cruise Path to a Soft Landing (???)

While the FANGs made a crash landing, the top-down macro world is providing much news that investors had been hoping to hear. The European Central Bank met and hiked rates by 75 basis points as expected, but President Christine Lagarde signaled very clearly in her press conference (which you can see here) that we should expect the rate of increases to slow down from now on. Previously, the ECB had alerted that it expected to raise rates at “the next several meetings.” Now, under questioning, Lagarde was much more hedged: "Our sense is that we have already made significant progress, as I said. We are not done yet. There is more ground to cover, and the question of what that pace will be — what will be the magnitude of future rates — will be determined meeting by meeting and will be data dependent."

That had an immediate impact on the implicit path of interest rates projected by the overnight index swaps market. Expectations had risen sharply over the summer, but Lagarde’s words helped cut projected rates for next year by 25 basis points:

Wile E. Coyote Moment as Tech Goes Off the Cliff: Extended Excerpt Image 7


This isn’t a “pivot” toward lower rates. Lagarde said inflation was “far too high, and will stay high for a while,” and predicted an economic slowdown, but it’s plainly a deceleration and it makes it that much easier for the Federal Reserve also to start paving the way to slow its pace during next week’s meeting. It also weakened the euro, which had just exceeded parity to the dollar for the first time in a month.

Shortly after, US GDP numbers for the third quarter were released, and were almost perfectly “Goldilocks” (not too hot, not too cold) as far as the market is concerned. GDP is growing, but consumption is slowing, a combination that should allow some kind of “soft landing.” Bond yields did reduce, with the 10-year Treasury yield dropping below 4% for the first time in two weeks, but not in a way that saved the stock market from a tough day.

One reason for this is that the third quarter’s GDP number of 2.6% is already well in the past. Friday’s release of Personal Consumption Expenditure inflation data, the Fed’s favorite measure and within days of a monetary policy decision, promises to be far more important. Expectations for PCE are widely dispersed, but everyone thinks that they will show a rise. If the number comes in at the bottom of the range of expectations, that could have a much powerful effect on bond yields:

Wile E. Coyote Moment as Tech Goes Off the Cliff: Extended Excerpt Image 8


Friday also brings the employment cost index, which comes out only quarterly and is closely monitored by the Fed for any sign of an incipient wage-price spiral. That could have a major impact on the central bank’s flight path from here. Tom Hainlin, national investment strategist at US Bank Wealth Management, said by phone: "Is it a shallow glide lower? Is it a big stair step lower in terms of the outlook for 2023? That’s still unknown. GDP was backward looking. It's not really going to be a key driver of the market. That employment cost number is going to be a key driver."

As the FANGs continue their crash landing, there are still hopes of a soft landing for the bond market. That could yet translate into one for the stock market as well, as some ludicrous valuations are corrected, and capital diverts to some places that have been starved of it but could use it. The readjustment from the pandemic seems to be over — but bonds and tech stocks are reassessing assumptions that have stood for a couple of decades or more. This is tricky to engineer. The path to a safe landing might exist, but it’s a perilous one.

  • Business Cycle
  • GDP
    • Financial Markets
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Showing 218 database articles primarily about Business Cycle

3% vs. 60%

AI Summary. Direct lending represents roughly 3% of total U.S. household and business debt, a fraction of the 60% share mortgages held at the peak of the housing bubble.

Torsten Sløk Apollo
Date Posted:
April 8, 2026
Is Database:
Database

Torsten Sløk notes the direct lending market is ~$2T or 3% of household and non-financial debt outstanding. To provide context, he shows that in 2006, on the eve of the crisis, mortgages accounted for ~60% of such debt.

Core argument: Direct lending represents a small but growing alternative to traditional bank financing for businesses and households.

The direct lending market is roughly $2 trillion, or about 3% of total debt outstanding for US households and businesses. By comparison, mortgages accounted for about 60% of total household and corporate debt at the peak of the housing bubble in 2006.

Takeaways by Macro Roundup® AI

  1. Direct lending represents a small but growing alternative to traditional bank financing for businesses and households.
  2. The mortgage market’s dominance has shifted dramatically since the 2006 housing peak, reducing systemic risk concentration.
  3. Non-bank lenders now capture meaningful market share in credit provision across the economy.

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Top 10% of Earners Drive a Growing Share of US Consumer Spending

Jonnelle Marte Bloomberg
Date Posted:
September 17, 2025
Is Database:
Database

Mark Zandi finds Americans in the top 10% of the income distribution accounted for 49.2% of consumer spending in Q2, the highest level since 1989.

Consumers in the top 10% of the income distribution accounted for 49.2% of total spending in the second quarter, up from 48.5% in the first quarter, reaching the highest level in data going back to 1989, according to an analysis of Federal Reserve data by Mark Zandi, chief economist for Moody’s Analytics. In contrast, the bottom 80% of the income distribution, or consumers making less than roughly $175,000 a year, have seen their spending merely keep pace with inflation since the pandemic.

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Litigation Nation, Engineering Empire

Jonathon Sine Cogitations
Date Posted:
September 2, 2025
Is Database:
Database
Is Important:
Important

Jonathon Sine argues China “is moving beyond its breakneck industrial prime, facing similar dilemmas to those America confronted in the 1960s and 70s.” The ratio of science/engineering to humanities undergraduate majors is 2:1 in both the PRC and US.

Dan Wang’s “big idea” [is] “China is an engineering state, building big at breakneck speed, in contrast to the United States’ lawyerly society, blocking everything it can, good and bad.” I re-group US college majors according to Chinese disciplines to allow for rough comparison. Surprisingly, the ratio of science/engineering to humanities/social sciences is 2:1, the same as in China (if one groups management with science/engineering, as I also do for China). As with China today, America’s breakneck building phase was decidedly winding down by the 1960s. Urbanization went from 40% in 1900 to 70% by 1960, and grew much more incrementally over the next 60 years to 85% by 2020. The country simply did not need to continue building dams, expressways, and energy production facilities at breakneck pace. It became much more a matter of maintaining and upgrading (which has not gone well, at least according to the American Society of Civil Engineers’ report card). The American [building/investment slowdown that started after the 1970s] may be more about structural economic shifts than lawyers.

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How America’s AI Boom Is Squeezing The Rest Of The Economy

Economist Staff The Economist
Date Posted:
August 19, 2025
Is Database:
Database
Is Important:
Important

As AI-related investment has risen since 2023, residential and nonresidential investment have declined or flatlined. This may suggest that a relatively rate-insensitive AI buildout is crowding out more interest-sensitive forms of investment.

Something like a sixth of the 2% rise in American real GDP over the past year has come from investments in computer and communications equipment, including chips, and data centres. Add in the grid upgrades to power AI models, plus the intellectual-property value of the software itself, and one estimate puts the boom’s contribution to real GDP growth at 40%. The trouble is that the very sector powering so much of America’s economic growth is squeezing the rest of its output. Housebuilders, for instance, cannot afford to be blithe about higher borrowing costs. Data centres have also constrained the rest of the economy by keeping energy prices high. Average American electricity bills have risen by 7% so far in 2025, at least in part due to the extra strain data centres have put on the grid. Real consumption has flatlined since December. Housebuilding has slumped, as has non-AI business investment.

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Is it Over?

Joseph Wang Fed Guy Blog
Date Posted:
August 18, 2025
Is Database:
Database

Following tepid reactions to the release of GTP-5, Joe Wang observes, “It is looking more like companies are spending hundreds of billions on rapidly depreciating GPUs that produce a commoditized product that most clients only modestly benefit from.”

GPT-5 users widely expressed disappointment in the capabilities of the new release, which seemed in some ways a step back. This sentiment is reflected in benchmarks that show a modest improvement in capabilities since the significant improvement in version 4 released two years ago. In addition, the benchmarks suggest a broader convergence in the capabilities of AI models. Commentary suggests this could be due to inherent limitations in the LLM technology and exhaustion of new training data. AI is fascinating technology, but it may not justify the enormous sums spent in its pursuit. It is looking more like companies are spending hundreds of billions on rapidly depreciating GPUs that produce a commoditized product that most clients only modestly benefit from. The entire macro landscape would look very different without the support of the AI boom.

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US Households and Firms Are in Great Shape

Torsten Sløk Apollo
Date Posted:
March 31, 2025
Is Database:
Database

​​Torsten Sløk notes that US household and banking sector debt has fallen to its lowest level in decades as a % of GDP, while corporate leverage has moved sideways. “The bottom line is that the private sector in the US is in incredibly good shape.”

Household sector leverage and banking sector leverage have declined significantly since 2008. Over the same period, federal government leverage has increased significantly, and corporate leverage has moved sideways. The bottom line is that the private sector in the US is in incredibly good shape.

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