Leyloon AI jewelry content should not be approved because it sounds plausible. Each material claim needs precise public wording, a restriction, topic scope, public-safe sources, dated receipts, freshness and review dates, named reviewer roles, and an explicit state; corrections must preserve what changed and never publish themselves.

A transparent evidence-and-corrections policy definition for precise claims, public-safe sources, dated receipts, freshness, reviewer roles, conflict states, correction history, and strict separation between editorial records and publication effects.

What this guide covers

Break the draft into atomic claims and write the public wording and restriction that reviewers can evaluate together.
Attach public-safe source receipts, freshness, review due dates, specialist roles, conflicts, and the exact local bundle under review.
Record approval, narrowing, withdrawal, or correction separately from any change to customer pages, connected services, saved information, or published content.

What a reviewable evidence record contains

The standard makes uncertainty and ownership visible; it does not turn a complete form into proof or approval.

Claim and boundary

One precise public-safe statement, its restriction, topic scope, affected customer decision, prohibited extension, conflict state, and the exact content bundle the reviewers are considering.

Sources and freshness

Stable source identifiers, public-safe URLs or local paths, dated receipts, recorded facts, source limitations, observation date, freshness class, review due date, and event-driven review triggers.

Review and effect separation

Named specialist roles, review state, rationale, correction history, and clear confirmation that no customer page, saved profile, quote, review, or public content changes until separately approved.

Correct the record without erasing history

A correction should make the old scope, new evidence, reviewer decision, and downstream work legible without silently mutating the public site.

Detect — Identify the affected claim and bundle
Record the contradiction, stale source, customer report, failed test, policy change, or reviewer concern and locate every exact claim, preview, route proposal, and placement it may affect.
Amend — Preserve and narrow explicitly
Keep the prior record, add the dated reason and source, propose corrected wording or withdrawal, update freshness, identify the required reviewers, and mark unresolved conflicts rather than hiding them.
Authorize — Keep effects on their own path
Require exact-bundle review before any route, page, structured data, link, media, provider, storage, publication, removal, or deployment effect is proposed or executed.

A standards page is not self-certification

Policy definition · observed 2026-07-19
A complete evidence record is not a certification and does not prove a model safe, resolve a conflict, approve a claim, change a customer page, or guarantee monitoring. Each claim and correction still needs the right human review before customers rely on it.

Evidence and correction questions

Does citing a source make a claim approved?

No. Reviewers must confirm that the source supports the exact wording, that the restriction is visible, that the source is current and public-safe, and that no conflict or missing specialist review remains.

Does a correction automatically change the public website?

No. The correction record, exact replacement bundle, route or content effect, approval, publication, and deployment are separate governed steps.

Continue exploring

Review the evidence standard
Read current help

Related guides