d/acc Has a Funding Problem
Vitalik Buterin's d/acc philosophy — decentralized, democratic, differential, defensive acceleration — is one of the most important frameworks for thinking about technology development in the face of converging existential risks. The core idea is simple: instead of accelerating everything, accelerate the defensive technologies that keep the blast radius of offensive technologies contained.
The philosophy is sound. The ecosystem is underdeveloped.
Nobody has comprehensively mapped the d/acc landscape. Nobody has vetted which projects actually deliver on their defensive claims versus which are acceleration wearing a defensive mask. Nobody has built the funding infrastructure to systematically direct capital to the highest-impact defensive technologies. d/acc is a banner without an army.
Cartography First
The first step is mapping the terrain. Gitcoin's early cartography of the d/acc space uses two axes: atoms versus bits (physical tech versus digital tech) and survive versus thrive (basic defense versus regeneration). Schmachtenberger adds a critical third axis: energy — joules alongside atoms and bits — because the energy system is being captured and distorted in ways that are neither purely physical nor purely digital.
Under each bubble on the map, you need more than a label. You need a two-sentence description of the theory of change: what offense is this defending against, and how does the defense mechanism work? Without this, the map is decoration. With it, the map becomes a strategic instrument.
The subsectors include decentralized identity, formal verification and security, anti-surveillance technology, privacy infrastructure, anti-deepfake systems, cybersecurity tools, open-source alternatives to monopoly platforms, and more. Each requires different expertise to evaluate, different metrics to measure success, and different types of capital to fund.
Three-Dimensional Vetting
d/acc projects must be evaluated on three dimensions, not two:
Product due diligence. Will this technology actually work? Is the technical approach sound? Does the team have the capability to deliver? This is standard venture evaluation.
Theory of change due diligence. This is where d/acc vetting diverges from traditional investment. If the product succeeds, will it actually be defensive? Or will it be co-opted by offense? Many technologies are dual-use. An AI system designed to detect deepfakes could be repurposed to generate better deepfakes. A privacy tool could be used to shield criminal coordination. The question is not just "does it work?" but "does it work for defense, and can it resist being turned to offense?"
Business viability due diligence. Can this sustain itself? Is it a public good requiring ongoing philanthropy, a revenue-generating business, or a hybrid? Getting the funding model right is essential — a defensive technology that depends on a single funder is fragile in exactly the way d/acc is supposed to prevent.
What Actually Reduces Harm
Not everything labeled "defensive" is actually defensive. Schmachtenberger offers sharp criteria for evaluation:
Anti-deepfake technology — AI that can identify whether content is AI-generated — could be a multi-billion dollar company and is legitimately defensive. It uses the offensive technology (AI) against itself, which is the strongest form of defense.
Anti-surveillance tools — a browser plugin that identifies and blocks spy tech, or a system that provides comprehensive cybersecurity for individuals against ubiquitous technological surveillance — addresses one of the most immediate and frightening offensive deployments. The timeline on pervasive surveillance deployment is measured in months, not years.
Decentralized platform alternatives — open-source, non-extractive replacements for network monopolies — are defensive against power concentration. But they must be evaluated for whether they can actually achieve adoption, not just technical functionality.
Local resilience infrastructure — community energy, food production, mutual aid networks — is defensive against supply chain collapse and centralized infrastructure failure. But it operates on long timescales and is hard to fund through traditional venture models.
Blended Funding for a Blended Ecosystem
The d/acc ecosystem cannot be funded through a single capital model. It requires a blended fund:
- Venture capital for defensive software companies with clear revenue models and network potential — the anti-deepfake companies, the cybersecurity tools, the privacy platforms.
- Philanthropy for public goods that will never generate revenue but are essential defensive infrastructure — open protocols, research, standards development.
- Hybrid funding for projects that need philanthropic kickstart capital before becoming self-sustaining.
- Growth capital for already-vetted projects that are working and need to scale.
The entity that can do network-based vetting across all three dimensions, syndicate rounds across all four capital types, and make the entire process transparent and participatory — that entity becomes the central coordination point for the d/acc ecosystem. Nobody else is positioned to do this. Nobody else understands both the threat models and the funding mechanisms.
The Ethereum ecosystem should be the primary funder, since d/acc is Vitalik's central philosophical commitment and success in d/acc makes Ethereum more valuable. But the vetting, the cartography, and the coalition-building must come from an entity with the network reach and the credibility to bring together funders, builders, and evaluators from across the ecosystem.
The Urgency
Offensive technologies are not waiting for defensive ones to catch up. AI surveillance infrastructure is being deployed now. Deepfakes are degrading public trust now. Network monopolies are consolidating power now. Every month without systematic d/acc funding is a month where the offense extends its lead.
The map needs to be drawn. The vetting needs to happen. The capital needs to flow. d/acc as a philosophy is necessary but insufficient — what's needed is d/acc as an operational ecosystem.



