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What would prove it wrong
If labor force participation stabilizes or rebounds in the July report while unemployment holds near 4.2%, the exit-driven mirage thesis fails and the improvement should be read as genuine.
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Later publication

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A dated research thesis and its assessment. This is not portfolio performance or an investment recommendation.

June's unemployment rate fell to 4.2% because roughly 700,000 workers… · 4 July 2026 · Thesis ledger