Index Methodology

How Artificial Index stores truth

The index separates products, companies, model families, versions, releases, pricing snapshots and sources. Verification attaches to fields, not just whole pages.

Field-level evidence

Important facts can link to source records, carry confidence and retain verified-at timestamps.

Official productOfficial docsRelease notesResearchIndependent benchmarks

Historical snapshots

Pricing, versions and benchmarks are snapshots. Old values remain history when providers change them.

Verified

A suitable source supports the specific field, preferring first-party documentation.

Reported

A credible source reports it, but first-party confirmation is incomplete.

Unknown

The field stays empty. Missing data is never filled from assumption.

Master AI remains a separate project. This build adds no Master AI routes, keys, agent permissions or orchestration controls.

Lifecycle preservation

Renamed

The old name remains searchable and links to the current record.

Superseded / deprecated

The older system remains in history with the supporting deprecation or migration source.

Discontinued

The record remains visible even after access ends, preserving the AI ecosystem's lineage.