Instrument

A benchmark tells you which model scored better.
Aionoscope shows you what it learned.

Aionoscope runs frozen-feature offline probes on the balanced Aiono basic-components generator against foundational time-series models, and writes one JSON result per run. Two surfaces read those artifacts: the dashboard for the numbers, the viewer for the representation geometry they came from.

Papers