Valence Vibrations is a legitimate early-stage startup backed by SRI International and USC, developing innovative emotion AI and haptic feedback technology for neurodiverse populations and B2B sales. However, the submission itself is of extremely poor quality, containing demonstrably false claims (e.g., 'most people have used my product') and nonsensical data ('marketcap: null'). While the technology has high potential utility and scientific grounding, the disconnect between the actual early-stage traction (seed/grants) and the exaggerated submission severely impacts the score.
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