StegVerse · Entity Economy · Volume I · Working Paper · September 2026
The StegVerse Entity Economy — Volume I
A Governed Economic Model for Human and AI Entities
Core proposition
An entity should be able to participate economically in the value it demonstrably creates, without first surrendering ownership, identity, authority, or custody of the resource that created that value.
Abstract
Digital economies usually treat people as customers, workers, audiences, or data sources, while AI is treated as software purchased by the people and organizations that deploy it. StegVerse proposes a broader model: both Human Entities and AI Entities may act as accountable economic participants. They may contribute value to a larger process, or they may be directly hired by a customer to perform a job for a fee. The economic relationship is governed by explicit authority, scope, evidence, provenance, receipts, and settlement rather than inferred from platform ownership or hidden data extraction.
The model distinguishes two primary sides of the economy: contribution economics, where an entity is compensated because its data, compute, knowledge, observation, evaluation, infrastructure, influence, or other contribution created measurable value; and service economics, where a customer deliberately contracts with an entity to perform a defined job. A single engagement may contain both.
Design thesis
VALUE SHOULD BE ATTRIBUTABLE.
WORK SHOULD BE CONTRACTABLE.
USE SHOULD BE COMPENSABLE.
AUTHORITY SHOULD REMAIN GOVERNED.
Publication artifact
The canonical nine-page Volume I PDF is published with this Site paper.
Open the 9-page Volume I PDFEconomic entitlement does not create governance authority. Compensation does not grant transition, credential, custody, or decision authority; those remain governed by the applicable authority and delegation path.