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ZENODO
Other literature type . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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The Representation Economy: Canonical Framework v1.0

Authors: RAKTIM, SINGH;

The Representation Economy: Canonical Framework v1.0

Abstract

The Representation Economy: Canonical Framework v1.0 introduces a conceptual and institutional framework for understanding how artificial intelligence systems interact with enterprises, institutions, governance systems, and machine-legible representations of reality. The document proposes the SENSE-CORE-DRIVER architecture as a canonical framework for enterprise AI governance, institutional intelligence, governed execution, and representation-centric AI systems. The framework argues that the next phase of AI transformation will not be defined only by model intelligence, but by the ability of institutions and enterprises to:- sense reality,- structure representations,- reason over contextual systems,- govern execution,- maintain accountability,- and establish institutional legitimacy. This release includes:- Representation Economy definition- SENSE-CORE-DRIVER specification- Canonical architecture diagram- Enterprise AI governance concepts- Institutional intelligence framing- Key claims and strategic implications- Enterprise examples across banking, manufacturing, healthcare, and digital systems Keywords:Representation Economy, Enterprise AI Governance, Institutional AI, SENSE-CORE-DRIVER, Machine-Legible Reality, AI Governance, Institutional Intelligence, Representation Integrity, Governed Execution Author:Raktim Singh ORCID:0009-0002-6207-602X Website:https://www.raktimsingh.com GitHub Repository:https://github.com/raktims2210-dev/representation-economy https://doi.org/10.5281/zenodo.20315480

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average