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When Direct Manipulation Becomes a Guess: Productive Friction in AI-Mediated Multisensory Visualization
Generative visualization increasingly embeds large language models within direct manipulation and multisensory interaction. Speech, gaze, touch, gesture, sound, and haptics can make probabilistic inference feel like familiar, deterministic tool use. I call this gap a deterministic-affordance mismatc
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