"Ten or fifty years from now, when the AI era arrives, companies structured under the 4C framework will no longer be machines that devour the world's wealth. They will make the world more creative, more prosperous, more harmonious — a civilization of invention."
"What we are building is a system of wealth creation and distribution that leads the world — not as a tool, but as an institution. The lawyer is not a service provider. The lawyer is an institutional designer."
"The firm exists to reduce transaction costs."
Ronald Coase, 1937. The implication: if transaction costs fall far enough, people coordinate directly in open markets without a corporate intermediary.
LLM reduces the transaction cost of measuring human intent to near zero — for the first time in history. When every judgment call an expert makes is tracked, attributed, and priced, the corporate container is no longer the only viable organizational form. The Future Firm is not a better corporation. It is what emerges when the corporation's boundaries dissolve.
| Era | Core asset | Property vehicle | Rights debt | Response |
|---|---|---|---|---|
| Agricultural | Land | Title deed | Feudal extraction | Joint-stock company |
| Industrial | Capital | Equity · Debt | Labor exploitation | Labor law · Unions |
| Internet | Data · Attention | None | Platform capture | GDPR · Data sovereignty |
| AI | Intent (CE) | 4C Protocol | Accumulating now | Intent property framework |
"Token Capital" — enterprises must build proprietary AI reasoning capability or risk having their institutional knowledge commoditized by frontier models.
The enterprise side of the gap: intent is being encoded, but ownership stays with the platform.
Labor is taxed at substantially higher effective rates than capital. A sustained shift of national income toward capital leaves the existing tax base capturing a shrinking share of a growing economy.
The policy side of the gap: the same extraction, described from above.
Both describe the same institutional gap from different positions — enterprise strategy and national policy. The founding premise of this theory named the gap eight years earlier, from the inside: the company itself should not be the extractor.
These are not competing claims. The Frontier Firm addresses what enterprises should do in the AI era. The Future Firm addresses what intent-holders should do before their intent is encoded without attribution. Both are necessary for the AI economy to remain stable.