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What MAMI is, who leads it, and how it works.
MAMI Theory — the Meta-Architecture of Mind and Invisibility — is a developing research perspective created and published by Mami, a Tokyo-based independent researcher. Research, Public, and Business/Advisory are three connected routes through the same question, not separate organizations.
THE SHORT VERSION
One independent practice. One research question. Three routes into the world.
MAMI studies how systems shape visibility, evidence, and agency: what can be noticed, recorded, explained, challenged, and acted upon.
Mami leads the work under the professional and publishing name Mami. MAMI is not a university, public authority, certification body, or staffed institute.
THE SHARED QUESTION
What becomes visible, what can be evidenced, and who is able to act?
MAMI follows this question across institutions, technologies, public understanding, and practical decisions. Research develops the concepts; Public makes them understandable and available; Advisory tests their usefulness in bounded settings.
THE THREE DIVISIONS
ONE MAMI · THREE ROUTESDevelop the questions
Conceptual work on structural invisibility, institutional recognition, AI-assisted decisions, and responsibility.
Open division →Make the questions shareable
Public writing, accessible explanations, and a durable record of what MAMI is investigating and what remains open.
Open division →Make decisions reconstructable
Bounded, written reviews of evidence, responsibility, and escalation in a defined institutional or AI-assisted workflow.
Open division →WHAT MAMI IS
A developing perspective, not a claim of established validation.
MAMI Theory is being developed through conceptual papers, proposed analytical tools, public explanation, and carefully bounded applied work. The current work should be read with its stated status, limitations, and version history.
It is not presented as a university, public body, incorporated research organization, validated diagnostic instrument, or substitute for legal, regulatory, clinical, audit, or professional assurance.
WHO THIS IS FOR
Universities & researchers
Begin with the research question, publications, methods, and stated limits.
Go to Research →Public readers
Begin with accessible explanations and records of what is known, proposed, or still open.
Go to Public →Organizations
Begin with the applied offer when a defined workflow needs its evidence, responsibility, or escalation made clearer. Future applications may include AI vendors, regulated operators, public procurement, and education—but each must begin with a real decision or review trigger.
Go to Advisory →WHERE TO GO NEXT