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Home April 2026

Understanding the Rise and Recent Fall in Gold Prices

Our chart book (available here) looks at why gold prices have increased so much since 2022, and why they have declined more recently.

Reasons why gold prices started going up in 2022:

  1. Central bank buying driven by de-dollarization because of sanctions when Russia
    invaded Ukraine
  2. Worries about US inflation
  3. Strong retail demand in India and China accelerated the upward trend

Likely reason why gold prices have declined recently:

  1. Investors needed liquidity as they experienced losses elsewhere in their portfolios
The relationship between gold prices and real long-term interest rates broke down in 2022 when Russia invaded Ukraine and EM central banks started diversifying away from the dollar
Sources: Bloomberg, Macrobond, Apollo Chief Economist

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  • Understanding the Rise and Recent Fall in Gold Prices
  • Outlook for Public and Private Markets
  • $20 Bills Falling, $100 Bills Rising
  • 3% vs. 60%
  • Factors Driving Job Losses in Software

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Outlook for Public and Private Markets

Our latest outlook for public and private markets is available here.

Outlook for Public and Private Markets

Download high-res chart book

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  • Understanding the Rise and Recent Fall in Gold Prices
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  • 3% vs. 60%
  • Factors Driving Job Losses in Software

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$20 Bills Falling, $100 Bills Rising

With the proliferation of cashless payments, you would expect the number of bills in circulation to be declining across all denominations. That is indeed the case for $20 bills, see charts below. But the number of $100 bills in circulation keeps rising.

Decline in the number of $20 bills in circulation but a rise in the number of $100 bills in circulation
Sources: Federal Reserve Board – Currency in Circulation: Volume, Apollo Chief Economist
Steady rise in the number of $100 dollar bills in circulation relative to the number of $20 dollar bills in circulation
Sources: Federal Reserve Board – Currency in Circulation: Volume, Apollo Chief Economist

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3% vs. 60%

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.

Direct lending as a share of total debt for US households and businesses: 3%
Sources: Preqin, FRB, Haver Analytics, Apollo Chief Economist

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Factors Driving Job Losses in Software

In recent years, employment in the software sector has declined by about 200,000 jobs. The factors driving this decline could include AI, Fed hikes or immigration restrictions, see the first chart below.

Either way, the 200,000 decline in software employment should be compared with the 63 million people who find a new job each year, the 38 million who voluntarily quit their jobs and the 21 million who are laid off, see the second chart below.

The bottom line is that, regardless of what is driving the decline in software employment, it remains insignificant compared to the broader churn in the labor market.

Employment in the software sector down 200K since the peak
Note: Includes software publishers, computer system design and related services, and data processing, hosting and related services. Sources: US Bureau of Labor Statistics (BLS), Macrobond, Apollo Chief Economist
US labor market flows: hires, quits and layoffs
Note: Data as of 2025. Sources: US Bureau of Labor Statistics (BLS), Macrobond, Apollo Chief Economist

Download high-res charts

Recent Posts

  • Understanding the Rise and Recent Fall in Gold Prices
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  • $20 Bills Falling, $100 Bills Rising
  • 3% vs. 60%
  • Factors Driving Job Losses in Software

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Busting the AI Youth Unemployment Myth

The first chart below compares the unemployment rate for the entire US population with the unemployment rate for people ages 20 to 24. It does not show any sign that unemployment among younger workers is structurally higher because of AI.

Similarly, the second chart shows the unemployment rate for US college graduates ages 22 to 27. The unemployment rate has increased for men, but it has recently converged toward the unemployment rate for women. For women, since ChatGPT was released, the unemployment rate has been moving lower, and more recently it has increased slightly again.

The bottom line is that there is no sign that AI is increasing unemployment among younger workers, and there is also no sign that young people or recent college graduates are having a harder time finding jobs at the moment than other demographics.

No signs of AI having a special impact on the youth unemployment rate
Sources: US Bureau of Labor Statistics (BLS), Macrobond, Apollo Chief Economist
No signs of AI having a particular impact on the unemployment rate among US college graduates age 22-27
Sources: BLS, Apollo Chief Economist

Download high-res charts

Recent Posts

  • Understanding the Rise and Recent Fall in Gold Prices
  • Outlook for Public and Private Markets
  • $20 Bills Falling, $100 Bills Rising
  • 3% vs. 60%
  • Factors Driving Job Losses in Software

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