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What Is an AI Heatmap? Why It Is Not a Mind Reader

An AI heatmap can highlight the regions of an image that influenced a model’s output. Bright areas may show where important signals appeared. But the heatmap is not a recording of the model’s thoughts. It can provide useful clues without proving why the model reached its decision.