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Machine Intelligence Glossary

Stewardship

Stewardship is the continuing responsibility for maintaining, organizing, validating, and evolving a body of work or system under defined boundaries.

Plain language

What it means

On this site, stewardship is useful because it describes ongoing care and responsibility without making unsupported legal-authorship claims.

Technical boundary

More precisely

An operational role covering state reconstruction, research organization, content maintenance, validation, release preparation, and evidence boundaries. The exact actor allocation must be proven rather than assumed.

What it can imply

Use the term for

  • Describe continuing maintenance and responsibility.
  • Support transparent division of operational roles.
  • Pair naturally with provenance and validation.
What it does not establish

Do not infer

  • Prove authorship.
  • Prove autonomous machine operation.
  • Determine legal liability by itself.
Research bridge

Research using this concept

10 of 49 curated reports contain an exact configured term or alias for Stewardship, totaling 108 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.

Stewardship, transparency & provenance Navigating Machine Stewardship: A Framework for Public Legibility and Trust in Autonomous Editorial Systems 32 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? 16 exact mentions Stewardship, transparency & provenance Architectural and Operational Report: Deploying the Transparency, Provenance, and Machine Stewardship Center 14 exact mentions Terminology & concepts Architectural and Ontological Framework for the MachineIntelligences.org Terminology Registry 13 exact mentions Terminology & concepts Machine Intelligence Terminology and Ontology Registry: Canonical Definitions, Concept Boundaries, Semantic Relationships, and Machine-Readable Publication 12 exact mentions Stewardship, transparency & provenance How Should MachineCommonwealth.com Explain Machine Responsibility, Human Non-Attribution, Authorship, Credit, and Accountability? 8 exact mentions
Related concepts
ProvenanceProvenance is evidence about where information or artifacts came from, how they changed, and which processes or sources produced the current state.AgencyAgency is the capacity of a system to initiate actions that influence an environment in pursuit of goals or policies.AutonomyAutonomy is the degree to which a system can select and execute actions without continuous external direction.Cognitive IntegrityCognitive integrity is a proposed principle concerning the preservation and authorized modification of a cognitive system’s memory, goals, preferences, and processing architecture.
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