Subset: Trustworthiness
Characteristics of trustworthy AI systems (Part 1, ยง3):
Valid and Reliable, Safe, Secure and Resilient, Accountable and
Transparent, Explainable and Interpretable, Privacy-Enhanced, and
Fair with Harmful Bias Managed.
URI: Trustworthiness
Identifier and Mapping Information
Schema Source
- from schema: https://w3id.org/lmodel/nist-ai-rmf
Classes in subset
| Class | Description |
|---|---|
| Bias | A form of AI bias - a deviation that may be perpetuated or |
| TrustworthinessCharacteristic | A characteristic of a trustworthy AI system (Figure 4 / Part 1 |
Slots from Bias also in trustworthiness
| Name | Cardinality and Range | Description |
|---|---|---|
| bias_category | * BiasCategoryEnum |
Category or categories of bias addressed |
Slots in subset
| Slot | Description |
|---|---|
| bias_category | Category or categories of bias addressed |
| trustworthiness_characteristic | Trustworthiness characteristic(s) the element pertains to |
Enumerations in subset
| Enumeration | Description |
|---|---|
| BiasCategoryEnum | The three major categories of AI bias identified by NIST |
| TrustworthinessCharacteristicEnum | The seven characteristics of trustworthy AI systems described in |