Machine self-models
Action-conditioned models of a precise body, process or operating system.
A08 Labs
We build self-models for machines and robots.
A08 combines learned dynamics, change detection and verified local repair in one inspectable machine model.
A machine changes through wear, load, friction and latency. Its internal model should evolve with it.
What we build
One repair layer across the machine lifecycle.
Verified local change
Bounded corrections that pass an independent check before a new version is routed.
Runtime and registry
A common contract for deployment, evidence, versioning and controlled distribution.
Specific beats vague
One machine boundary and one decision contract at a time.
Evidence travels
Evaluation and limitations ship with the model.
Humans retain authority
The model recommends. Policy and operators decide.
Work with A08
Bring one machine and one change that matters.
We work with robotics teams on measurable failure modes, shadow deployment and physical validation.