AI System Document

An AI System Document is a system document that is an AI artifact that can capture AI system information, AI system specifications, and AI system knowledge about AI systems.

• AKA: Artificial Intelligence System Document, AI System Documentation, AI System Artifact.
• Context:
  • It can typically describe AI System Architecture through AI system document architectural diagrams.
  • It can typically specify AI System Requirements via AI system document requirement specifications.
  • It can typically document AI Model Configuration using AI system document parameter descriptions.
  • It can typically explain AI System Behavior with AI system document behavioral patterns.
  • It can typically record AI System Training Processes through AI system document training logs.
  • ...
  • It can often include AI System Ethical Guidelines for AI system document responsible use.
  • It can often contain AI System Limitations describing AI system document constraints.
  • It can often provide AI System Performance Benchmarks showing AI system document capability metrics.
  • It can often feature AI System Integration Patterns through AI system document implementation examples.
  • ...
  • It can range from being a Research AI System Document to being a Production AI System Document, depending on its AI system document maturity stage.
  • It can range from being a Technical AI System Document to being a Business AI System Document, depending on its AI system document audience focus.
  • It can range from being a Public AI System Document to being a Proprietary AI System Document, depending on its AI system document access level.
  • It can range from being a Model-Centric AI System Document to being a System-Centric AI System Document, depending on its AI system document scope emphasis.
  • ...
  • It can support AI System Development with AI system document design guidance.
  • It can enable AI System Deployment through AI system document implementation instructions.
  • It can facilitate AI System Governance via AI system document compliance frameworks.
  • It can guide AI System Maintenance using AI system document operational procedures.
  • It can inform AI System Evaluation through AI system document assessment criteria.
  • ...
• Example(s):
  • AI Model Documents, such as:
    • Model Card documenting AI system document model characteristics.
    • Model Training Report presenting AI system document training metrics.
    • Model Architecture Specification describing AI system document neural network structure.
  • AI System Design Documents, such as:
    • AI System Requirements Document specifying AI system document functional needs.
    • AI System Architecture Document detailing AI system document component relationships.
    • AI Pipeline Specification outlining AI system document data flows.
  • AI System Operational Documents, such as:
    • AI System Deployment Guide providing AI system document installation instructions.
    • AI System Monitoring Plan describing AI system document observability strategy.
    • AI System Maintenance Manual explaining AI system document upkeep procedures.
  • AI System Evaluation Documents, such as:
    • AI System Evaluation Report presenting AI system document assessment results.
    • AI System Benchmark Report showing AI system document performance comparisons.
    • AI System Audit Report documenting AI system document compliance findings.
  • LLM-based System Documents, such as:
    • LLM-based System Evaluation Report assessing AI system document language model performance.
    • LLM-based System Configuration Guide explaining AI system document prompt engineering.
    • LLM-based System API Documentation detailing AI system document interface specifications.
  • ...
• Counter-Example(s):
  • Traditional Software Document, which lacks AI system document machine learning components.
  • Hardware Manual, which focuses on physical components rather than AI system document intelligent behavior.
  • Business Process Document, which describes workflows rather than AI system document algorithmic processing.
  • Database Documentation, which details data schemas rather than AI system document learning capability.
• See: System Document, AI System, Technical Documentation, AI Model Documentation, LLM-based System Document, Machine Learning Documentation, AI System Evaluation Report.

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