This Letter reports the observation of -lepton pair production in ultraperipheral lead-lead collisions, $ \to (\gamma\gamma \to \tau\tau)\tau$-lepton anomalous magnetic moment, . The dataset corresponds to an integrated luminosity of 1.44 nb of LHC Pb+Pb collisions at TeV recorded by the ATLAS experiment in 2018. Selected events contain one muon from a -lepton decay, an electron or charged-particle track(s) from the other -lepton decay, little additional central-detector activity, and no forward neutrons. The process is observed in Pb+Pb collisions with a significance exceeding 5 standard deviations, and a signal strength of assuming the Standard Model value for . To measure , a template fit to the muon transverse-momentum distribution from -lepton candidates is performed, using a dimuon () control sample to constrain systematic uncertainties. The observed 95% confidence-level interval for is .

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