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122 lines
4.6 KiB
TeX
122 lines
4.6 KiB
TeX
\section{Conclusion}
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\label{sec:conclusion}
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% ============================================================================
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The HANZO token is designed to solve the fundamental tension in AI infrastructure
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tokenomics: creating genuine utility demand while avoiding the velocity problem
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that plagues payment-only tokens. By combining five utility dimensions---compute
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payment, node staking, governance, fee reduction, and revenue sharing---with a
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fixed supply and 25\% fee burn, HANZO creates multiple concurrent demand sinks
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that reduce circulating supply as network usage grows.
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The key properties of the model are:
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\begin{enumerate}[leftmargin=1.4em]
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\item \textbf{Organic demand}: Every inference request, training job, and API
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call on Hanzo Platform requires HANZO, creating demand proportional to actual
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usage rather than speculation.
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\item \textbf{Supply reduction}: Staking, fee-reduction lock-ups, and
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permanent burns continuously reduce effective circulating supply.
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\item \textbf{Alignment}: Node operators, model providers, application
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builders, and end users all benefit from holding HANZO, aligning incentives
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across the ecosystem.
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\item \textbf{Stability}: The burn-and-stake equilibrium provides a natural
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price floor that rises with cumulative platform usage.
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\item \textbf{Governance}: DAO-controlled parameters ensure the economic model
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can adapt to changing market conditions without hard forks.
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\end{enumerate}
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Hanzo Network, backed by the Hanzo Platform's 14-month production track record
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and the Lux Network's multi-consensus infrastructure, provides the foundation for
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a sustainable AI compute economy where the HANZO token captures value
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proportional to the real economic activity it enables.
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% ============================================================================
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% REFERENCES
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% ============================================================================
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\begin{thebibliography}{99}
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\bibitem{hanzoplatform}
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M.~Chen, D.~Wei, and Z.~Kelling.
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\newblock Hanzo Platform: {PaaS} for {AI}-native application deployment.
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\newblock \emph{Hanzo AI Research}, December 2021.
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\bibitem{hanzoaci}
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Z.~Kelling, D.~Wei, and M.~Chen.
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\newblock Hanzo {ACI}: {AI} Chain Infrastructure for decentralized compute markets.
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\newblock \emph{Hanzo AI Research}, December 2024.
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\bibitem{hanzonetwork}
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Z.~Kelling.
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\newblock Hanzo Network: A {Hamiltonian} Market Maker {Layer-1} for decentralized {AI} compute and semantic learning.
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\newblock \emph{Hanzo AI Research}, October 2025.
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\bibitem{hanzodso}
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{Hanzo AI Research}.
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\newblock Decentralized Semantic Optimization: {Byzantine}-robust prior aggregation for collective model adaptation.
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\newblock \emph{Hanzo AI Research}, December 2023.
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\bibitem{hanzoaso}
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{Hanzo AI Research}.
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\newblock Active Semantic Optimization: Training-free adaptation via {Bayesian} Product-of-Experts decoding.
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\newblock \emph{Hanzo AI Research}, September 2025.
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\bibitem{hanzollmgateway}
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{Hanzo AI Research}.
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\newblock Hanzo {LLM} Gateway: Unified model serving infrastructure.
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\newblock \emph{Hanzo AI Research}, 2024.
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\bibitem{luxwhitepaper}
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{Lux Industries Inc}.
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\newblock Lux: A scalable multi-consensus blockchain with post-quantum cryptography.
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\newblock \emph{Lux Network Technical Report}, 2024.
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\bibitem{mckinseyai2024}
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{McKinsey Global Institute}.
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\newblock The economic potential of generative {AI}: The next productivity frontier.
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\newblock \emph{McKinsey Report}, June 2023.
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\bibitem{buterin2014}
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V.~Buterin.
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\newblock A next-generation smart contract and decentralized application platform.
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\newblock \emph{Ethereum White Paper}, 2014.
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\bibitem{nakamoto2008}
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S.~Nakamoto.
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\newblock Bitcoin: A peer-to-peer electronic cash system.
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\newblock 2008.
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\bibitem{samani2017}
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K.~Samani.
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\newblock Understanding token velocity.
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\newblock \emph{Multicoin Capital}, September 2017.
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\bibitem{vitalikburn}
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V.~Buterin, E.~Conner, R.~Dudley, M.~Slipper, and I.~Norden.
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\newblock {EIP-1559}: Fee market change for {ETH 1.0} chain.
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\newblock \emph{Ethereum Improvement Proposals}, April 2019.
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\bibitem{fetchai2023}
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{Fetch.ai}.
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\newblock Fetch.ai: Autonomous economic agents.
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\newblock \emph{Fetch.ai Documentation}, 2023.
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\bibitem{rendernetwork}
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{Render Network}.
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\newblock The Render Network: Distributed {GPU} rendering.
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\newblock \emph{Render Network White Paper}, 2022.
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\bibitem{bittensor2023}
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{Opentensor Foundation}.
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\newblock Bittensor: A peer-to-peer intelligence market.
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\newblock \emph{Bittensor White Paper}, 2023.
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\bibitem{akash2020}
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G.~Akash.
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\newblock Akash Network: The decentralized cloud.
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\newblock \emph{Akash Network White Paper}, 2020.
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\end{thebibliography}
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