Subset: RiskAndHarm
Risk, impact, harm, residual risk, risk tolerance, risk
measurement challenges, and risk response options (Part 1, §1).
URI: RiskAndHarm
Identifier and Mapping Information
Schema Source
- from schema: https://w3id.org/lmodel/nist-ai-rmf
Classes in subset
| Class | Description |
|---|---|
| Harm | A negative impact that may be experienced by individuals, |
| Impact | A positive, negative, or both consequence of an AI system |
| ResidualRisk | Risk remaining after risk treatment (ISO Guide 73) |
| Risk | The composite measure of an event's probability of occurring and |
| RiskMeasurementChallenge | A challenge that complicates measurement of AI risks |
| RiskTolerance | The organization's or AI actor's readiness to bear risk in order |
Slots from Harm also in risk_and_harm
| Name | Cardinality and Range | Description |
|---|---|---|
| affects | * NamedThing |
Entities (people, organizations, ecosystems) the risk or harm |
| harm_category | 0..1 HarmCategoryEnum |
The high-level harm category (people / organization / ecosystem) |
| harm_to_people_subcategory | 0..1 HarmToPeopleSubcategoryEnum |
The sub-category when harm is to people (individual / group / societal) |
| magnitude | 0..1 String |
Magnitude or degree of consequences if the event occurs (free |
Slots from Impact also in risk_and_harm
| Name | Cardinality and Range | Description |
|---|---|---|
| affects | * NamedThing |
Entities (people, organizations, ecosystems) the risk or harm |
| impact_sign | 0..1 ImpactSignEnum |
Whether the impact is positive, negative, or both |
| likelihood | 0..1 Float |
Estimated probability of the event occurring (0 |
| magnitude | 0..1 String |
Magnitude or degree of consequences if the event occurs (free |
Slots from ResidualRisk also in risk_and_harm
| Name | Cardinality and Range | Description |
|---|---|---|
| impact_sign | 0..1 ImpactSignEnum |
Whether the impact is positive, negative, or both |
| is_residual | 0..1 Boolean |
Whether this risk represents risk remaining after risk treatment |
| likelihood | 0..1 Float |
Estimated probability of the event occurring (0 |
| magnitude | 0..1 String |
Magnitude or degree of consequences if the event occurs (free |
| risk_response | 0..1 RiskResponseEnum |
The chosen risk treatment option |
Slots from Risk also in risk_and_harm
| Name | Cardinality and Range | Description |
|---|---|---|
| impact_sign | 0..1 ImpactSignEnum |
Whether the impact is positive, negative, or both |
| is_residual | 0..1 Boolean |
Whether this risk represents risk remaining after risk treatment |
| likelihood | 0..1 Float |
Estimated probability of the event occurring (0 |
| magnitude | 0..1 String |
Magnitude or degree of consequences if the event occurs (free |
| risk_response | 0..1 RiskResponseEnum |
The chosen risk treatment option |
Slots in subset
| Slot | Description |
|---|---|
| affects | Entities (people, organizations, ecosystems) the risk or harm |
| harm_category | The high-level harm category (people / organization / ecosystem) |
| harm_to_people_subcategory | The sub-category when harm is to people (individual / group / societal) |
| impact_sign | Whether the impact is positive, negative, or both |
| is_residual | Whether this risk represents risk remaining after risk treatment |
| likelihood | Estimated probability of the event occurring (0 |
| magnitude | Magnitude or degree of consequences if the event occurs (free |
| risk_response | The chosen risk treatment option |
Enumerations in subset
| Enumeration | Description |
|---|---|
| HarmCategoryEnum | High-level categories of harm related to AI systems (Figure 1) |
| HarmToPeopleSubcategoryEnum | Sub-categories of harm to people, per Figure 1 |
| ImpactSignEnum | Whether an impact of an AI system is positive, negative, or both |
| RiskMeasurementChallengeEnum | Challenges that complicate AI risk measurement (Part 1 §1 |
| RiskResponseEnum | Treatment options for AI risks (MANAGE 1 |