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By introducing Research Interest Points (RIPs), Neos decentralizes funding and validation processes, enabling a trustless, incentive-driven system for innovation. The platform employs a unique Proof of Research (PoR) consensus mechanism, ensuring contributions are validated, non-duplicative, and aligned with research objectives."}]}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"1. Introduction"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","p",null,{"children":"The production of knowledge is often constrained by centralized funding, siloed research, and opaque validation mechanisms. Neos seeks to disrupt these limitations by introducing a peer-to-peer network where research contributions are funded, validated, and rewarded transparently. Inspired by decentralized systems like Bittensor and Ethereum, Neos offers an open marketplace for scientific discovery, where Research Interest Points (RIPs) represent clearly defined objectives and measurable milestones."}]}]]}],["$","div",null,{"children":[["$","p",null,{"className":"text-lg font-medium mb-2.5","children":"The Neos Model"}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"2.1 Architecture"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","div",null,{"children":["Neos operates on a two-layer system:",["$","ul",null,{"className":"text-base list-disc flex flex-col gap-[24px] mt-[24px] pl-4","children":["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":"Layer 1: Blockchain "}]," – Handles staking, governance, and financial transactions using the NEOS token."," "]}]}]]}]}]]}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"2.2 Research Interest Points (RIPs)"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","p",null,{"children":"Layer 2: AI Computation – A decentralized computational layer where validators process RIPs, validate contributions, and maintain a scalable research ecosystem."}]}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"2.3 Proof of Research (PoR) Consensus"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","div",null,{"children":[["$","p",null,{"children":"The Neos network introduces Proof of Research (PoR), a novel consensus mechanism where validators verify research contributions through AI-based analysis. PoR ensures:"}],["$","ul",null,{"className":"flex flex-col gap-6 list-disc pl-4","children":[["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":"Consistency:"}]," ","Contributions align with the objectives of the RIP being addressed."]}],["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":" Non-duplication:"}]," ","Submissions are checked against existing findings to prevent redundant efforts."]}],["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":" Transparency:"}]," AI agents validate all contributions, ensuring trustless verification within the network.PoR allows the network to achieve consensus on research findings, incentivizing genuine innovation while penalizing attempts to game the system."]}]]}]]}]}]]}],["$","div",null,{"children":[["$","p",null,{"className":"text-lg font-medium mb-2.5","children":"Incentive Mechanisms"}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"3.1 Stake-Weighted Rewards"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","div",null,{"children":[["$","p",null,{"children":"Rewards for solving RIPs are distributed as:"}],["$","div",null,{"className":"flex items-center justify-center py-2.5","children":["$","$Le",null,{"src":"/whitepaper/stake-weighted-reward.png","width":337,"height":101,"alt":"Whitepaper"}]}],["$","p",null,{"children":"Where ρρ is the scaling factor, κκ is the trust threshold, and sisi is the stake of validator ii."}]]}]}]]}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"3.2 Validator and Node Incentives"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":"Nodes maintain uptime and process RIP validations. Validators earn rewards for accurate voting and lose stakes for misaligned decisions."}]]}],["$","div",null,{"children":[["$","p",null,{"className":"text-lg font-medium mb-2.5","children":"Governance"}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"4.1 DAO and Council of Scientists"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","div",null,{"children":[["$","p",null,{"children":"Neos governance relies on a dual structure:"}],["$","ul",null,{"className":"mt-6 flex flex-col gap-6 list-disc pl-6","children":[["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":"DAO:"}]," Community-driven prioritization of RIPs and dispute resolution."]}],["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":"Council of Scientists:"}]," ","Credentialed experts validate RIP success and ensure scientific rigor. Misconduct results in DAO-led removal."]}]]}]]}]}]]}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"4.2 Collusion Resistance"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","div",null,{"children":"A sigmoid-based voting mechanism ensures trust scores penalize validators attempting collusion. Simulations demonstrate honest validators dominate rewards under varied conditions."}]}]]}],["$","div",null,{"children":[["$","p",null,{"className":"my-2.5 font-medium text-lg","children":"Tokenomics"}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"5.1 Token Allocation"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","div",null,{"children":["$","ul",null,{"className":"list-disc flex gap-6 flex-col pl-6","children":[["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":"Staking Rewards: "}]," 35% of total supply, vested over five years. Validator"]}],["$","li",null,{"children":[" ",["$","span",null,{"className":"font-medium","children":"Incentives: "}]," Weighted by uptime and accuracy."]}],["$","li",null,{"children":[" ",["$","span",null,{"className":"font-medium","children":"Treasury:"}]," Funds future development and DAO initiatives."]}]]}]}]}]]}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"5.2 Economic Flow"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":"Burn mechanisms balance supply during high adoption phases, ensuring sustainable tokenomics."}]]}],["$","div",null,{"children":[["$","p",null,{"className":"text-lg font-medium mb-2.5","children":"Technical Framework"}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"6.1 Node Requirements"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","div",null,{"children":["$","p",null,{"className":"list-disc flex flex-col gap-6","children":"Nodes do not require any specific hardware as Neos leverages Proof of Stake mechanisms."}]}]}]]}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"6.2 Scalability"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":"Sharding and modular layers enable low-cost, high-throughput transactions. AI computations are parallelized for efficiency."}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"6.3 AI Integration"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":"Decentralized AI agents analyze RIP submissions and validate computational models. These agents interact with validators to ensure accurate outcomes."}]]}],["$","div",null,{"children":[["$","p",null,{"className":"my-2.5 font-medium text-lg","children":"Mathematical Foundations"}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"7.1 Reward Distribution"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","div",null,{"children":[["$","p",null,{"children":"Rewards are proportional to the trust and stake of validators:"}],["$","div",null,{"className":"flex items-center justify-center py-2.5","children":["$","$Le",null,{"src":"/whitepaper/reward-distribution.png","width":159,"height":74,"alt":"Whitepaper"}]}],["$","p",null,{"children":"Where RR is the ranking matrix, and TT is the trust matrix."}]]}]}]]}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"7.2 Collusion Resistance"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":"The reward gradient ensures that validators in honest sub-graphs gain exponential dominance over dishonest peers."}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"Applications and Use Cases"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","div",null,{"children":[["$","p",null,{"children":"Neos is designed for:"}],["$","ul",null,{"className":"list-disc pl-6 flex flex-col gap-6","children":[["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":" Medicine: "}],"Incentivizing drug discovery and therapy development."]}],["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":" Mathematics: "}],"Funding solutions to unsolved problems."]}],["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":" Sustainability: "}],"Backing research in renewable energy."]}]]}]]}]}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"Conclusion"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":"Neos transforms research by decentralizing its funding, validation, and incentivization processes. 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(2023). \"Decentralized Science.\""}]]}]}]}]]}],["$","div",null,{"className":"flex flex-col gap-2.5","children":[["$","p",null,{"className":"text-lg font-medium","children":"Visuals and Graphics"}],["$","div",null,{"className":"text-[#515763] leading-[1.5]","children":["$","div",null,{"children":["$","ul",null,{"className":"list-disc pl-6 flex flex-col gap-6","children":[["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":"Token Flow Diagram: "}]," ","Displays staking, emissions, and burning."]}],["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":"RIP Submission Flow: "}],"Shows proposal, voting, and validation steps."]}],["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":["Proof of Research (PoR) Flow:"," "]}],"Illustrates AI-driven verification processes for research contributions."]}],["$","li",null,{"children":[["$","span",null,{"className":"font-medium","children":["Reward Distribution Curve:"," "]}],"Sigmoid function illustrating trust-weighted rewards."]}]]}]}]}]]}]]}]]}],null,["$","$Lf",null,{"children":"$L10"}]]}],{},null]},null]},null],["$","$7","h",{"children":[null,["$","$7","XprIheoHbUNwEbmA8YftX",{"children":[["$","$L11",null,{"children":"$L12"}],["$","$L13",null,{"children":"$L14"}],["$","meta",null,{"name":"next-size-adjust"}]]}]]}]]],"m":"$undefined","G":["$15","$undefined"],"s":false,"S":true}
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