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Extending recent developments of Kra, Moreira, Richter and Roberson, we study infinite sumset patterns in -uniform subsets of the integers, defined via the local uniformity seminorms introduced by Host and Kra. We relate the degree of a -uniform set to the existence of a rich variety of sumset patterns. As a counterpart, we stablish higher order parity obstruction to sumsets arising from nilsystems. We also provide examples of -uniform sets for applications, including sets arising from the Thue-Morse and Rudin-Shapiro sequences.

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