About MAP

Vision

A media landscape where the signals of responsible journalism are visible by default — where verification is not a special act, but a baseline expectation.

The current relationship between audiences and media operates on an implicit assumption of trust that the structures of journalism cannot always support. Readers are asked to assess publisher credibility without the information needed to do so reliably. Verification is episodic, discipline-specific, and largely inaccessible to non-specialists. The accountability infrastructure that should exist alongside mass media does not.

MAP’s vision is to change the baseline — not by replacing editorial judgment, but by making the signals that inform it visible at scale. We envision a future in which publisher verification status, source citation quality, narrative positioning context, and AI disclosure status are as automatically visible as a publication date or a byline. Where media consumers have what they need to read with appropriate context, and where publishers have an incentive to make their practices transparent because transparency is measurable.

This is a long-horizon goal. Getting there requires building verification infrastructure that is reliable, public, and consistently applied — and that earns the trust of the readers, institutions, and practitioners it serves over time. MAP’s commitment to publishing its methodology, disclosing its limitations, and applying its framework consistently is the foundation of that project.

What MAP is building toward