Class: PrimaryGaiConsideration

An overarching consideration derived from the NIST GAI PWG

consultation process (Appendix A). The consideration_kind

attribute discriminates between the four primary

considerations: Governance, Pre-Deployment Testing, Content

Provenance, and Incident Disclosure.

__

All consideration-specific attributes are optional and apply

to the appropriate consideration_kind:

_ * GOVERNANCE: governance_practices, third_party_considerations_

_ * PRE_DEPLOYMENT_TESTING: limitations_of_current_approaches_

_ * CONTENT_PROVENANCE: provenance_techniques_

_ * INCIDENT_DISCLOSURE: ai_incident_definition_

URI: nist_ai_rmf:PrimaryGaiConsideration

 classDiagram
    class PrimaryGaiConsideration
    click PrimaryGaiConsideration href "../PrimaryGaiConsideration/"
      NamedThing <|-- PrimaryGaiConsideration
        click NamedThing href "../NamedThing/"

      PrimaryGaiConsideration : ai_incident_definition

      PrimaryGaiConsideration : consideration_kind





        PrimaryGaiConsideration --> "1" PrimaryConsiderationEnum : consideration_kind
        click PrimaryConsiderationEnum href "../PrimaryConsiderationEnum/"



      PrimaryGaiConsideration : description

      PrimaryGaiConsideration : governance_practices

      PrimaryGaiConsideration : id

      PrimaryGaiConsideration : limitations_of_current_approaches

      PrimaryGaiConsideration : name

      PrimaryGaiConsideration : provenance_techniques

      PrimaryGaiConsideration : see_also

      PrimaryGaiConsideration : third_party_considerations

      PrimaryGaiConsideration : title

Inheritance

NamedThing
- PrimaryGaiConsideration

Slots

Name	Cardinality and Range	Description	Inheritance
consideration_kind	1 PrimaryConsiderationEnum	Which primary consideration this element represents	direct
governance_practices	* String	Governance plans and actions (A	direct
third_party_considerations	0..1 String	Considerations for third-party GAI integrations,	direct
limitations_of_current_approaches	0..1 String	For Pre-Deployment Testing: free-text discussion of why	direct
provenance_techniques	* String	For Content Provenance: provenance data tracking	direct
ai_incident_definition	0..1 String	For Incident Disclosure: the definition of AI incident	direct
id	1 Uriorcurie	A unique identifier for an element	NamedThing
name	0..1 String	A short human-readable name	NamedThing
title	0..1 String	A human-readable title	NamedThing
description	0..1 String	A human-readable description	NamedThing
see_also	* Uriorcurie	Related references	NamedThing

Usages

used by	used in	type	used
GaiProfile	primary_considerations	range	PrimaryGaiConsideration

In Subsets

GaiConsiderations

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/lmodel/nist-ai-rmf

Mappings

Mapping Type	Mapped Value
self	nist_ai_rmf:PrimaryGaiConsideration
native	nist_ai_rmf:PrimaryGaiConsideration
related	nist_csf:CSFProperty

LinkML Source

Direct

name: PrimaryGaiConsideration
description: "An overarching consideration derived from the NIST GAI PWG\nconsultation\
  \ process (Appendix A). The `consideration_kind`\nattribute discriminates between\
  \ the four primary\nconsiderations: Governance, Pre-Deployment Testing, Content\n\
  Provenance, and Incident Disclosure.\n\nAll consideration-specific attributes are\
  \ optional and apply\nto the appropriate `consideration_kind`:\n  * GOVERNANCE:\
  \ governance_practices, third_party_considerations\n  * PRE_DEPLOYMENT_TESTING:\
  \ limitations_of_current_approaches\n  * CONTENT_PROVENANCE: provenance_techniques\n\
  \  * INCIDENT_DISCLOSURE: ai_incident_definition"
in_subset:
- gai_considerations
from_schema: https://w3id.org/lmodel/nist-ai-rmf
related_mappings:
- nist_csf:CSFProperty
is_a: NamedThing
slots:
- consideration_kind
attributes:
  governance_practices:
    name: governance_practices
    description: 'Governance plans and actions (A.1.2) - e.g., "Auditing and

      assessment", "Data provenance", "Incident response",

      "Impact assessments", "Stakeholder engagement", "Synthetic

      content detection", "Whistleblower protections".'
    from_schema: https://w3id.org/lmodel/nist-ai-rmf-gai
    rank: 1000
    domain_of:
    - PrimaryGaiConsideration
    range: string
    multivalued: true
  third_party_considerations:
    name: third_party_considerations
    description: 'Considerations for third-party GAI integrations,

      procurement, SBOMs, SLAs, and SSAE reports (A.1.3).'
    from_schema: https://w3id.org/lmodel/nist-ai-rmf-gai
    rank: 1000
    domain_of:
    - PrimaryGaiConsideration
    range: string
  limitations_of_current_approaches:
    name: limitations_of_current_approaches
    description: 'For Pre-Deployment Testing: free-text discussion of why

      current TEVV approaches may be inadequate (A.1.4).'
    from_schema: https://w3id.org/lmodel/nist-ai-rmf-gai
    rank: 1000
    domain_of:
    - PrimaryGaiConsideration
    range: string
  provenance_techniques:
    name: provenance_techniques
    description: 'For Content Provenance: provenance data tracking

      techniques such as digital watermarking, metadata

      recording, digital fingerprinting, human authentication

      (A.1.6).'
    from_schema: https://w3id.org/lmodel/nist-ai-rmf-gai
    rank: 1000
    domain_of:
    - PrimaryGaiConsideration
    range: string
    multivalued: true
  ai_incident_definition:
    name: ai_incident_definition
    description: 'For Incident Disclosure: the definition of AI incident

      used by the organisation (A.1.8).'
    from_schema: https://w3id.org/lmodel/nist-ai-rmf-gai
    rank: 1000
    domain_of:
    - PrimaryGaiConsideration
    range: string

Induced

name: PrimaryGaiConsideration
description: "An overarching consideration derived from the NIST GAI PWG\nconsultation\
  \ process (Appendix A). The `consideration_kind`\nattribute discriminates between\
  \ the four primary\nconsiderations: Governance, Pre-Deployment Testing, Content\n\
  Provenance, and Incident Disclosure.\n\nAll consideration-specific attributes are\
  \ optional and apply\nto the appropriate `consideration_kind`:\n  * GOVERNANCE:\
  \ governance_practices, third_party_considerations\n  * PRE_DEPLOYMENT_TESTING:\
  \ limitations_of_current_approaches\n  * CONTENT_PROVENANCE: provenance_techniques\n\
  \  * INCIDENT_DISCLOSURE: ai_incident_definition"
in_subset:
- gai_considerations
from_schema: https://w3id.org/lmodel/nist-ai-rmf
related_mappings:
- nist_csf:CSFProperty
is_a: NamedThing
attributes:
  governance_practices:
    name: governance_practices
    description: 'Governance plans and actions (A.1.2) - e.g., "Auditing and

      assessment", "Data provenance", "Incident response",

      "Impact assessments", "Stakeholder engagement", "Synthetic

      content detection", "Whistleblower protections".'
    from_schema: https://w3id.org/lmodel/nist-ai-rmf-gai
    rank: 1000
    owner: PrimaryGaiConsideration
    domain_of:
    - PrimaryGaiConsideration
    range: string
    multivalued: true
  third_party_considerations:
    name: third_party_considerations
    description: 'Considerations for third-party GAI integrations,

      procurement, SBOMs, SLAs, and SSAE reports (A.1.3).'
    from_schema: https://w3id.org/lmodel/nist-ai-rmf-gai
    rank: 1000
    owner: PrimaryGaiConsideration
    domain_of:
    - PrimaryGaiConsideration
    range: string
  limitations_of_current_approaches:
    name: limitations_of_current_approaches
    description: 'For Pre-Deployment Testing: free-text discussion of why

      current TEVV approaches may be inadequate (A.1.4).'
    from_schema: https://w3id.org/lmodel/nist-ai-rmf-gai
    rank: 1000
    owner: PrimaryGaiConsideration
    domain_of:
    - PrimaryGaiConsideration
    range: string
  provenance_techniques:
    name: provenance_techniques
    description: 'For Content Provenance: provenance data tracking

      techniques such as digital watermarking, metadata

      recording, digital fingerprinting, human authentication

      (A.1.6).'
    from_schema: https://w3id.org/lmodel/nist-ai-rmf-gai
    rank: 1000
    owner: PrimaryGaiConsideration
    domain_of:
    - PrimaryGaiConsideration
    range: string
    multivalued: true
  ai_incident_definition:
    name: ai_incident_definition
    description: 'For Incident Disclosure: the definition of AI incident

      used by the organisation (A.1.8).'
    from_schema: https://w3id.org/lmodel/nist-ai-rmf-gai
    rank: 1000
    owner: PrimaryGaiConsideration
    domain_of:
    - PrimaryGaiConsideration
    range: string
  consideration_kind:
    name: consideration_kind
    description: Which primary consideration this element represents.
    in_subset:
    - gai_considerations
    from_schema: https://w3id.org/lmodel/nist-ai-rmf
    rank: 1000
    owner: PrimaryGaiConsideration
    domain_of:
    - PrimaryGaiConsideration
    range: PrimaryConsiderationEnum
    required: true
  id:
    name: id
    description: A unique identifier for an element.
    in_subset:
    - core
    from_schema: https://w3id.org/lmodel/nist-ai-rmf
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    owner: PrimaryGaiConsideration
    domain_of:
    - NamedThing
    range: uriorcurie
    required: true
  name:
    name: name
    description: A short human-readable name.
    in_subset:
    - core
    from_schema: https://w3id.org/lmodel/nist-ai-rmf
    rank: 1000
    slot_uri: rdfs:label
    owner: PrimaryGaiConsideration
    domain_of:
    - NamedThing
    range: string
  title:
    name: title
    description: A human-readable title.
    in_subset:
    - core
    from_schema: https://w3id.org/lmodel/nist-ai-rmf
    rank: 1000
    slot_uri: dcterms:title
    owner: PrimaryGaiConsideration
    domain_of:
    - NamedThing
    - PlaybookEntry
    range: string
  description:
    name: description
    description: A human-readable description.
    in_subset:
    - core
    from_schema: https://w3id.org/lmodel/nist-ai-rmf
    rank: 1000
    slot_uri: dcterms:description
    owner: PrimaryGaiConsideration
    domain_of:
    - NamedThing
    - PlaybookEntry
    range: string
  see_also:
    name: see_also
    description: Related references.
    in_subset:
    - core
    from_schema: https://w3id.org/lmodel/nist-ai-rmf
    rank: 1000
    slot_uri: rdfs:seeAlso
    owner: PrimaryGaiConsideration
    domain_of:
    - NamedThing
    range: uriorcurie
    multivalued: true