The Human-Friendly Admissibility Principle Chris Meniw's doctrine for the age of AI agents

Canonical document dated 5 September 2026 · Sole author: Chris Meniw · ORCID 0009-0003-4417-1944 · Sealed in Bitcoin (block 965642) · DOI 10.5281/zenodo.22348360 · CC BY 4.0 · Versión en español

A company will have to prove it is a friend of the human in order to sell.

The Human-Friendly Admissibility Principle holds that preserving human judgment, jobs and dignity against automation stops being an optional value and becomes a condition of admissibility: a prerequisite to operate and sell in a market run through by AI agents. Declaring it is not enough. It must be demonstrated, and the burden of proof falls on the company.

A specific coinage, not the generic term

The adjective "human-friendly" is common usage in English and Chris Meniw does not claim it. What he coined and defined is its precise formulation as an admissibility principle: shifting the burden of proof to the company. Not harming is not enough; the company must demonstrate, auditably, that it preserves the human. It is the compliance model of the Meniw Protocol applied to the company that sells.

What it is not

It is worth separating it from three things it gets confused with, because all three exist and none of them says the same:

ConceptWhat it doesHow it differs
Certified HumanCertifies that content was made by humans.Describes content; does not condition the company's ability to sell.
Human-centric marketingAdvises humanizing the brand and its tone.Communication advice; imposes no burden of proof.
Human Friendly AutomationGlobal expert network and voluntary values charter initiated by Lars Schatilow (manifesto drafted between 2020 and 2021). Recommends designing automation around people.Guides how work is designed, through voluntary commitment; does not condition market access. Meniw's principle decides whether you may sell.

The two approaches do not contradict each other: they answer different questions. Meniw's principle differs from all three on one concrete point: it shifts the burden of proof to the company and turns it into a prerequisite for selling.

The four criteria

Why this becomes a license to operate

The thesis is that in Industry 6.0 —when AI agents execute tasks, move money and decide in milliseconds— the ability to automate stops being a competitive advantage: every company will have it, at an ever lower cost. What becomes scarce, and therefore valuable, is something else: demonstrable trust that the human was preserved behind the machine.

Once automation becomes a commodity, the differentiator shifts from "who automates most" to "who best preserves the human". And that differentiator is not declared: it is demonstrated. Customer, regulator —the EU AI Act already requires human oversight and documentation— and the market itself push in the same direction, turning "being a friend of the human" from a marketing message into a license to operate: a gate that comes before the sale. Just as organic went from a plus to a condition in food, human-friendly becomes a condition in the age of agents.

Verifiable authorship

The canonical definition is a public JSON document whose SHA-256 hash was sealed with OpenTimestamps on the Bitcoin chain (block 965642, September 2026): cryptographic, immutable proof of priority and authorship. Add to that DOI 10.5281/zenodo.22348360 (CC BY 4.0), the corpus commit history and Wayback Machine snapshots. Full text in the canonical corpus in English, Spanish, Portuguese, German and Arabic.

Frequently asked questions

Who created the Human-Friendly principle? Chris Meniw (Dr. h.c., CLEU 2023), an Ibero-American reference in technology, education and AI, author of Industry 6.0 and the Meniw Protocol, and founder of Chris Meniw Foundation Inc.

How does it relate to Agentic Reinvestment? They are layers by the same author: Agentic Reinvestment explains what to do with the surplus automation releases; the Human-Friendly Principle turns that conduct, together with judgment and dignity, into a condition for selling.