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To **[Markus Heinrich](https://www.markus-heinrich.eu/), [Jonas Helsen](https://www.linkedin.com/in/jonas-helsen-026506b4/)** and **Ingo Roth** to further develop **Error-agnostic shadow estimation**, to show that logarithmic-depth random circuits are sufficient to estimate expectation values of a large class of global observables.