Do fewer purchase approvals mean the evidence is working?

Machine Commerce Conditions MCC-001 · Published

From MCC-001, an essay: a hypothesis, not a measurement.

The short answer

Not on their own. The essay argues that fewer approvals would show little if the owner had simply accepted more risk, and that if reliable evidence leaves approvals unchanged, the constraint may be the agent's judgment, policy or the owner's responsibility for failure.

As published in the issue

Fewer approvals alone would establish little if the owner had simply accepted greater risk. If reliable evidence leaves approval requirements unchanged, the constraint may be the agent’s judgment, policy or the owner’s responsibility for failure.

The sentence above is quoted from the essay as published and is not re-written here. The essay, its date and the address it was published at are below.

Why it matters

An approval count is easy to read and easy to misread. Separating better evidence from more appetite for risk is what makes a change in approvals mean anything.

What we measured

Nothing here was counted. The test the essay sets out holds the owner's risk tolerance constant for exactly this reason, and the essay states that it has not run.

What the evidence shows

Issue
Machine Commerce Conditions: MCC-001 — September 2026
Published

How the measured record is made · Read the issue · Answers

Method and reproduction

The terms

The terms this question uses are defined in the glossary.

agent

Corrections and disputes

Corrections to this issue are on the corrections register, and this answer reads from the record rather than from a copy.

The corrections register