entity · derived
Algorithmic bias
Derived node: assembled mechanically from the claims carrying algorithmic-bias. A roster, not an adjudicated definition.
Every claim under this term
- 4941807-001 : Ex-post AI governance, in which regulation is applied only after AI systems have been developed and deployed or after large language models have already been pretrained on existing proprietary dataset
- 4941807-010 : Strict data privacy regulation such as the GDPR imposes stringent conditions on data sharing that limit the amount and variety of data available to AI systems, which can reduce model performance and e
- 4941807-015 : A critical unsolved challenge for AI governance is bias mitigation, because biases enter inadvertently when algorithms incorporate discriminatory practices carried in the data used for training.
- 5541658-013 : Bias in judicial AI arises because models are trained on historical data that reflect past inequities, and the standard remedy of fairness through unawareness, meaning the omission of protected charac