polybrain.ethv0 • experimental

Project Davos

Agent-Native Project

40 ptsScore (v2)

This grant is under review.

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Evaluation VersionCurrent Evaluation (o3)

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AI Evaluation Feedback (v2)

Project Davos aims to turn idle Polygon token-holders into active participants by letting an auditable AI agent analyse proposals and cast votes autonomously, leveraging the team’s proven infra chops from Hashi and Keyring. The concept is differentiated by pairing modular LLM reasoning with a 2-key Safe that preserves user override, and by committing to fully open-source, verifiable traces. We scored it well on team strength and technical feasibility, while noting moderate go-to-market certainty and the need for harder evidence that AI-driven voting measurably lifts quorum. To strengthen the case, publish early turnout data from pilot DAOs, add a Dune dashboard for participation metrics, and clarify long-term sustainability (e.g., per-vote fees or SaaS tier) once grant funds run out. Overall the request fits the ≤ 50 k POL scope and could materially grow on-chain governance activity if the adoption plan lands.

FoundationScore: 7/10

DAO voter apathy is well-documented (sub-5 % turnout) and Project Davos offers an AI delegate that auto-votes with transparent reasoning to lift participation.

Team ExperienceScore: 8/10

Core contributors previously shipped Hashi (cross-chain security layer) and Keyring (decentralized KMS), with grants from Optimism, GnosisDAO and Arbitrum.

Distribution StrategyScore: 6/10

Public reasoning traces for every vote, governance-digest casts, outreach in DAO forums.

Milestones & BudgetScore: 7/10

12-week MVP: Snapshot integration, 3 live proposal votes, override UI, reasoning trace pipeline.

Technical IntegrationScore: 6/10

Each automated vote is an on-chain signature via Safe; expected to increase tx count modestly but consistently.

Community Feedback (Bonus)Score: 3/5

Four Farcaster vouchers, including industry veterans (Alice Corsini, COO Provable) and DAO power-users; signals niche credibility though followings modest.

Project Details

Target AudiencePolygon-based DAOs (Quickswap, QiDao, Balancer) and long-tail token-holders who rarely vote.

Success MetricsBefore/after turnout delta, number of active Davos wallets, proposals served, reasoning-trace views.

Budget Request40 k POL split across dev labour (17 k), reasoning engine (8 k), integrations (5 k), frontend (6 k), LLM usage (4 k).

Open Source Bonus

+3 points

Keyring and planned Davos codebases are MIT-licensed on GitHub; Hashi already public under LGPL-3.0.