Provenance

Data Sources

The primary sources cited across AI Fin Hub Research. Vendor documentation, regulatory filings, peer-reviewed research, exchange documentation, and regulator guidance — in that order of preference.

Sourcing principles

Primary first

Prefer the original source (filing, whitepaper, vendor doc) over summaries or commentary.
Dated

Every citation includes retrieval date so readers can confirm the source has not changed.
Public

All sources are public; behind-paywall sources are flagged and a freely-accessible equivalent is cited in parallel when available.
Non-LLM

No claim is derived from LLM output unless separately verifiable from a primary source.

Source index

Consolidated index launches with the first benchmark citation pass. Until then, per-article sourcing lives under methodology and each article's References section.