Trust and methodology / updated September 17, 2026

Evidence must be traceable, bounded, and correctable.

A source link is not enough. ChangeLoop 7 separates source existence, relevance, limitations, model interpretation, and the customer's own observed result.

How does ChangeLoop 7 use evidence?

For each proposed cognition, the service requires at least three distinct traceable sources. It checks source identifiers before release, records why each source is relevant, and states what the source cannot prove. Unsupported or incomplete evidence blocks the result rather than being presented as fact.

Source standard

What qualifies for customer-facing support?

Traceable identity

A customer-facing source must include a stable URL and, where available, a DOI or comparable identifier. Invented citations and unverifiable titles are rejected.

Relevant content

The source must bear on the actual cognition. A real paper that discusses a neighboring topic does not automatically support the claim.

Explicit limits

Population, context, study design, and uncertainty matter. The product explains what cannot be inferred rather than stretching a study into a universal rule.

Customer evidence remains separate

The user's seven-day result is an individual observation. It can guide the next cycle, but it is not a clinical finding or general scientific proof.

AI governance

Models propose and challenge. They do not become the source.

One model proposes a cognition. Separate models privately challenge evidence, identify risks, and complete the selected method. A controller consolidates the result without exposing model identities to customers. The product applies server-side structure and source gates because prompts alone cannot guarantee accuracy.

Corrections

Report a factual problem.

If a public page misstates a source, price, product behavior, or policy, email legal@changeloop7.com with the page URL and the disputed statement. Material corrections should update the page's modified date. Privacy questions belong at privacy@changeloop7.com.

Boundary

This is not professional treatment or diagnosis.

ChangeLoop 7 is a personal behavior-experiment product. It does not replace medical, psychological, legal, financial, or emergency support. High-risk situations require an appropriately qualified professional or local emergency service.