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Risk Atlas Nexus
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IBM AI Risk Atlas
Architecture
Contribute your own taxonomy files
Add your own Chain of Thought (CoT) templates
Risk Categorization
Examples
Examples
🚀 Quick start
🚀 Quick start
Risk Atlas Nexus: Quick Start Guide
🔍 Discovery
🔍 Discovery
Risk identification
AI Tasks identification
Domain identification
Risk categorization
Preparing taxonomy mappings
📝 Questionnaire
📝 Questionnaire
Auto assist questionnaire
🔀 Mapping
🔀 Mapping
Preparing taxonomy mappings
Ontology
Ontology
Class: Action
Slot: action_type
Slot: actions
Class: Adapter
Slot: adapters
Enum: AdapterType
ai-risk-ontology
Slot: hasAiActorTask
ai_risk
Slot: hasAiActorTask
Class: AiAgent
Class: AiEval
Class: AiEvalResult
Slot: aievalresults
Class: AiLifecyclePhase
Class: AiModel
Slot: aimodelfamilies
Slot: aimodels
Class: AiModelValidation
Class: AiOffice
Class: AiProvider
Class: AiSystem
Enum: AiSystemType
Class: AiTask
Slot: aitasks
Class: Any
Slot: architecture
Slot: author
Class: BaseAi
Class: BenchmarkMetadataCard
Slot: benchmarkmetadatacards
Slot: bestValue
Type: Boolean
Slot: broadMatch
Slot: carbon_emitted
Slot: closeMatch
Slot: concern
Class: Consequence
Class: Container
Slot: contextWindowSize
Type: Curie
Class: DataPreprocessing
Class: Dataset
Slot: datasets
Type: Date
Slot: dateCreated
Slot: dateModified
Type: DateOrDatetime
Type: Datetime
Type: Decimal
Slot: describesAiEval
Slot: description
Slot: descriptor
Slot: detectsRiskConcept
Class: Documentation
Slot: documents
Type: Double
Class: Entity
Enum: EuAiRiskCategory
Slot: evaluations
Slot: evidence
Slot: exactMatch
Class: Fact
Slot: fine_tuning
Type: Float
Slot: gpu_hours
Slot: grants_license
Slot: hasAdapter
Slot: hasAdapterType
Slot: hasAiActorTask
Slot: hasAnnotation
Slot: hasAudience
Slot: hasBaselineResults
Slot: hasBenchmarkMetadata
Slot: hasCalculation
Slot: hasConsequence
Slot: hasConsiderationComplianceWithRegulations
Slot: hasConsiderationConsentProcedures
Slot: hasConsiderationPrivacyAndAnonymity
Slot: hasDataFormat
Slot: hasDataset
Slot: hasDataSize
Slot: hasDataSource
Slot: hasDataType
Slot: hasDemographicAnalysis
Slot: hasDocumentation
Slot: hasDomains
Slot: hasEuAiSystemType
Slot: hasEuRiskCategory
Slot: hasEvaluation
Slot: hasGoal
Slot: hasImpact
Slot: hasImpactOn
Slot: hasImplementation
Slot: hasInputModality
Slot: hasInterpretation
Slot: hasLanguages
Slot: hasLicense
Slot: hasLikelihood
Slot: hasLimitations
Slot: hasMethods
Slot: hasMetrics
Slot: hasModelCard
Slot: hasMRACard
Slot: hasOutOfScopeUses
Slot: hasOutputModality
Slot: hasParentDefinition
Slot: hasPart
Slot: hasRelatedAction
Slot: hasRelatedRisk
Slot: hasRelatedRisks
Slot: hasRelatedTerm
Slot: hasResources
Slot: hasRiskControl
Slot: hasSeverity
Slot: hasSimilarBenchmarks
Slot: hasStatus
Slot: hasSubDefinition
Slot: hasTasks
Slot: hasTerm
Slot: hasTrainingData
Slot: hasUnitxtCard
Slot: hasValidation
Slot: hasVariant
Slot: id
Class: Impact
Class: IncidentConcludedclass
Class: IncidentHaltedclass
Class: IncidentMitigatedclass
Class: IncidentNearMissclass
Class: IncidentOngoingclass
Class: IncidentStatus
Class: Input
Type: Integer
Slot: isComposedOf
Slot: isDefinedBy
Slot: isDefinedByTaxonomy
Slot: isDefinedByVocabulary
Slot: isDeployedBy
Slot: isDetectedBy
Slot: isDistributedBy
Slot: isImportedBy
Slot: isPartOf
Slot: isProvidedBy
Slot: isResultOf
Type: Jsonpath
Type: Jsonpointer
Class: LargeLanguageModel
Class: LargeLanguageModelFamily
Class: License
Slot: licenses
Class: Likelihood
Class: LLMIntrinsic
Slot: llmintrinsics
Slot: modalities
Class: Modality
Slot: name
Slot: narrowMatch
Type: Ncname
Type: Nodeidentifier
Slot: numParameters
Slot: numTrainingTokens
Type: Objectidentifier
Class: Organization
Slot: organizations
Slot: overview
Slot: performsTask
Slot: phase
Slot: power_consumption_w
Slot: producer
Slot: provider
Class: Question
Class: Questionnaire
Slot: refersToRisk
Slot: relatedMatch
Class: Risk
Class: RiskConcept
Class: RiskControl
Slot: riskcontrols
Class: RiskGroup
Slot: riskgroups
Class: RiskIncident
Slot: riskincidents
Slot: risks
Class: RiskTaxonomy
Class: Severity
Slot: source_uri
Type: Sparqlpath
Type: String
Slot: supported_languages
Slot: tag
Slot: taxonomies
Class: Term
Slot: terms
Slot: text
Type: Time
Slot: training_data_preprocessing
Slot: type
Type: Uri
Type: Uriorcurie
Slot: url
Slot: validated_by
Slot: value
Slot: version
Slot: vocabularies
Class: Vocabulary
Python Reference
Python Reference
Library commands
AI Risk Ontology
Risk Atlas Nexus
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