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Low‐grade waste heat (60% relative to continuous discharge. A nine‐cell array directly recharges an electrochemical system using only low‐grade heat ( T H = 50°C). This work elucidates key mechanisms governing sustained performance and demonstrates a robust, scalable platform for passive harvesting of ubiquitous low‐grade heat toward self‐powered distributed electronics.