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Physicists at Stellenbosch University have resolved a decades-long mathematical inconsistency in the Caldeira-Leggett model by identifying how heat accelerates quantum decoherence through high-frequency fluctuations. This refinement eliminates previously predicted negative probabilities and provides a physically consistent framework for understanding the transition from quantum to classical behavior in thermal environments. The finding is critical for advancing quantum error correction strategies and optimizing qubit stability as operating temperatures rise.