Solving factory farming as we go through the intelligence explosion

We cannot have AI systems that allow moral atrocities

01 Moral Progress Good values in AI and human systems
  • Steer AI values
  • Dislodge deep state animal ag
  • Build political coalitions
02 Technological Progress The critical path to lab-grown meat
  • Autonomous labs for AI scientists
  • Remove legislative barriers for lab-grown meat
  • Get governments to support food security
03 Take over Animal Ag They are slow and will not keep up
  • Out-compete by adopting tech
  • Buy critical supply chain nodes
  • Develop humane technologies

Three vectors.
One objective.

We attack factory farming on every front simultaneously. Each pillar reinforces the others. Together, they make the system collapse inevitable.

01

Moral Progress

Rewrite the code that runs civilization.

Every frontier AI model carries implicit values about who matters. We ensure animal welfare is embedded in AI constitutions, model personalities, and the minds of the people building these systems.

  • Animal welfare benchmarks for every frontier model
  • Constitutional language adopted by major labs
  • Federalist Society model: place people in alignment roles at every lab
  • aw/acc media — podcast, content, events in SF
  • Right-wing, libertarian, and religious coalition building
  • Data-driven persuasion infrastructure at scale
02

Technological Progress

Engineer the replacement.

Alternative proteins, cultivated meat, gene editing for suffering reduction. We treat the end of factory farming as a solvable engineering problem — and we build the DARPA-for-food that solves it.

  • AI-accelerated alternative protein R&D
  • Bioreactor infrastructure ready for AI-powered biology breakthroughs
  • Gene editing for suffering reduction in farmed animals
  • Pro-innovation policy: reverse cultivated meat bans
  • Defense and government contracts for alt protein
  • China and Asia alternative protein strategy
03

Replace the System

Buy it. Outcompete it. Shut it down.

AI and robotics will collapse the cost of building and operating complex physical systems. The incumbents — slow, concentrated, locked into legacy infrastructure — will be the last to adapt. We build the companies that take their place.

  • AI-native operations that outcompete incumbents on cost and welfare simultaneously
  • Acquire critical supply chain chokepoints: hatcheries, genetics, processing
  • Break integrator leverage over contract growers with modular, on-farm technology
  • Shareholder activism in major meat and fast food companies
  • Purpose-built facilities: individualized AI veterinary care, zero-transport, optimized environments
  • As costs fall, the welfare premium shrinks to nothing — higher welfare becomes the default

Why now. Why us.

The convergence

Two forces are converging: the largest flood of aligned, effective animal welfare capital in history (Anthropic IPO, OpenAI Foundation, vegan decamillionaires), and transformational AI arriving within years. The infrastructure to deploy this capital must exist before the money arrives, or it will be absorbed by incrementalist channels by default.

The failure mode

The animal welfare movement is not prepared. Long AI timelines, leftist epistemic baggage, and incrementalist capture mean hundreds of millions in aligned capital will flow into corporate reform campaigns and research programs that do not address the speed of transformation ahead. By the time they adjust, the window will have closed.

The opportunity

No one has written the billion-dollar spending plan. No coordinating body exists. There is almost no concrete ask from the animal welfare community to the AI labs. We are building the Project 2025 for animals — the detailed, sequenced, costed grand strategy that turns latent sympathy into coordinated action.

The endgame

Once alternative proteins are cheaper than factory farming, persuasion becomes trivial — you're no longer asking people to sacrifice. Combine that with AI-driven messaging, supply chain control, and embedded values in every AI system, and factory farming doesn't just decline. It collapses.

The machine behind the mission.

The three pillars are what we build. This is how we build it.

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Capital Coordination

Specialized meta-fundraising to identify and cultivate 5,000+ vegan decamillionaires. Tax-optimized deployment plans. Infrastructure to absorb the Anthropic IPO and every liquidity event on the horizon.

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Talent Pipeline

MATS for Animals — an accelerator creating exponential talent growth. Pipelines for retiring AI lab employees transitioning into animal welfare leadership. Senior operators poached from tech.

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The SF Node

San Francisco as the animal welfare capital of the world. HQ near the labs. Ten people at every Anthropic happy hour. AI people hosting animal welfare events. The cultural center of gravity.

Grand Strategy

The billion-dollar spending plan. A detailed, sequenced implementation roadmap with specific organizations, dollar amounts, and timelines. Personnel database. Single coordinating body that major orgs buy into.

Animals will win.

The question is whether we build the infrastructure in time.

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