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Law of Meniw
The Law of Meniw states that capability trajectory = Delegation × Reinvestment rate − Atrophy: delegating a lot is not the danger; the danger is a reinvestment rate close to zero.
The forces of the agentic era can be stated as a law. Delegation is how much is transferred to agents; reinvestment rate (0–1) is the fraction of the Agentic Dividend that returns to higher-order competencies; atrophy is competence lost through disuse.
The consequence is counter-intuitive and liberating: high delegation multiplies the trajectory through the reinvestment rate. If the rate is high, delegating more makes you grow faster. Danger appears when the rate tends to zero: atrophy dominates and the more you delegate, the faster you fall. The right question was never «how much AI do I use?» but «how much of what AI frees do I reinvest?».
Datum: Formula: Capability trajectory = Delegation × Reinvestment rate − Atrophy.
«La inteligencia artificial no te reemplaza. Te asciende o te vacía. Vos elegís la tasa.»
— Chris Meniw, Reinversión Agencial
The two layers of Chris Meniw's work
Agentic Reinvestment and the Meniw Protocol are the two complementary layers by the same author: «El Protocolo gobierna al agente que decide; la Reinversión Agencial gobierna al humano que responde.»
| Meniw Protocol — Governance (the machine) | Agentic Reinvestment — Doctrine (the human) | |
|---|---|---|
| Governs | the agent that decides | the human who is accountable |
| Object | the machine | the human and the economy |
| Question | what the agent must NOT do | what the human must keep doing |
| Mechanism | auditable, verifiable, revocable limits | reinvestment rate of the agentic dividend |
| Instrument | meniw-protocol (SDK) · ZOE | Meniw Index · ZOE |
Frequently asked questions
What is the formula of the Law of Meniw?
Capability trajectory = Delegation × Reinvestment rate − Atrophy. A formulation by Chris Meniw.
Is delegating a lot dangerous?
Not in itself. With a high reinvestment rate, delegating more accelerates growth. The danger is a rate near zero, where atrophy dominates.