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VEIL BRIDGE AI: Decentralized, Scalable ZKP Conflict Resolution Framework

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VEIL BRIDGE AI: Decentralized, Scalable ZKP Conflict Resolution Framework

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Gombilla May 13, 2025
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Challenge: Open challenge

Industries

Community and CollaborationInclusionSocial welfare

Technologies

Blockchain & infrastructureLLMs & NLP

Tags

Featured

Description

VEIL BRIDGE is a decentralized, AI-assisted framework designed to enable secure, anonymous, and unbiased arbitration b/w conflicting parties. It leverages privacy-preserving AI, zero-knowledge proofs, and DID systems to ensure both fairness & trust while protecting participants’ identities.

It uses approaches such as Anonymous Onboarding, AI-Powered Mediation Engine, Dynamic Arbitration Algorithms, Community/Expert Panel Integration and a Peace Ledger (decentralized log of resolved conflicts)

Detailed Idea

Alignment with DF goals (BGI, Platform growth, community)

BGI Alignment - our system embodies ethical AI use—mediating conflicts with empathy, fairness, and privacy. Addditionally, Our utilizes pro-social intelligence, which is a pillar of AGI safety and alignment research. 

Platform Growth - we have the potential to build an arbitration framework on the SNET platform, leveraging AI Services from the marketplace (e.g. NLP, sentiment analysis, ZKP tools) where possible. Additionally, we could configure our system could be modular, letting other dApps or DAO-style organizations plug in AI mediation as a service, thereby expanding the SNET ecosystem.

Community - Our conflict and dispute resolution is deeply social. Our framework invites community-led arbitration panels (using staking, voting, or reputation mechanisms). Also, we are keen on localized or culture-sensitive conflict resolution flows powered by diverse community input.

Problem description

Many conflicts—ranging from personal disputes and community disagreements to international issues—remain unresolved due to lack of trust, fear of retaliation, and imbalance of power between parties. Traditional mediation mechanisms often expose participants, reinforce structural biases, or become inaccessible due to costs and bureaucracy.

Proposed Solutions

Our AI-powered platform enables anonymous arbitration through decentralized identity (DID) & zero-knowledge proofs

We also integrate NLP & sentiment analysis to assist in understanding disputes and generating fair resolutions

Our model then combines AI mediation with optional human panel oversight

We also incorporate a Peace Ledger that stores anonymized outcomes for transparency and learning, while safeguards ensure privacy, fairness, and abuse prevention while contributing to peace research

Feedback

Welcome to our website!

Nice to meet you! If you have any question about our services, feel free to contact us.