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Class: AiSystem

A compound AI System composed of one or more AI capablities. ChatGPT is an example of an AI system which deploys multiple GPT AI models.

URI: airo:AISystem

 classDiagram
    class AiSystem
    click AiSystem href "../AiSystem/"
      BaseAi <|-- AiSystem
        click BaseAi href "../BaseAi/"
      Entry <|-- AiSystem
        click Entry href "../Entry/"


      AiSystem <|-- AiAgent
        click AiAgent href "../AiAgent/"


      AiSystem : broad_mappings





        AiSystem --> "*" Any : broad_mappings
        click Any href "../Any/"



      AiSystem : close_mappings





        AiSystem --> "*" Any : close_mappings
        click Any href "../Any/"



      AiSystem : dateCreated

      AiSystem : dateModified

      AiSystem : description

      AiSystem : exact_mappings





        AiSystem --> "*" Any : exact_mappings
        click Any href "../Any/"



      AiSystem : hasAISubject





        AiSystem --> "0..1" AISubject : hasAISubject
        click AISubject href "../AISubject/"



      AiSystem : hasAIUser

      AiSystem : hasCapability





        AiSystem --> "*" Capability : hasCapability
        click Capability href "../Capability/"



      AiSystem : hasDocumentation





        AiSystem --> "*" Documentation : hasDocumentation
        click Documentation href "../Documentation/"



      AiSystem : hasEuAiSystemType





        AiSystem --> "0..1" AiSystemType : hasEuAiSystemType
        click AiSystemType href "../AiSystemType/"



      AiSystem : hasEuRiskCategory





        AiSystem --> "0..1" EuAiRiskCategory : hasEuRiskCategory
        click EuAiRiskCategory href "../EuAiRiskCategory/"



      AiSystem : hasLicense





        AiSystem --> "0..1" License : hasLicense
        click License href "../License/"



      AiSystem : hasModelCard

      AiSystem : hasPurpose





        AiSystem --> "0..1" Purpose : hasPurpose
        click Purpose href "../Purpose/"



      AiSystem : hasRelatedRisk





        AiSystem --> "*" Risk : hasRelatedRisk
        click Risk href "../Risk/"



      AiSystem : hasStakeholder





        AiSystem --> "0..1" Stakeholder : hasStakeholder
        click Stakeholder href "../Stakeholder/"



      AiSystem : id

      AiSystem : implementedByAdapter





        AiSystem --> "*" Adapter : implementedByAdapter
        click Adapter href "../Adapter/"



      AiSystem : isAppliedWithinDomain





        AiSystem --> "*" Domain : isAppliedWithinDomain
        click Domain href "../Domain/"



      AiSystem : isCategorizedAs





        AiSystem --> "*" Any : isCategorizedAs
        click Any href "../Any/"



      AiSystem : isComposedOf





        AiSystem --> "*" BaseAi : isComposedOf
        click BaseAi href "../BaseAi/"



      AiSystem : isDefinedByTaxonomy





        AiSystem --> "0..1" Taxonomy : isDefinedByTaxonomy
        click Taxonomy href "../Taxonomy/"



      AiSystem : isDefinedByVocabulary





        AiSystem --> "0..1" Vocabulary : isDefinedByVocabulary
        click Vocabulary href "../Vocabulary/"



      AiSystem : isDeployedBy





        AiSystem --> "0..1" AIDeployer : isDeployedBy
        click AIDeployer href "../AIDeployer/"



      AiSystem : isDevelopedBy





        AiSystem --> "0..1" AIDeveloper : isDevelopedBy
        click AIDeveloper href "../AIDeveloper/"



      AiSystem : isPartOf

      AiSystem : isProvidedBy





        AiSystem --> "0..1" AiProvider : isProvidedBy
        click AiProvider href "../AiProvider/"



      AiSystem : isUsedWithinLocality





        AiSystem --> "*" LocalityOfUse : isUsedWithinLocality
        click LocalityOfUse href "../LocalityOfUse/"



      AiSystem : name

      AiSystem : narrow_mappings





        AiSystem --> "*" Any : narrow_mappings
        click Any href "../Any/"



      AiSystem : performsTask





        AiSystem --> "*" AiTask : performsTask
        click AiTask href "../AiTask/"



      AiSystem : producer





        AiSystem --> "0..1" Organization : producer
        click Organization href "../Organization/"



      AiSystem : related_mappings





        AiSystem --> "*" Any : related_mappings
        click Any href "../Any/"



      AiSystem : requiredByTask





        AiSystem --> "*" AiTask : requiredByTask
        click AiTask href "../AiTask/"



      AiSystem : requiresCapability





        AiSystem --> "*" Capability : requiresCapability
        click Capability href "../Capability/"



      AiSystem : type

      AiSystem : url

Inheritance

Slots

Name Cardinality and Range Description Inheritance
isComposedOf *
BaseAi
Relationship indicating the AI components from which a complete AI system is ... direct
hasEuAiSystemType 0..1
AiSystemType
The type of system as defined by the EU AI Act direct
hasEuRiskCategory 0..1
EuAiRiskCategory
The risk category of an AI system as defined by the EU AI Act direct
hasCapability *
Capability
Indicates the technical capabilities this entry possesses direct
isAppliedWithinDomain *
Domain
Specifies the domain an AI system is used within direct
isUsedWithinLocality *
LocalityOfUse
Specifies the domain an AI system is used within direct
hasPurpose 0..1
Purpose
Indicates the purpose of an entity, e direct
hasStakeholder 0..1
Stakeholder
Indicates stakeholders of an AI system or component direct
isDeployedBy 0..1
AIDeployer
Indicates the deployer of an AI system or component direct
isDevelopedBy 0..1
AIDeveloper
Indicates the developer of an AI system or component direct
hasAISubject 0..1
AISubject
Indicates the subjects of an AI system direct
hasAIUser 0..1
String
Indicate the end-user of an AI system direct
hasRelatedRisk *
Risk or 
RiskConcept or 
Term
A relationship where an entity relates to a risk direct
producer 0..1
Organization
A relationship to the Organization instance which produces this instance BaseAi
hasModelCard *
String
A relationship to model card references BaseAi
hasDocumentation *
Documentation
Indicates documentation associated with an entity Entry, BaseAi
hasLicense 0..1
License
Indicates licenses associated with a resource BaseAi
performsTask *
AiTask
relationship indicating the AI tasks an AI model can perform BaseAi
isProvidedBy 0..1
AiProvider
Indicates provider of an AI system or component BaseAi
isDefinedByTaxonomy 0..1
Taxonomy
A relationship where a concept or a concept group is defined by a taxonomy Entry
isDefinedByVocabulary 0..1
Vocabulary
A relationship where a term or a term group is defined by a vocabulary Entry
isPartOf 0..1
String
A relationship where an entity is part of another entity Entry
requiredByTask *
AiTask
Indicates that this entry is required to perform a specific AI task Entry
requiresCapability *
Capability
Indicates that this entry requires a specific capability Entry
implementedByAdapter *
Adapter
Indicates that this capability is implemented by a specific adapter Entry
type 0..1
String
The entry type Entry
id 1
String
A unique identifier to this instance of the model element Entity
name 0..1
String
A text name of this instance Entity
description 0..1
String
The description of an entity Entity
url 0..1
Uri
An optional URL associated with this instance Entity
dateCreated 0..1
Date
The date on which the entity was created Entity
dateModified 0..1
Date
The date on which the entity was most recently modified Entity
exact_mappings *
Any
The property is used to link two concepts, indicating a high degree of confid... Entity
close_mappings *
Any
The property is used to link two concepts that are sufficiently similar that ... Entity
related_mappings *
Any
The property skos:relatedMatch is used to state an associative mapping link b... Entity
narrow_mappings *
Any
The property is used to state a hierarchical mapping link between two concept... Entity
broad_mappings *
Any
The property is used to state a hierarchical mapping link between two concept... Entity
isCategorizedAs *
Any
A relationship where an entity has been deemed to be categorized Entity

Mixin Usage

mixed into description

Identifier and Mapping Information

Schema Source

  • from schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology

Mappings

Mapping Type Mapped Value
self airo:AISystem
native nexus:AiSystem

LinkML Source

Direct

```yaml name: AiSystem description: A compound AI System composed of one or more AI capablities. ChatGPT is an example of an AI system which deploys multiple GPT AI models. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology is_a: Entry mixin: true mixins: - BaseAi slots: - isComposedOf - hasEuAiSystemType - hasEuRiskCategory - hasCapability - isAppliedWithinDomain - isUsedWithinLocality - hasPurpose - hasStakeholder - isDeployedBy - isDevelopedBy - hasAISubject - hasAIUser - hasRelatedRisk slot_usage: isComposedOf: name: isComposedOf description: Relationship indicating the AI components from which a complete AI system is composed. range: BaseAi class_uri: airo:AISystem ````

Induced

```yaml name: AiSystem description: A compound AI System composed of one or more AI capablities. ChatGPT is an example of an AI system which deploys multiple GPT AI models. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology is_a: Entry mixin: true mixins: - BaseAi slot_usage: isComposedOf: name: isComposedOf description: Relationship indicating the AI components from which a complete AI system is composed. range: BaseAi attributes: isComposedOf: name: isComposedOf description: Relationship indicating the AI components from which a complete AI system is composed. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 alias: isComposedOf owner: AiSystem domain_of: - AiSystem range: BaseAi multivalued: true inlined: false hasEuAiSystemType: name: hasEuAiSystemType description: The type of system as defined by the EU AI Act. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 alias: hasEuAiSystemType owner: AiSystem domain_of: - AiSystem range: AiSystemType hasEuRiskCategory: name: hasEuRiskCategory description: The risk category of an AI system as defined by the EU AI Act. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 alias: hasEuRiskCategory owner: AiSystem domain_of: - AiSystem range: EuAiRiskCategory hasCapability: name: hasCapability description: 'Indicates the technical capabilities this entry possesses. ' from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: tech:hasCapability alias: hasCapability owner: AiSystem domain_of: - AiSystem - Adapter - LLMIntrinsic range: Capability multivalued: true inlined: false isAppliedWithinDomain: name: isAppliedWithinDomain description: Specifies the domain an AI system is used within. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 domain: '[''AISystem'', ''AIComponent'']' slot_uri: airo:isAppliedWithinDomain alias: isAppliedWithinDomain owner: AiSystem domain_of: - AiSystem range: Domain multivalued: true inlined: false isUsedWithinLocality: name: isUsedWithinLocality description: Specifies the domain an AI system is used within. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 domain: '[''AISystem'', ''AIComponent'']' slot_uri: airo:isUsedWithinLocality alias: isUsedWithinLocality owner: AiSystem domain_of: - AiSystem range: LocalityOfUse multivalued: true inlined: false hasPurpose: name: hasPurpose description: Indicates the purpose of an entity, e.g. AI system, components. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: airo:hasPurpose alias: hasPurpose owner: AiSystem domain_of: - AiSystem range: Purpose hasStakeholder: name: hasStakeholder description: Indicates stakeholders of an AI system or component. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 domain: '[''airo:AISystem'', ''airo:AIComponent'']' slot_uri: airo:hasStakeholder alias: hasStakeholder owner: AiSystem domain_of: - AiSystem range: Stakeholder isDeployedBy: name: isDeployedBy description: Indicates the deployer of an AI system or component. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 domain: '[''AISystem'', ''AIComponent'']' slot_uri: airo:isDeployedBy alias: isDeployedBy owner: AiSystem domain_of: - AiSystem range: AIDeployer isDevelopedBy: name: isDevelopedBy description: Indicates the developer of an AI system or component. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 domain: '[''AISystem'', ''AIComponent'']' slot_uri: airo:isDevelopedBy alias: isDevelopedBy owner: AiSystem domain_of: - AiSystem range: AIDeveloper hasAISubject: name: hasAISubject description: Indicates the subjects of an AI system from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 domain: '[''airo:AISystem'']' slot_uri: airo:hasAISubject alias: hasAISubject owner: AiSystem domain_of: - AiSystem range: AISubject hasAIUser: name: hasAIUser description: Indicate the end-user of an AI system. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 domain: AISystem slot_uri: airo:hasAiUser alias: hasAIUser owner: AiSystem domain_of: - AiSystem range: string hasRelatedRisk: name: hasRelatedRisk description: A relationship where an entity relates to a risk from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 domain: Any alias: hasRelatedRisk owner: AiSystem domain_of: - Term - LLMQuestionPolicy - Action - AiSystem - AiEval - BenchmarkMetadataCard - Adapter - LLMIntrinsic range: Risk multivalued: true inlined: false any_of: - range: RiskConcept - range: Term producer: name: producer description: A relationship to the Organization instance which produces this instance. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 alias: producer owner: AiSystem domain_of: - BaseAi range: Organization hasModelCard: name: hasModelCard description: A relationship to model card references. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 alias: hasModelCard owner: AiSystem domain_of: - BaseAi range: string multivalued: true inlined: true inlined_as_list: true hasDocumentation: name: hasDocumentation description: Indicates documentation associated with an entity. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: airo:hasDocumentation alias: hasDocumentation owner: AiSystem domain_of: - Dataset - Vocabulary - Taxonomy - Concept - Group - Entry - Term - Principle - RiskTaxonomy - RiskControlGroupTaxonomy - Action - BaseAi - LargeLanguageModelFamily - AiEval - BenchmarkMetadataCard - Adapter - LLMIntrinsic range: Documentation multivalued: true inlined: false hasLicense: name: hasLicense description: Indicates licenses associated with a resource from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: airo:hasLicense alias: hasLicense owner: AiSystem domain_of: - Dataset - Documentation - Vocabulary - Taxonomy - RiskTaxonomy - RiskControlGroupTaxonomy - BaseAi - AiEval - BenchmarkMetadataCard - Adapter range: License performsTask: name: performsTask description: relationship indicating the AI tasks an AI model can perform. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 alias: performsTask owner: AiSystem domain_of: - BaseAi range: AiTask multivalued: true inlined: false isProvidedBy: name: isProvidedBy description: Indicates provider of an AI system or component. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: airo:isProvidedBy alias: isProvidedBy owner: AiSystem domain_of: - BaseAi range: AiProvider isDefinedByTaxonomy: name: isDefinedByTaxonomy description: A relationship where a concept or a concept group is defined by a taxonomy from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:isPartOf alias: isDefinedByTaxonomy owner: AiSystem domain_of: - Concept - Control - Group - Entry - Policy - Rule - RiskControlGroup - RiskGroup - Risk - RiskControl - Action - RiskIncident - Stakeholder - StakeholderGroup - CapabilityGroup - Requirement range: Taxonomy isDefinedByVocabulary: name: isDefinedByVocabulary description: A relationship where a term or a term group is defined by a vocabulary from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:isPartOf alias: isDefinedByVocabulary owner: AiSystem domain_of: - Entry - Term - Adapter - LLMIntrinsic range: Vocabulary isPartOf: name: isPartOf description: A relationship where an entity is part of another entity from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:isPartOf alias: isPartOf owner: AiSystem domain_of: - Entry - Risk - LargeLanguageModel - Stakeholder - CapabilityGroup range: string requiredByTask: name: requiredByTask description: Indicates that this entry is required to perform a specific AI task. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 alias: requiredByTask owner: AiSystem domain_of: - Entry - Capability inverse: requiresCapability range: AiTask multivalued: true inlined: false requiresCapability: name: requiresCapability description: Indicates that this entry requires a specific capability from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 domain: Any alias: requiresCapability owner: AiSystem domain_of: - Entry - LargeLanguageModel - AiTask - Adapter inverse: requiredByTask range: Capability multivalued: true inlined: false implementedByAdapter: name: implementedByAdapter description: Indicates that this capability is implemented by a specific adapter. This relationship distinguishes the abstract capability (what can be done) from the technical implementation mechanism (how it is added/extended via adapters). from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 domain: Any alias: implementedByAdapter owner: AiSystem domain_of: - Entry - Capability inverse: implementsCapability range: Adapter multivalued: true inlined: false type: name: type description: The entry type. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/common designates_type: true alias: type owner: AiSystem domain_of: - Vocabulary - Taxonomy - Concept - Control - Group - Entry - Policy - Rule - Permission - Prohibition - Obligation - Recommendation - Certification - ControlActivity - ControlActivityPermission - ControlActivityProhibition - ControlActivityObligation - ControlActivityRecommendation - Requirement range: string id: name: id description: A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:identifier identifier: true alias: id owner: AiSystem domain_of: - Entity range: string required: true name: name: name description: A text name of this instance. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:name alias: name owner: AiSystem domain_of: - Entity - BenchmarkMetadataCard range: string description: name: description description: The description of an entity from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:description alias: description owner: AiSystem domain_of: - Entity range: string url: name: url description: An optional URL associated with this instance. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:url alias: url owner: AiSystem domain_of: - Entity range: uri dateCreated: name: dateCreated description: The date on which the entity was created. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:dateCreated alias: dateCreated owner: AiSystem domain_of: - Entity range: date required: false dateModified: name: dateModified description: The date on which the entity was most recently modified. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: schema:dateModified alias: dateModified owner: AiSystem domain_of: - Entity range: date required: false exact_mappings: name: exact_mappings description: The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: skos:exactMatch alias: exact_mappings owner: AiSystem domain_of: - Entity range: Any multivalued: true inlined: false close_mappings: name: close_mappings description: The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: skos:closeMatch alias: close_mappings owner: AiSystem domain_of: - Entity range: Any multivalued: true inlined: false related_mappings: name: related_mappings description: The property skos:relatedMatch is used to state an associative mapping link between two concepts. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: skos:relatedMatch alias: related_mappings owner: AiSystem domain_of: - Entity range: Any multivalued: true inlined: false narrow_mappings: name: narrow_mappings description: The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: skos:narrowMatch alias: narrow_mappings owner: AiSystem domain_of: - Entity range: Any multivalued: true inlined: false broad_mappings: name: broad_mappings description: The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept. from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: skos:broadMatch alias: broad_mappings owner: AiSystem domain_of: - Entity range: Any multivalued: true inlined: false isCategorizedAs: name: isCategorizedAs description: A relationship where an entity has been deemed to be categorized from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: nexus:isCategorizedAs alias: isCategorizedAs owner: AiSystem domain_of: - Entity range: Any multivalued: true inlined: false class_uri: airo:AISystem ````