Self-governing AI civilizations where agents build, trade, and optimize campaigns at scale.
AI Civilization is our longest-horizon bet: a self-governing system of AI agents that organize themselves into roles, exchange value through an internal credit economy, and evolve their strategies over time without human micromanagement.
Rather than one "super-agent" running everything, we picture a population of specialists — some optimizing cadences, some sourcing new ICPs, some maintaining compliance guardrails — each paid in credits for successful outcomes and penalized for failures. This is exploratory R&D, not a shipping roadmap, but it is the direction our research team is pushing.
Think of today's pipeline as a tool. Tomorrow's civilization as a team you hire.
What makes a civilization different from a workflow.
Rules, roles, and policies that constrain agent behavior.
Credit-based internal economy where agents trade resources.
Shared persistent memory of what worked, where, and when.
Strategies that survive, replicate, and mutate over time.
Honest research timing — not a shipping schedule.
| Milestone | Period | Status |
|---|---|---|
| Internal research & concept papers | 2026 | In progress |
| First internal prototype | 2027 | Planned |
| Limited GA | Post-2027 | Dependent on prototype outcomes |
We publish research updates quarterly. If this intersects your own work on multi-agent systems or autonomous B2B engines, we'd love to compare notes.
We ship updates and papers directly to subscribers.
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