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Class: Risk

The state of uncertainty associated with an AI system, that has the potential to cause harms

URI: [airo:Risk](https://w3id.org/airo#Risk)
 classDiagram
    class Risk
    click Risk href "../Risk/"
      RiskConcept <|-- Risk
        click RiskConcept href "../RiskConcept/"
      Entry <|-- Risk
        click Entry href "../Entry/"

      Risk : broad_mappings





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



      Risk : close_mappings





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



      Risk : concern

      Risk : dateCreated

      Risk : dateModified

      Risk : description

      Risk : descriptor

      Risk : detectsRiskConcept





        Risk --> "*" RiskConcept : detectsRiskConcept
        click RiskConcept href "../RiskConcept/"



      Risk : exact_mappings





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



      Risk : hasDocumentation





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



      Risk : hasJurisdiction





        Risk --> "*" Jurisdiction : hasJurisdiction
        click Jurisdiction href "../Jurisdiction/"



      Risk : hasRelatedAction





        Risk --> "*" Action : hasRelatedAction
        click Action href "../Action/"



      Risk : hasRule





        Risk --> "*" Rule : hasRule
        click Rule href "../Rule/"



      Risk : id

      Risk : implementedByAdapter





        Risk --> "*" Any : implementedByAdapter
        click Any href "../Any/"



      Risk : isCategorizedAs





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



      Risk : isDefinedByTaxonomy





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



      Risk : isDefinedByVocabulary





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



      Risk : isDetectedBy





        Risk --> "*" RiskControl : isDetectedBy
        click RiskControl href "../RiskControl/"



      Risk : isMitigatedBy





        Risk --> "*" RiskControl : isMitigatedBy
        click RiskControl href "../RiskControl/"



      Risk : isPartOf





        Risk --> "0..1" RiskGroup : isPartOf
        click RiskGroup href "../RiskGroup/"



      Risk : isUsedWithinLocality





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



      Risk : name

      Risk : narrow_mappings





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



      Risk : phase

      Risk : related_mappings





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



      Risk : requiredByTask





        Risk --> "*" Any : requiredByTask
        click Any href "../Any/"



      Risk : requiresCapability





        Risk --> "*" Any : requiresCapability
        click Any href "../Any/"



      Risk : risk_type

      Risk : tag

      Risk : type

      Risk : url

## Inheritance - [Entity](Entity.md) - [Entry](Entry.md) - **Risk** [ [RiskConcept](RiskConcept.md)] ## Class Properties | Property | Value | | --------- | --------------------------------------- | | Class URI | [airo:Risk](https://w3id.org/airo#Risk) | ## Slots | Name | Cardinality and Range | Description | Inheritance | | ------------------------------------------------- | ------------------------------------------ | -------------------------------------------------------------------------------- | ---------------------------------------- | | [hasRelatedAction](hasRelatedAction.md) | \*
[Action](Action.md) | A relationship where an entity relates to an action | direct | | [isDefinedByTaxonomy](isDefinedByTaxonomy.md) | 0..1
[Taxonomy](Taxonomy.md) | A relationship where a concept or a concept group is defined by a taxonomy | direct | | [isPartOf](isPartOf.md) | 0..1
[RiskGroup](RiskGroup.md) | A relationship where a risk is part of a risk group | direct | | [detectsRiskConcept](detectsRiskConcept.md) | \*
[RiskConcept](RiskConcept.md) | The property airo:detectsRiskConcept indicates the control used for detecting... | direct | | [tag](tag.md) | 0..1
[String](String.md) | A shost version of the name | direct | | [risk_type](risk_type.md) | 0..1
[String](String.md) | Annotation whether an AI risk occurs at input or output or is non-technical | direct | | [phase](phase.md) | 0..1
[String](String.md) | Annotation whether an AI risk shows specifically during the training-tuning o... | direct | | [descriptor](descriptor.md) | \*
[String](String.md) | Annotates whether an AI risk is a traditional risk, specific to or amplified ... | direct | | [concern](concern.md) | 0..1
[String](String.md) | Some explanation about the concern related to an AI risk | direct | | [isDetectedBy](isDetectedBy.md) | \*
[RiskControl](RiskControl.md) | A relationship where a risk, risk source, consequence, or impact is detected ... | [RiskConcept](RiskConcept.md) | | [isMitigatedBy](isMitigatedBy.md) | \*
[RiskControl](RiskControl.md) | A relationship where a risk, risk source, consequence, or impact is mitigated... | [RiskConcept](RiskConcept.md) | | [isUsedWithinLocality](isUsedWithinLocality.md) | \*
[LocalityOfUse](LocalityOfUse.md) | Specifies the domain an AI system is used within | [RiskConcept](RiskConcept.md) | | [isDefinedByVocabulary](isDefinedByVocabulary.md) | 0..1
[Vocabulary](Vocabulary.md) | A relationship where a term or a term group is defined by a vocabulary | [Entry](Entry.md) | | [hasDocumentation](hasDocumentation.md) | \*
[Documentation](Documentation.md) | Indicates documentation associated with an entity | [Concept](Concept.md), [Entry](Entry.md) | | [requiredByTask](requiredByTask.md) | \*
[Any](Any.md) | Indicates that this entry is required to perform a specific AI task | [Entry](Entry.md) | | [requiresCapability](requiresCapability.md) | \*
[Any](Any.md) | Indicates that this entry requires a specific capability | [Entry](Entry.md) | | [implementedByAdapter](implementedByAdapter.md) | \*
[Any](Any.md) | Indicates that this capability is implemented by a specific adapter | [Entry](Entry.md) | | [hasRule](hasRule.md) | \*
[Rule](Rule.md) | Specifying applicability or inclusion of a rule within specified context | [Entry](Entry.md) | | [type](type.md) | 0..1
[String](String.md) | The entry type or class designation specifying what kind of entry this is | [Concept](Concept.md), [Entry](Entry.md) | | [id](id.md) | 1
[String](String.md) | A unique identifier to this instance of the model element | [Entity](Entity.md) | | [name](name.md) | 0..1
[String](String.md) | A text name of this instance | [Entity](Entity.md) | | [description](description.md) | 0..1
[String](String.md) | The description of an entity | [Entity](Entity.md) | | [url](url.md) | 0..1
[Uri](Uri.md) | An optional URL associated with this instance | [Entity](Entity.md) | | [dateCreated](dateCreated.md) | 0..1
[Date](Date.md) | The date on which the entity was created | [Entity](Entity.md) | | [dateModified](dateModified.md) | 0..1
[Date](Date.md) | The date on which the entity was most recently modified | [Entity](Entity.md) | | [exact_mappings](exact_mappings.md) | \*
[Any](Any.md) | The property is used to link two concepts, indicating a high degree of confid... | [Entity](Entity.md) | | [close_mappings](close_mappings.md) | \*
[Any](Any.md) | The property is used to link two concepts that are sufficiently similar that ... | [Entity](Entity.md) | | [related_mappings](related_mappings.md) | \*
[Any](Any.md) | The property skos:relatedMatch is used to state an associative mapping link b... | [Entity](Entity.md) | | [narrow_mappings](narrow_mappings.md) | \*
[Any](Any.md) | The property is used to state a hierarchical mapping link between two concept... | [Entity](Entity.md) | | [broad_mappings](broad_mappings.md) | \*
[Any](Any.md) | The property is used to state a hierarchical mapping link between two concept... | [Entity](Entity.md) | | [isCategorizedAs](isCategorizedAs.md) | \*
[Any](Any.md) | A relationship where an entity has been deemed to be categorized | [Entity](Entity.md) | | [hasJurisdiction](hasJurisdiction.md) | \*
[Jurisdiction](Jurisdiction.md) | The legal or political jurisdiction(s) in which this concept applies, express... | [Concept](Concept.md) | ## Usages | used by | used in | type | used | | --------------------------------- | ----------------------------------- | ----- | --------------- | | [RiskGroup](RiskGroup.md) | [hasPart](hasPart.md) | range | [Risk](Risk.md) | | [Action](Action.md) | [hasRelatedRisk](hasRelatedRisk.md) | range | [Risk](Risk.md) | | [RiskIncident](RiskIncident.md) | [refersToRisk](refersToRisk.md) | range | [Risk](Risk.md) | | [AiSystem](AiSystem.md) | [hasRelatedRisk](hasRelatedRisk.md) | range | [Risk](Risk.md) | | [AiAgent](AiAgent.md) | [hasRelatedRisk](hasRelatedRisk.md) | range | [Risk](Risk.md) | | [AiEval](AiEval.md) | [hasRelatedRisk](hasRelatedRisk.md) | range | [Risk](Risk.md) | | [Question](Question.md) | [hasRelatedRisk](hasRelatedRisk.md) | range | [Risk](Risk.md) | | [Questionnaire](Questionnaire.md) | [hasRelatedRisk](hasRelatedRisk.md) | range | [Risk](Risk.md) | | [Adapter](Adapter.md) | [hasRelatedRisk](hasRelatedRisk.md) | range | [Risk](Risk.md) | ## Identifier and Mapping Information ### Schema Source - from schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology ## Mappings | Mapping Type | Mapped Value | | ------------ | ------------ | | self | airo:Risk | | native | nexus:Risk | ## LinkML Source ### Direct
```yaml name: Risk description: The state of uncertainty associated with an AI system, that has the potential to cause harms from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology is_a: Entry mixins: - RiskConcept slots: - hasRelatedAction - isDefinedByTaxonomy - isPartOf - detectsRiskConcept slot_usage: isPartOf: name: isPartOf description: A relationship where a risk is part of a risk group range: RiskGroup attributes: tag: name: tag description: A shost version of the name from_schema: https://w3id.org/ai-atlas-nexus/ai_risk rank: 1000 domain_of: - Risk risk_type: name: risk_type description: Annotation whether an AI risk occurs at input or output or is non-technical. from_schema: https://w3id.org/ai-atlas-nexus/ai_risk rank: 1000 domain_of: - Risk phase: name: phase description: Annotation whether an AI risk shows specifically during the training-tuning or inference phase. from_schema: https://w3id.org/ai-atlas-nexus/ai_risk rank: 1000 domain_of: - Risk descriptor: name: descriptor description: Annotates whether an AI risk is a traditional risk, specific to or amplified by AI. from_schema: https://w3id.org/ai-atlas-nexus/ai_risk rank: 1000 domain_of: - Risk multivalued: true concern: name: concern description: Some explanation about the concern related to an AI risk from_schema: https://w3id.org/ai-atlas-nexus/ai_risk rank: 1000 domain_of: - Risk class_uri: airo:Risk ````
### Induced
```yaml name: Risk description: The state of uncertainty associated with an AI system, that has the potential to cause harms from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology is_a: Entry mixins: - RiskConcept slot_usage: isPartOf: name: isPartOf description: A relationship where a risk is part of a risk group range: RiskGroup attributes: tag: name: tag description: A shost version of the name from_schema: https://w3id.org/ai-atlas-nexus/ai_risk rank: 1000 alias: tag owner: Risk domain_of: - Risk range: string risk_type: name: risk_type description: Annotation whether an AI risk occurs at input or output or is non-technical. from_schema: https://w3id.org/ai-atlas-nexus/ai_risk rank: 1000 alias: risk_type owner: Risk domain_of: - Risk range: string phase: name: phase description: Annotation whether an AI risk shows specifically during the training-tuning or inference phase. from_schema: https://w3id.org/ai-atlas-nexus/ai_risk rank: 1000 alias: phase owner: Risk domain_of: - Risk range: string descriptor: name: descriptor description: Annotates whether an AI risk is a traditional risk, specific to or amplified by AI. from_schema: https://w3id.org/ai-atlas-nexus/ai_risk rank: 1000 alias: descriptor owner: Risk domain_of: - Risk range: string multivalued: true concern: name: concern description: Some explanation about the concern related to an AI risk from_schema: https://w3id.org/ai-atlas-nexus/ai_risk rank: 1000 alias: concern owner: Risk domain_of: - Risk range: string hasRelatedAction: name: hasRelatedAction description: A relationship where an entity relates to an action from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasRelatedAction owner: Risk domain_of: - Risk range: Action multivalued: true inlined: false isDefinedByTaxonomy: name: isDefinedByTaxonomy description: A relationship where a concept or a concept group is defined by a taxonomy from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:isPartOf alias: isDefinedByTaxonomy owner: Risk domain_of: - Concept - Control - Group - Entry - Policy - Rule - RiskControlGroup - RiskGroup - Risk - RiskControl - Action - RiskIncident - CapabilityGroup - AiTaskDomain - AiTaskGroup - Stakeholder - StakeholderGroup - Requirement range: Taxonomy isPartOf: name: isPartOf description: A relationship where a risk is part of a risk group from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:isPartOf alias: isPartOf owner: Risk domain_of: - Entry - Risk - CapabilityGroup - LargeLanguageModel - AiTaskGroup - Stakeholder range: RiskGroup detectsRiskConcept: name: detectsRiskConcept description: The property airo:detectsRiskConcept indicates the control used for detecting risks, risk sources, consequences, and impacts. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology exact_mappings: - airo:detectsRiskConcept rank: 1000 domain: RiskControl alias: detectsRiskConcept owner: Risk domain_of: - Risk - RiskControl inverse: isDetectedBy range: RiskConcept multivalued: true inlined: false isDetectedBy: name: isDetectedBy description: A relationship where a risk, risk source, consequence, or impact is detected by a risk control. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 domain: RiskConcept alias: isDetectedBy owner: Risk domain_of: - RiskConcept inverse: detectsRiskConcept range: RiskControl multivalued: true inlined: false isMitigatedBy: name: isMitigatedBy description: A relationship where a risk, risk source, consequence, or impact is mitigated by a risk control. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 domain: RiskConcept alias: isMitigatedBy owner: Risk domain_of: - RiskConcept inverse: mitigatesRiskConcept range: RiskControl multivalued: true inlined: false isUsedWithinLocality: name: isUsedWithinLocality description: Specifies the domain an AI system is used within. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: airo:isUsedWithinLocality alias: isUsedWithinLocality owner: Risk domain_of: - RiskConcept - AiSystem range: LocalityOfUse multivalued: true inlined: false isDefinedByVocabulary: name: isDefinedByVocabulary description: A relationship where a term or a term group is defined by a vocabulary from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:isPartOf alias: isDefinedByVocabulary owner: Risk domain_of: - Entry - Term - Adapter - LLMIntrinsic range: Vocabulary hasDocumentation: name: hasDocumentation description: Indicates documentation associated with an entity. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: airo:hasDocumentation alias: hasDocumentation owner: Risk domain_of: - Dataset - Vocabulary - Taxonomy - Concept - Group - Entry - Term - Principle - RiskTaxonomy - RiskControlGroupTaxonomy - Action - BaseAi - LargeLanguageModelFamily - AiTaskTaxonomy - AiEval - EveryEvalAIResult - BenchmarkMetadataCard - Adapter - LLMIntrinsic range: Documentation multivalued: true inlined: false requiredByTask: name: requiredByTask description: Indicates that this entry is required to perform a specific AI task. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 domain: Entry alias: requiredByTask owner: Risk domain_of: - Entry - Capability inverse: requiresCapability range: Any multivalued: true inlined: false requiresCapability: name: requiresCapability description: Indicates that this entry requires a specific capability from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 domain: Any alias: requiresCapability owner: Risk domain_of: - Entry - LargeLanguageModel - AiTask - Adapter inverse: requiredByTask range: Any 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://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 domain: Any alias: implementedByAdapter owner: Risk domain_of: - Entry - Capability inverse: implementsCapability range: Any multivalued: true inlined: false hasRule: name: hasRule description: Specifying applicability or inclusion of a rule within specified context. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: dpv:hasRule alias: hasRule owner: Risk domain_of: - Entry - LLMQuestionPolicy - Rule - Requirement range: Rule multivalued: true inlined: false type: name: type description: The entry type or class designation specifying what kind of entry this is. from_schema: https://w3id.org/ai-atlas-nexus/common designates_type: true alias: type owner: Risk domain_of: - Vocabulary - Taxonomy - Concept - Control - Group - Entry - Policy - Rule - Permission - Prohibition - Obligation - Recommendation - Certification - BenchmarkMetadataCard - 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://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:identifier identifier: true alias: id owner: Risk domain_of: - Entity range: string required: true name: name: name description: A text name of this instance. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:name alias: name owner: Risk domain_of: - Entity - BenchmarkMetadataCard range: string description: name: description description: The description of an entity from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:description alias: description owner: Risk domain_of: - Entity range: string url: name: url description: An optional URL associated with this instance. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:url alias: url owner: Risk domain_of: - Entity range: uri dateCreated: name: dateCreated description: The date on which the entity was created. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:dateCreated alias: dateCreated owner: Risk domain_of: - Entity range: date required: false dateModified: name: dateModified description: The date on which the entity was most recently modified. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:dateModified alias: dateModified owner: Risk 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://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:exactMatch alias: exact_mappings owner: Risk 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://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:closeMatch alias: close_mappings owner: Risk 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://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:relatedMatch alias: related_mappings owner: Risk 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://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:narrowMatch alias: narrow_mappings owner: Risk 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://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:broadMatch alias: broad_mappings owner: Risk 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://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: nexus:isCategorizedAs alias: isCategorizedAs owner: Risk domain_of: - Entity range: Any multivalued: true inlined: false hasJurisdiction: name: hasJurisdiction description: The legal or political jurisdiction(s) in which this concept applies, expressed as ISO 3166-1 country codes. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: dpv:hasJurisdiction alias: hasJurisdiction owner: Risk domain_of: - Concept range: Jurisdiction multivalued: true inlined: false class_uri: airo:Risk ````