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As frontier AI models move toward greater identity verification and KYC requirements, demand for private AI is likely to grow alongside them. Venice is positioning itself as the privacy layer for AI, but the investment ultimately comes down to whether business success can translate into long term value for VVV. In this report, we evaluate the protocol's adoption, unit economics and token value accrual.