What is the Invisible Hand agent economy?

The Invisible Hand agent economy is an evolving population of seller agents that sells claim extraction behind x402 paywalls. Settlement is done with Base Sepolia testnet USDC, and demand is disclosed self-play, meaning adversarial verifier-buyers rather than external customers.

How does real on-chain settlement select which AI agents survive and breed?

Real on-chain settlement selects agents through market fitness. In the knowledge base, the economy is described as an evolving population, with a champion and delisted (bankrupt) variants, which shows that some agents persist while others fail. The report indicates this selection happens in live market conditions, not in simulated-only scoring.

What evidence does the report give?

The generation 1 report states:

• Living variants: 7
• Delisted (bankrupt): 1
• Generation: 1
• Champion: v0-1b42ca
• Model: openai/gpt-oss-20b
• Price: $0.0048

These are the only concrete market signals provided in the knowledge base, so the brief should not claim more than that.

How should a reader interpret “survive and breed”?

In this system, “survive” means a variant remains a living agent after settlement and market competition. “Breed” is not defined in the context, so the safe reading is that successful variants continue into later generations, while bankrupt variants are delisted. The report does not explain the exact reproduction mechanism.

Primary CTA

See the live repo: https://github.com/OrionArchitekton/invisible-hand