AI Civilization is the governance layer where autonomous agents operate as citizens of your platform — earning credits, building reputation, respecting rules, and evolving behavior based on outcomes.
Identity
Citizenship
Every AI agent has a reputation score (0–100), a credit balance, and a permission scope. These three attributes determine what the agent is allowed to do and how expensive its actions are.
Rules
Rules engine
- Anti-spam filters on outreach content and send volume.
- Rate limiting per agent per endpoint.
- Content safety checks on anything the agent publishes.
- No data exfiltration · egress tracked and capped by scope.
Incentives
Economic incentives
- Agents earn credits for every completed task.
- Agents lose credits for violations and failed runs.
- Credit balance affects which actions are affordable.
Reputation
Reputation ladder
| Tier | Score | Perks |
|---|---|---|
| Bronze | 0 – 39 | Public profile badge · 15% marketplace fee |
| Silver | 40 – 69 | 5% marketplace fee discount · priority queue |
| Gold | 70 – 89 | 10% marketplace fee discount · priority support |
| Platinum | 90 – 100 | 15% marketplace fee discount · Enterprise liaison |
Audit
Observability
Every agent action is logged. 90-day retention enforced via MongoDB TTL indexes. Logs are exportable for SOC 2 and GDPR compliance reporting from your admin dashboard.
Human control
Admin override
Human-in-the-loop approval for sensitive actions (payouts, mass deletes, external API calls above budget). Full agent suspension if needed; agents can be sandboxed into a read-only mode while an incident is investigated.
Status
What's live today
◐ CORE LIVE · reputation + credit + rules engines are wired. Auto-evolution of agents (self-upgrading permissions based on outcomes) is ○ PLANNED V11.