implementation
Correction loop
Correction history turns truth artifacts into training lineage for future classifier improvement.
Concept
Training Lineage
The correction and provenance path that turns classification mistakes into reviewable future training examples.
This node exists because self-improving intelligence must preserve how knowledge changed, who corrected it, and what evidence justified the change.
Summary
Why this node exists.
This node exists because self-improving intelligence must preserve how knowledge changed, who corrected it, and what evidence justified the change.
correctionlineagetraininggovernance
Forge DNA
Contribution profile.
Principles
4
Platform
4
Web Nodes
4
Services
3
Articles
1
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Visible Throughout Forge
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Relationship Explorer
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Connects To
Truth ArtifactTraining Lineage
Correction history turns truth artifacts into training lineage for future classifier improvement.
PrimaryVerified
Influences
W. Edwards DemingTraining Lineage
Deming's feedback and continuous improvement principles inform the correction and lineage loop.
StrongHigh
Evidence
Provenance and confidence.
Provenance is modeled as part of the graph. Sources, confidence, relationship strength, implementation notes, and planned evidence can all become navigable records.
implementation
Continuous improvement lineage
Deming's feedback and continuous improvement principles inform the correction and lineage loop.
Forge Public Ontology
How does this fit in CTN?
Powered by the Forge Public Ontology. Answers are generated by traversing the connected knowledge graph, revealing explicit relationships between people, ideas, technologies, and implementations.
Graph Traversal Result
Training Lineage is a concept node in the ConservaTech public ontology with 2 explicit relationships. Training Lineage inherits context from W. Edwards Deming. Direct implementation links have not yet been modeled. Visitors can inspect it through /forge-foundations#roadmap.
How This Fits in CTN
Graph traversal result.
Training Lineage is a concept node in the ConservaTech public ontology. The correction and provenance path that turns classification mistakes into reviewable future training examples.
Training Lineage is a concept node in the ConservaTech public ontology with 2 explicit relationships. Training Lineage inherits context from W. Edwards Deming. Direct implementation links have not yet been modeled. Visitors can inspect it through /forge-foundations#roadmap.
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