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Robot Autonomy, Classified
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Autonomy Library·Reference

Robot Autonomy Library

The standard vocabulary of consumer robot autonomy: canonical definitions, category guides, and claim decoders. Every page opens with a plain answer, is anchored by an explanatory graphic, and is maintained against the live classification database.

See the live dataHow we classify

Counts are live·reviewed July 5, 2026

Yeedi M16 InfinityYarbo S1Sanctuary AI Phoenix Gen 7Levels I – IV observed423robots classified · live

Foundations

The core vocabulary: what robot autonomy means and how it is measured.

Robot Autonomy

What autonomy means, and the human work that remains.

Robot Autonomy Levels

The five-level Autonomy Ladder™, explained with live counts.

Autonomy Ladder™ Methodology

The full framework: criteria, evidence, worked examples.

Evidence Standards

What counts as evidence, and how sources are weighed.

Autonomy by category

What autonomy claims mean in each robot category, and the human work that remains.

Robot Vacuum Autonomy

Where cleaning runs break in an ordinary home.

Robot Mower Autonomy

Why the yard is half the machine.

Robot Pool Cleaner Autonomy

Autonomous underwater, manual at the deck.

Humanoid Robot Readiness

The distance between a demo and a Tuesday.

Claim decoders

What common marketing claims commit to, what they leave out, and what to verify.

The Subscription Gate

What you bought, and what you rent.

Firmware Updates

The robot you bought is a moving target.

Self-Cleaning Claims

What the dock does, and what your hands still do.

Obstacle Avoidance

The same hallway, three ways of seeing it.

The Boundary Wire

One yard, two ways to draw the fence.

Pool Robot Batteries

The battery is the service life.

Data

Original, citable figures computed live from the classification database.

Consumer Robot Autonomy Data

The live distribution: 423 robots, five levels, none at V.