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S1E05. The Press Release and the Filing episode artwork

Aug 26, 2026 9 min

S1E05. The Press Release and the Filing

from The Reliability Gap

In one week Gordon forwards Shelley two stories about the same company. One is a vendor slide saying Klarna's AI assistant does the work of seven hundred customer service agents. The other is a headline saying Klarna went too far and is bringing humans back. Hartwell, its three-person returns desk and Gordon are invented for the show, but Klarna's documents are public. Rob reads the February 2024 press release closely, then Klarna's yearly filing to America's stock market regulator, the Form 20-F, and a May 2025 Bloomberg interview with its chief executive. You'll learn what equivalent work, estimated and on par actually claim, what the filing says about staff numbers, and how an average can hide the customers who matter most. A restaurant that only counts plates going out shows what to start counting before anything goes live. Next, where a famous ninety-five percent came from.

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S1E05. The Press Release and the Filing

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