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public-goods-funding-and-quadratic-voting
Blog

The Future of Public Goods: From Speculative Grants to Proven Impact

Funding is shifting from betting on promises in grant applications to rewarding measurable on-chain outcomes. This analysis covers the rise of Retroactive Public Goods Funding (RPGF), the data-driven models of Optimism and Protocol Guild, and why this evolution is critical for sustainable ecosystem development.

introduction
THE MISALLOCATION

Introduction

Public goods funding is broken, trapped in a cycle of speculative grants and retroactive rewards that fails to measure real-world impact.

Retroactive funding models like Optimism's RPGF are broken. They reward past contributions based on community sentiment, not verifiable outcomes, creating a popularity contest for grants.

Proven impact requires on-chain verification. Funding must shift from speculative proposals to measurable, on-chain results validated by systems like Hypercerts or EAS attestations.

The future is a continuous impact market. Projects like Gitcoin Allo and Public Nouns are evolving into real-time impact bond platforms, where capital flows to provable milestones, not promises.

thesis-statement
THE PARADIGM SHIFT

The Core Thesis: Impact is the New Application

Blockchain's next killer app is a verifiable, on-chain economy for funding and rewarding measurable outcomes, not speculative promises.

Impact replaces speculation as the primary value driver. The market now demands provable, on-chain results over roadmap promises. This creates a new asset class: tokenized impact.

Retroactive funding models like Optimism's OP Grants and Arbitrum's STIP prove the demand. These programs fund work after it delivers value, aligning incentives with ecosystem growth.

Impact is the new moat. Protocols like EigenLayer and Celestia monetize security and data availability as measurable services. Their value is the utility they provide, not token speculation.

Evidence: Optimism's RetroPGF has distributed over $100M across three rounds, funding core infrastructure like Ethereum Attestation Service and Dune Analytics based on proven community impact.

market-context
THE MISALIGNMENT

The Broken Grant Machine

Current grant programs fund speculative proposals, not measurable outcomes, creating a system of high-cost signaling with low-impact results.

Grant programs are marketing budgets. They fund speculative proposals to signal ecosystem support, not to generate verifiable public goods. This creates a high-cost signaling game where the primary output is press releases, not infrastructure.

Impact is a post-hoc narrative. Grant committees measure success by funds disbursed, not by on-chain usage or developer adoption. This misalignment is why Optimism's RetroPGF and Gitcoin Grants struggle to fund core protocol work, favoring narrative-friendly applications.

The future is retroactive. Funding must shift from speculative proposals to proven, on-chain outcomes. Optimism's OP Stack adoption and Ethereum's EIP-4844 succeeded because they solved measurable problems first, attracting capital as a consequence, not a prerequisite.

THE FUTURE OF PUBLIC GOODS

Grant Models: A Comparative Analysis

Comparing funding mechanisms for blockchain public goods, from speculative grants to results-based models.

Feature / MetricRetroactive Public Goods Funding (e.g., Optimism RPGF)Proactive Grant Committees (e.g., Uniswap, Arbitrum)Impact Certificates / Results-Based (e.g., Hypercerts, Giveth)

Primary Funding Trigger

Proven, verifiable past work

Speculative future proposal

Verifiable outcome / milestone

Decision-Making Body

Pluralistic, community vote (e.g., Citizen House, badgeholders)

Centralized committee (e.g., Uniswap Foundation, Arbitrum DAO)

Market-based (buyers of impact)

Key Innovation

Aligns incentives post-hoc; funds what is already valued

Enables coordination for future work; seed capital

Creates a liquid market for impact; funds what works

Major Risk

Collusion & vote-buying (e.g., "grant farming")

Committee capture; funding low-impact "grants-as-a-service"

Impact verification oracle problem; greenwashing

Funding Certainty for Builders

Low (work done at own risk)

High (upfront commitment)

Conditional (upon proof of result)

Example Allocation Round Size

$50M+ (Optimism Season 3)

$1-10M per quarter (typical DAO)

Variable, tied to specific outcome purchase

Time to Disbursement

Months after work completion (e.g., 3-6 month rounds)

Weeks after proposal approval

Upon verification of milestone (could be immediate)

Accountability Mechanism

Community sentiment & retrospective evaluation

Committee oversight & milestone reporting

On-chain verification oracles (e.g., Hypercerts)

deep-dive
FROM SPECULATIVE GRANTS TO PROVEN IMPACT

The Retroactive Revolution: How RPGF Works

Retroactive Public Goods Funding (RPGF) inverts the grant model by rewarding projects after they demonstrate measurable, on-chain value.

RPGF inverts the funding model. Traditional grants bet on future potential, creating misaligned incentives and administrative overhead. RPGF, pioneered by Optimism's Collective, funds what already works by analyzing verifiable on-chain data and community sentiment post-deployment.

The mechanism relies on outcome-based rounds. Projects are nominated and evaluated by badgeholders or the community after a contribution period. This creates a meritocratic flywheel where builders focus on utility, not grant proposals, knowing successful work gets rewarded retroactively.

Proof-of-Impact replaces speculation. Tools like Dora Factory's quadratic voting and Gitcoin's Allo Protocol enable transparent, community-driven evaluation. The funding is distributed based on proven adoption metrics, not speculative roadmaps, directly linking capital to tangible ecosystem growth.

Evidence: Optimism has distributed over $100M across multiple RPGF rounds to infrastructure like Chainlink oracles and developer tools, creating a measurable ROI in ecosystem activity and protocol revenue.

case-study
FROM SPECULATIVE GRANTS TO PROVEN IMPACT

Case Studies in Proven Impact

Moving beyond ideological funding, new mechanisms use on-chain data to directly measure and reward protocol contributions.

01

The Problem: Retroactive Funding is Still a Guessing Game

Protocols like Optimism and Arbitrum distribute millions in retroactive grants, but impact is judged by committees, not data. This creates politics and misaligned incentives.

  • Subjective Judgement: Committees decide winners, not objective metrics.
  • High Overhead: Manual review of applications and proposals.
  • Slow Payouts: Grants are delayed, reducing utility for builders.
~6-12 months
Decision Lag
>50%
Admin Overhead
02

The Solution: On-Chain Contribution Graphs

Projects like Gitcoin Allo and Hypercerts enable funding based on verifiable, on-chain contribution graphs. Impact is measured by smart contract interactions, not proposals.

  • Automated Attribution: Code commits, transaction volume, and user growth are tracked on-chain.
  • Programmable Funding: Smart contracts auto-distribute funds based on pre-set metrics.
  • Composable Rewards: Contributions become tradable assets (e.g., Hypercerts) for future funding.
100%
On-Chain Proof
10x
Faster Payouts
03

The Problem: Public Goods are Non-Rivalrous, Funding Isn't

Traditional grant pools are finite, creating zero-sum competition. A project's success doesn't automatically fund its dependencies (e.g., a successful DEX doesn't fund the underlying RPC it uses).

  • Tragedy of the Commons: Critical infrastructure is underfunded.
  • Fragmented Incentives: No mechanism for value to flow upstream.
  • Static Budgets: Grant pools are capped and deplete over time.
Fixed Pool
Zero-Sum Game
<1%
Upstream Funding
04

The Solution: Protocol-Governed Revenue Splits

DAOs like Uniswap and Aave can program treasury distributions to fund dependencies via fee switches and revenue-sharing contracts.

  • Automatic Royalties: A percentage of protocol fees is routed to designated public good dependencies.
  • Sustainable Funding: Creates a perpetual funding engine tied to protocol success.
  • Aligned Incentives: Infrastructure providers are rewarded proportionally to their usage.
Perpetual
Funding Engine
Usage-Based
Direct Alignment
05

The Problem: Impact Measurement is Off-Chain and Opaque

Grant effectiveness is measured in blog posts and reports, not on-chain state. There's no way to audit if funded work actually improved network security, reduced latency, or increased adoption.

  • No Verifiable KPIs: Success metrics are self-reported.
  • Low Accountability: Grantees aren't penalized for missing targets.
  • Limited Composability: Impact data is siloed and can't inform other funding decisions.
Self-Reported
Opaque Data
0
On-Chain SLA
06

The Solution: Impact Bonds & Verifiable SLAs

Frameworks like Karma GAP and Impact Markets allow funders to bond capital against specific, on-chain verifiable outcomes (e.g., reduce RPC latency by 20%).

  • Pay-for-Performance: Funds are released only upon proof of outcome.
  • On-Chain SLAs: Service Level Agreements are codified in smart contracts.
  • Liquid Markets: Impact bonds can be traded, pricing risk and expectation.
Outcome-Based
Capital Efficiency
Verifiable
On-Chain Proof
counter-argument
THE INCENTIVE MISMATCH

The Critic's Corner: Is Retroactive Funding Enough?

Retroactive public goods funding creates a speculative market for impact, but fails to solve the upfront capital problem for builders.

Retroactive funding is speculative venture capital. It rewards proven impact, but builders need capital before they build. This creates a funding gap that only subsidizes successful projects, not the risk of creation.

The model incentivizes narrative over utility. Projects like Optimism's RPGF reward contributions that are easy to measure and market, not necessarily the most critical infrastructure. This skews development toward visible, short-term wins.

Proven impact requires on-chain verification. Future systems will shift from committee votes to automated, verifiable metrics. Protocols like Hypercerts and EAS create attestations for impact, enabling funding based on objective, on-chain proof of work.

Evidence: The first three rounds of Optimism RPGF allocated over $100M, but a significant portion flowed to analytics dashboards and marketing tools, not core protocol development.

risk-analysis
THE FUTURE OF PUBLIC GOODS

Risks and Unresolved Challenges

Transitioning from speculative grant-making to a system of proven impact is fraught with technical and economic hurdles.

01

The Oracle Problem of Impact

Impact measurement is subjective and vulnerable to manipulation. Retroactive funding models like Optimism's RPGF rely on human committees, creating centralization and bias risks.

  • Key Risk: Sybil attacks and collusion can game subjective voting.
  • Key Challenge: Quantifying non-financial value (e.g., developer tools, security research) remains unsolved.
~$500M
RPGF Allocated
>10K
Voter Wallets
02

The Moloch of Inefficient Capital

Billions in treasury capital sits idle or is allocated via low-resolution signaling. On-chain funding platforms like Gitcoin Grants suffer from quadratic funding's vulnerability to collusion and whale dominance.

  • Key Risk: Capital efficiency is abysmal, with grants often decoupled from tangible outcomes.
  • Key Challenge: Creating a flywheel where funded success feeds back into the funding mechanism.
$70M+
Gitcoin Grants
<1%
Treasury Yield
03

Protocols as Funding Black Holes

Many "public good" protocols fail to achieve sustainability post-grant. Projects like The Graph (indexing) or IPFS (storage) struggle with tokenomics that don't align user fees with infrastructure upkeep.

  • Key Risk: Permanent inflation subsidies create sell pressure without creating lasting value.
  • Key Challenge: Designing cryptoeconomic primitives where usage naturally funds maintenance and R&D.
1000+
Subgraphs Unmaintained
-90%
Token from ATH
04

The Attribution & Composability Trap

In a modular stack, value accrual is opaque. A foundational library used by Ethereum L2s or a ZK circuit used by ten rollups generates immense value but captures none.

  • Key Risk: Without profit-sharing mechanisms, core infrastructure remains underfunded.
  • Key Challenge: Creating on-chain value sinks (e.g., EIP-1559-style burns) that reward upstream dependencies.
$50B+
L2 TVL
$0
Upstream Fees
05

Hyper-Financialization Distorts Incentives

The push for retroactive airdrops and points farming has created a mercenary labor force. This distorts builder motivation and attracts low-quality, extractive work.

  • Key Risk: Erodes the ethos-driven core of open-source development.
  • Key Challenge: Designing incentive systems that reward long-term stewardship over short-term speculation.
$10B+
Airdrop Value
>80%
Sell Pressure
06

The Legal Grey Zone

Public goods funding via tokens exists in a regulatory vacuum. DAO grants and retroactive airdrops to developers could be reclassified as securities income or taxable compensation.

  • Key Risk: Retroactive regulatory action could cripple funding models and create liability for recipients.
  • Key Challenge: Achieving legal clarity without imposing traditional corporate structures that kill innovation.
1000+
DAO Entities
$0
Legal Precedent
future-outlook
THE FUTURE OF PUBLIC GOODS

The Road Ahead: Hyper-Structures and On-Chain Impact Markets

Impact markets will replace speculative grants with verifiable, on-chain proof of value creation.

Impact markets replace grant committees. Current grant programs like Gitcoin Grants rely on committee discretion and retroactive funding models. On-chain impact markets create continuous, real-time valuation of public goods based on provable usage and outcomes, not speculative proposals.

Hyper-structures are the ideal substrate. Protocols like Uniswap or Optimism's Superchain are hyper-structures: unstoppable, free-to-use public infrastructure. Their immutable fee logic creates a perfect data feed for measuring economic impact, enabling automated retroactive funding models pioneered by Optimism's RPGF.

The metric is on-chain value capture. The key performance indicator shifts from grant dollars distributed to protocol revenue generated for the public good. For example, a developer tool that increases Arbitrum's sequencer revenue by 5% demonstrably creates more value than a marketing proposal.

Evidence: RetroPGF's evolution. Optimism's Retroactive Public Goods Funding has distributed over $100M across three rounds, with each iteration refining attestation and impact evaluation. The next phase integrates EAS (Ethereum Attestation Service) and Hypercerts to create tradable, verifiable impact claims.

FREQUENTLY ASKED QUESTIONS

FAQ: Public Goods Funding for Builders

Common questions about the shift in public goods funding from speculative grants to models that demand proven impact.

Retroactive funding (like Optimism's RPGF) rewards proven work, while proactive grants (like many DAO treasuries) fund speculative future projects. Retroactive models, championed by Gitcoin and Optimism, pay for outputs that already have demonstrated value, reducing waste. Proactive grants bet on potential, which is essential for early-stage R&D but carries higher risk of misallocation.

takeaways
RETROACTIVE INFRASTRUCTURE

The Future of Public Goods: From Speculative Grants to Proven Impact

The traditional grant model is a speculative bet on future impact. The new paradigm is to fund what has already demonstrably worked, using on-chain data as the ultimate scorecard.

01

The Problem: Speculative Grant Dilution

Grants committees allocate capital based on proposals, not proof, leading to misaligned incentives and capital inefficiency. Billions in grant capital have been deployed with no verifiable ROI or accountability.

  • High Overhead: Committees spend months evaluating unproven ideas.
  • Builder Misalignment: Incentive to write compelling proposals, not ship usable code.
  • No Feedback Loop: Success is rarely measured, failures are not learned from.
>70%
Grant Waste
6-12mo
Decision Lag
02

The Solution: Retroactive Public Goods Funding

Pioneered by Optimism's RPGF, this model rewards projects after they've delivered proven value, using on-chain data for verification. Gitcoin Allo and Ethereum's PGF experiments are scaling the concept.

  • Merit-Based Allocation: Funding follows usage, not promises.
  • Radical Efficiency: Eliminates grant committee overhead.
  • Stronger Ecosystems: Incentivizes building widely adopted infrastructure, like Etherscan alternatives or critical EIPs.
$100M+
Deployed Retroactively
10x
Higher Impact/$$$
03

The Mechanism: Impact Certificates & Hypercerts

Projects mint non-transferable certificates (like Hypercerts) representing a claim of work done or impact achieved. These become the atomic unit for funding distribution and composable reputation.

  • Composable Proof: Impact is a verifiable, on-chain asset.
  • Market Discovery: Future funding rounds can weight votes based on past certificate holdings.
  • Anti-Sybil: Cryptographic proof of unique contribution deters farming.
ZK-Proofs
Verification
100%
On-Chain Audit
04

The Enforcer: On-Chain Analytics as Judge

Platforms like Dune, Flipside, and Nansen move from dashboards to impact oracles. Smart contracts query them to autonomously distribute funds based on predefined, verifiable metrics (e.g., TVL secured, transactions facilitated, unique users).

  • Objective Criteria: Removes human bias from evaluation.
  • Real-Time Payouts: Funding triggers automatically upon hitting milestones.
  • Transparent Baseline: Every stakeholder can audit the funding rationale.
~0ms
Evaluation Lag
100%
Criteria Transparency
05

The New Risk: Impact Wash Trading

Just as DeFi had yield farming, Impact Farming will emerge. Projects will optimize for vanity metrics (e.g., inflating user counts) instead of genuine utility. This requires robust metric design and sybil-resistant attribution.

  • Metric Gaming: The 'Goodhart's Law' of on-chain impact.
  • Oracle Manipulation: Attacks on the data sources determining payouts.
  • Solution: Multi-dimensional scoring (LayerZero's DVN-style) and time-locked evaluations.
New Attack
Vector
Complex
Metric Design
06

The Endgame: Autonomous Impact Markets

The convergence of RPGF, Hypercerts, and on-chain oracles creates a market for impact futures. DAOs and protocols can pre-commit funding for specific, measurable outcomes, creating a continuous funding flywheel for infrastructure.

  • Predictable Builder Income: Teams fundraise against future impact claims.
  • Protocol-Led Funding: Uniswap could autonomously fund the next MetaMask.
  • Ecosystem Darwinism: Capital flows efficiently to the most proven value creators.
$10B+
Potential Market
24/7
Funding Liquidity
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Public Goods Funding: From Grants to Proven Impact (2024) | ChainScore Blog