Analysis, reports, or trend pieces
76 articles
Mycelial networks, slime molds, and bioregional nutrient cycling aren't metaphors -- they're engineering blueprints for distributed resource allocation under uncertainty.
7 days ago
Why the coordination capacity being built through onchain funding mechanisms is a general-purpose capability that civilization needs -- and why the window to build it is finite.
7 days ago
Tracing the empirical evidence that early-stage public goods funding creates a compounding flywheel -- from Plasma Group's modest QF grant to Optimism's 60M+ OP distribution, and from 1inch's $50K to $3M given back.
7 days ago
Why Sybil resistance is the single biggest bottleneck in public goods funding -- every democratic mechanism degrades without it, and the sophistication of allocation algorithms has outrun the ability to verify participants.
7 days ago
A cross-ecosystem analysis showing that monoculture in funding mechanisms is as dangerous as monoculture in agriculture, and why the future belongs to mechanism portfolios.
7 days ago
How programmable money, protocol-embedded incentives, and networked coordination are assembling the economic grammar for a post-scarcity commons -- not by abolishing markets, but by expanding what counts as value.
7 days ago
Public goods funding operates as a multi-layer stack -- formation, allocation, execution, attribution, and accountability. Every failed program has a gap in one of these layers.
7 days ago
How retroactive public goods funding traveled from Optimism to Filecoin to Celo to Pocket Network, and why its properties make it the most generalizable mechanism to emerge from the Ethereum ecosystem.
7 days ago
How quadratic funding rounds produce democratic preference data that is independently valuable for governance, legitimacy, and institutional decision-making -- often more so than the dollars distributed.
7 days ago
The transition from episodic, charity-based grants to funding embedded in protocol economics -- MEV taxes, staking yield, sequencer revenue, and dependency-based revenue splits.
7 days ago
Why small crews of 3-8 people are the irreducible atomic unit of effective coordination, and why mechanisms that skip the trust-building step consistently fail.
7 days ago
How AI agents are reshaping public goods funding, from Vitalik's Deep Funding vision to autonomous DAO governance, and what it means for capital allocation at scale.
8 days ago
How principles of antifragility apply to decentralized systems, from blockchain protocols to permaculture, and what it means to build systems that get stronger under stress.
8 days ago
The tools and protocols emerging to help groups think better together — and why better collective intelligence leads to better capital allocation.
8 days ago
How the Eight Forms of Capital framework from regenerative enterprise reveals the blind spots in how we fund, evaluate, and value public goods.
8 days ago
Two companion ERCs (8185 + 8186) for mapping off-chain entities to Ethereum addresses and pre-funding them before registration.
8 days ago
How crypto culture evolved from speculative 'degen' gambling toward 'regen' public goods funding — and why the narrative matters as much as the mechanism.
8 days ago
Fictions that make themselves real — how shared narratives function as coordination mechanisms, and how onchain systems encode and amplify collective belief into infrastructure.
8 days ago
How Maximal Extractable Value — the hidden tax on every Ethereum transaction — could be redirected to fund public goods infrastructure.
8 days ago
Richard Bartlett's microsolidarity framework offers a fractal organizational model — from dyads to congregations — that bridges the trust gap between individuals and large-scale coordination.
8 days ago
An exploration of how digitally-native communities are constructing functional sovereignty without territorial claims, from pop-up cities to blockchain governance.
8 days ago
The Ethereum Foundation-funded Summer of Protocols initiative revealed protocols as civilization's dark matter — and its findings reshape how we think about public goods funding.
8 days ago
Humanity faces interconnected systemic crises — climate, AI, biodiversity, inequality — driven by the same generator functions: multipolar traps, perverse incentives, and coordination failure. The third attractor points toward distributed coordination as the way out.
8 days ago
A walkthrough of Deep Funding's three-step process—dependency mapping, a market of allocators, and expert verification—for funding open source software at scale.
9 days ago
The d/acc Market Map maps the defensive acceleration ecosystem across digital and physical infrastructure.
15 days ago
How bioregional finance channels web3 capital into regenerating ecosystems through local-first coordination, DAOs, eco-credits, and participatory funding.
16 days ago
How bioregional financing facilities, AI swarms, and knowledge commons converge to enable place-based coordination beyond nation-state boundaries.
16 days ago
the story of two EIPs that tried to enshrine public goods funding into ethereum's protocol — one died with a bang, the other with a whimper. what they taught us about credible neutrality and the path forward.
16 days ago
A proposed dynamic fee structure for onchain capital allocation mechanism builders that provides higher returns for smaller pools while decreasing to a minimal percentage for larger ones.
16 days ago
How Nouns DAO evolved from direct proposals to Prop House to Flows.wtf, revealing broader patterns in onchain capital allocation.
16 days ago
revnets propose a radical idea: deploy an immutable treasury once, and let it fund your project forever. no grants, no governance, no owners. here's how they work and what they mean for public goods funding.
16 days ago
Old systems still make money but no longer work for most people, and new web3 tools that help people coordinate and share value fairly could become the next big place where power and investment move.
16 days ago
How coalitional funding evolves from ad-hoc practice to first-class coordination primitive, with historical precedents and design principles.
Jan 2026
in this piece, i examine where the money comes from. money always has a source, and the source shapes behavior downstream. by studying the attributes of its sources, we may then reason about the shape, form, and longevity of how it flows .
Jan 2026
How Ethereum public goods funding is shifting from vibes-based charity toward provable, mechanistic, and structurally sustainable systems.
Dec 2025
A counterfactual analysis of Gitcoin's $767K in early matching grants, estimating a hypothetical ~$20M portfolio if structured as seed-stage equity.
Dec 2025
A frank assessment of the regen web3 ecosystem's stagnation after the 2021-2025 era of onchain public goods funding, arguing for a pivot from vibes-driven grants to revenue-generating applications with real product-market fit.
Dec 2025
A proposal to evolve Gitcoin into a modular ecosystem where builders compete to develop effective funding infrastructure, inspired by BitTensor's evolutionary model.
Aug 2025
Progressive movements fragment across competing organizations — abundance networks offer coordination systems where individual success requires collective success.
Jun 2025
Web3 apps fail at mass adoption because they assume rational users — instead, applications should leverage dopamine psychology to create rewarding experiences that feel intuitive.
Jun 2025
A review of the book that presents a programmable economic grammar where value is defined, expressed, and allocated by networks — not capital.
Jun 2025
Modern systems excel at measuring clicks and engagement but fail at distinguishing what captures attention from what creates fulfillment — we need new approaches to meaning awareness.
Jun 2025
Human attention processes only 50 bits per second from millions of inputs — tech companies exploit this scarcity while programmable money offers paths to reclaim cognitive autonomy.
May 2025
The history of human economic organization traced through how societies generate and distribute surplus — from communal sharing to hierarchical command to programmable onchain systems.
May 2025
Hierarchies offer stability but resist change, while networks enable innovation through distributed authority — DAOs and blockchain create networks on steroids where code replaces managers.
May 2025
Programmable money like Ethereum enables embedding diverse human values — ethical, social, political, environmental — directly into monetary systems, reshaping economics and governance.
May 2025
How pre-New Deal America relied on fraternal organizations for social welfare, how the Great Depression overwhelmed those systems, and how blockchain and DAOs could enable a renaissance of localist capital allocation.
Apr 2025
How ecological principles from 3.8 billion years of evolution can inform better capital allocation, resilience, and regenerative economic design.
Apr 2025
Civilizational decision-making infrastructure is under strain. Traditional ways of knowing are failing due to increasing complexity - we need new networked epistemological frameworks leveraging blockchain, AI, and collective intelligence.
Mar 2025
We have the agency to collectively shape our future - we should use it to choose a future where we maximize human thriving through new coordination mechanisms and blockchain technology.
Mar 2025
Throughout history, humans have organized themselves in evolving structures - from egalitarian hunter-gatherer tribes to feudal systems to corporations. DAOs represent the next chapter, reviving collective decision-making through blockchain technology.
Jan 2025
Why AI and blockchain are turning rigid companies into adaptive networks — and how to operate and allocate capital in this new era where the cost of cognition and trust approach zero.
Jan 2025
A DAO of DAOs is an interconnected network where organizations collaborate through social, technical, and governance layers - moving beyond competition to create an ecosystem where DAOs collectively thrive through mutual support.
Jan 2025
Analysis of how Allo Protocol enables customizable funding mechanisms and its adoption across the ecosystem.
Dec 2024
Why no single funding mechanism is optimal, and how ecosystems benefit from mechanism diversity.
Dec 2024
An analysis of how Gitcoin Passport, MACI, and other approaches address sybil attacks in quadratic funding rounds.
Dec 2024
How Optimism has evolved its impact measurement approaches across four RetroPGF rounds, with lessons for the broader ecosystem.
Dec 2024
A comprehensive analysis of how public goods are funded across the Ethereum ecosystem, tracking capital flows, mechanism adoption, and emerging trends through 2024.
Dec 2024
A comprehensive survey of 69 trends shaping DAO design in 2025, spanning AI integration, financial mechanisms, governance models, info finance, infrastructure, organization models, and token economics.
Dec 2024
Assembly Theory explains how complexity emerges by combining simpler components — applied to Web3 funding infrastructure, it reveals a powerful approach to systematically exploring the capital allocation design space.
Dec 2024
How onchain tools can serve physical communities — reimagining Ethereum as infrastructure for local connection, trust, and coordination rather than placeless global scaling.
Dec 2024
Reimagining capital allocation through fungal network metaphors — adaptive, context-aware, and symbiotic systems that treat capital as a living part of a thriving ecosystem.
Dec 2024
Gitcoin's challenge of balancing depth vs breadth in capital allocation design — and why network-first exploration beats hierarchical approaches for frontier innovation.
Dec 2024
A guide to designing capital allocation systems that start at the edges — community-first, bottom-up, and locally grounded, emphasizing depth before breadth and trust before tokens.
Dec 2024
A comprehensive guide for protocol developers, DAO architects, and mechanism designers — covering composability, modular design, and implementation pathways for onchain capital allocation.
Dec 2024
A practical guide to experimenting with capital allocation onchain — introducing voting-based, market-driven, and reputation-weighted mechanisms for communities and DAOs.
Dec 2024
Drawing lessons from neural networks to envision interconnected, adaptive onchain systems — AlloNets — that optimize capital distribution for public goods funding, collective action, and ecosystem growth.
Dec 2024
An invitation to reimagine capital not as a tool of extraction but as a force for regeneration — weaving story, systems, and strategy into a new vision of how value flows through communities.
Dec 2024
How guilds enable collective bargaining and resource pooling for Ethereum public goods, and a meta-guild to coordinate guild creation and governance.
Sep 2024
How fragmented funding processes create fatigue for both grantees and funders, and aggregation-based solutions to reduce coordination overhead.
Sep 2024
How slime mold behavior offers a biomimetic model for DAOs to explore, discover, and capitalize on Web3 funding opportunities through decentralized search.
Nov 2023
Mapping the multi-dimensional design space of capital allocation mechanisms for public goods funding.
Nov 2023
Why diversity of mechanisms, implementations, and approaches — like Ethereum's client diversity — is a primitive for antifragile, resilient, and regenerative systems.
May 2022
How the concept of holons — wholes that are simultaneously parts — provides a framework for expanding quadratic funding across overlapping communities for compounding impact.
Mar 2022
A framework for using blockchain-based ImpactDAOs and quadratic funding to create decentralized, global infrastructure for funding public goods at civilizational scale.
Dec 2021
A philosophical manifesto and strategic roadmap for Gitcoin's transformation from centralized platform to DAO, framed around three core optimization problems and long-term vision scenarios.
Aug 2021
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