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We show that the characteristic polynomial and the Lefschetz zeta function are manifestations of the trace map from the -theory of endomorphisms to topological restriction homology (TR). Along the way we generalize Lindenstrauss and McCarthy’s map from -theory of endomorphisms to topological restriction homology, defining it for any Waldhausen category with a compatible enrichment in orthogonal spectra. In particular, this extends their construction from rings to ring spectra. We also give a revisionist treatment of the original Dennis trace map from -theory to topological Hochschild homology (THH) and explain its connection to traces in bicategories with shadow (also known as trace theories).

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