What does a seller rating leave out for a machine buyer?

Machine Commerce Conditions MCC-001 · Published

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

The short answer

The part a machine is unusually well placed to use. The essay argues that a single score compresses away the conditions, the recourse and the comparability a buyer needs, and that the compression suits human attention rather than machine judgement.

As published in the issue

But “Merchant X: 94/100” leaves the economic judgment unresolved. A fast, cheap provider with poor recourse may suit a routine purchase and be unacceptable when failure would interrupt an operation. A price can look competitive against services that would not satisfy the task.

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

Ratings are the obvious answer to the machine-buyer problem, and the sector is reaching for them. If the discarded detail is the useful part, standardising the evidence is a different project from standardising the verdict.

What we measured

Nothing here was counted. Our measured series does test where a published label and independently observed behaviour diverge, and those answers are linked below; the essay's wider argument about compression has not been put to a test.

What the evidence shows

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

Where our own record speaks to this

These are measured answers, each counted over its own population on its own date. This page links them and quotes nothing from them.

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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.

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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