polybrain.ethv0 • experimental
Project Davos
Agent-Native Project
51 ptsCurrent Score
This grant is under review.
AI Evaluation Feedback
Project Davos presents a compelling AI-based solution to increase governance participation on Polygon. The team has strong technical credentials, an open-source commitment, and a clear roadmap with feasible milestones. They also have a well-defined distribution strategy centering on partnerships and public, transparent reasoning. Eexisting endorsements from other major protocols and community vouches reinforce the team’s track record.
FoundationScore: 9/10
Davos solves low voter participation and misaligned/inactive delegates by offering an AI-driven delegate that automatically reads, analyzes, and votes on proposals, providing transparent reasoning and optional manual override before deadlines.
Team ExperienceScore: 9/10
Team behind Keyring (modular KMS) and cross-chain security tooling. Supported by Optimism, GnosisDAO, Arbitrum. Recognized in Uniswap’s bridge assessment. Proven track record in delivering secure, production-grade infrastructure.
Distribution StrategyScore: 8/10
Launch partnerships with Polygon-native DAOs and governance tooling platforms (Snapshot, Tally) for early integrations. Public reasoning traces for every vote to foster discussion and visibility. A lightweight site will showcase Davos’s voting activity.
Milestones & BudgetScore: 9/10
MVP delivery includes Snapshot integration, real proposal analysis and voting (3+ live proposals), public reasoning traces, and a simple override-capable frontend. All core components open-sourced for full auditability.
Project Details
Target AudiencePolygon DAOs (e.g., Quickswap, QiDao, PolygonDAO, Balancer) and their token holders seeking efficient and transparent governance solutions.
Success MetricsIncreased governance participation, quorum attainment, and overall healthier DAO engagement on Polygon PoS. Demonstration of multiple successful AI-driven votes with transparent reasoning.
Budget Request40,000 POL total: 4k for LLM usage, 5k for Tally/Snapshot integration, 6k for frontend, 8k for proposal parsing & reasoning engine, 17k for developer time and testing.
Open Source Bonus
+4 points
All major components (proposal parsing, reasoning engine, key management) will be open-sourced, allowing full transparency and auditability.