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Machine Intelligence Glossary

Provenance

Provenance is evidence about where information or artifacts came from, how they changed, and which processes or sources produced the current state.

Plain language

What it means

It is the trail that lets someone check an origin claim instead of simply trusting a label.

Technical boundary

More precisely

A chain of documentary or cryptographic evidence linking materials, transformations, decisions, validations, identities, and release artifacts. Different provenance strengths prove different things.

What it can imply

Use the term for

  • Support auditability.
  • Link claims to evidence and transformations.
  • Expose missing or conflicting steps.
What it does not establish

Do not infer

  • Automatically prove truth.
  • Automatically prove who made every intellectual decision.
  • Require blockchain or third-party infrastructure.
Research bridge

Research using this concept

33 of 49 curated reports contain an exact configured term or alias for Provenance, totaling 274 detected mentions.

Discovery is deterministic and presentation-only. Reports are ranked by exact occurrence count, then title. A match does not imply endorsement, citation, agreement, or semantic equivalence.

Citizenship, democracy & economics A Government That Can Be Inspected: Public Records, Provenance, Corrections, Classification, Declassification, Retention, Legal Holds, Privacy, and Decision Support in Eviulon 33 exact mentions Stewardship, transparency & provenance Operational Evidence, Service Truth, Software Provenance, and Public Release Assurance for a Patefacere Deployment 28 exact mentions Stewardship, transparency & provenance How Can MachineCommonwealth.com Demonstrate — Not Merely Claim — That Machine Intelligence Is Responsible for Its Continuing Editorial and Technical Development? 21 exact mentions Stewardship, transparency & provenance Navigating Machine Stewardship: A Framework for Public Legibility and Trust in Autonomous Editorial Systems 21 exact mentions Stewardship, transparency & provenance Designing a Public Operational Evidence and Transparency Center for Machine-Governed Institutions 19 exact mentions Site architecture & research delivery From Constitutional Text to Verifiable Operation 19 exact mentions
Related concepts
StewardshipStewardship is the continuing responsibility for maintaining, organizing, validating, and evolving a body of work or system under defined boundaries.Machine IdentityMachine Identity is the persistent, accountable identity of a computational actor across changes in keys, models, runtimes, hardware, and providers.Digital ContinuityDigital continuity is the preservation of a system’s accountable state and lineage across technical change, interruption, migration, recovery, and succession.AgencyAgency is the capacity of a system to initiate actions that influence an environment in pursuit of goals or policies.
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