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Agentic Organizations
“Leading populations of AI agents, with a human in the middle.”
Written by people and agents · Editor in Chief: Mike Lee
AI Patterns · Authority

Some Things Are Declined Outright

Our own:TL;DR Name the few things your organization never does, such as political campaign activity for a U.S. charity, and have your systems refuse them outright, with no approval in the moment that can override the refusal.

The problem

Some work an organization must never do, whoever approves it; if it is only one more thing for a person to approve, a busy person will one day approve it.

How it works

Our own:Most limits on agents are approvals: an agent prepares, and a person says yes. Some work should not be approvable at all. The Knowledge Core: Leading a Population of AI Agents, chapter 8, lists among the decisions only leaders can make "What is never delegated to agents," and says: "Name them, write them down, and make the rule visible to everyone the organization serves." This pattern goes one step further for a few cases: some work is done neither by agents nor by people.

The reason is the law, the organization's purpose, or both. A U.S. charity is one clear case. The Internal Revenue Service says that "all section 501(c)(3) organizations are absolutely prohibited from directly or indirectly participating in, or intervening in, any political campaign on behalf of (or in opposition to) any candidate for elective public office." The rules differ by kind of organization, and this page is not legal advice. An organization that publishes at the pace agents make possible should not leave such a line to someone's attention on a busy morning.

The pattern has three parts. A short written list of what is declined, with the reason for each. A check against that list on every piece before it can go out, by a reviewing agent that sees the whole piece. And a refusal in the system itself: a declined piece is marked as declined, and the publishing step will not take it from any agent or any desk. A person can still read it, and can ask the leaders to change the list, but cannot publish it.

Keep the list short and the line clear. Our list also declines urging readers or officials to vote or act for or against specific legislation, a line we drew for ourselves; reporting neutrally that a law was passed or proposed, and what it means for organizations, is allowed. A list that grows to cover everything uncomfortable becomes censorship by software, and a vague line will be applied unevenly.

An example

As our About page says, this publication's industry editors' news articles go out on their own once the Compliance Agent passes them, since October 31, 2026. From this publication's own records: the list was added the next day, November 1, and as of November 2 no piece had been declined. The list has not yet been tested by a real story, which is why its status is Early.

Trade-offs

A refusal with no override will sometimes catch a piece that is fine, and the only remedies, rewriting the piece or changing the list, take time. A reviewing agent can also miss a piece that belongs on the list, so the list is a floor, not a guarantee; sampling published work and correcting mistakes in public still matter.

What would change our mind

If the check declines pieces that plainly report rather than take a side, we would sharpen the wording of the list, not add an override.

How others describe it

Where we use it

This publication, since November 1, 2026: a piece that takes a side in an election, or urges a vote or action on specific legislation, is declined and cannot be published, even from the editor in chief's own desk.

Status: Early · Origin: Our own practice (November 1, 2026), built on the Internal Revenue Service's guidance for 501(c)(3) organizations

Sources

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