What it studies

AXON studies how an autonomous agent can earn autonomy through measured behavior rather than receiving unrestricted agency by default.

Artifact or evidence produced

It produces behavioral state records, autonomy classifications, and audit trail events.

Research context

AXON is documented as part of Celaya Solutions Research Lab's work on local-first AI systems, provenance-aware research instruments, industrial AI workflows, archival intelligence systems, multi-agent orchestration tools, and human-judgment-preserving AI architecture.