entity · derived
Pretrained models
Derived node: assembled mechanically from the claims carrying pretrained-models. A roster, not an adjudicated definition.
Every claim under this term
- 4796714-004 : Ex-post governance, which applies regulation only after AI systems are developed and deployed or after large language models have been pretrained on existing proprietary datasets, fails to address ris
- 4796714-037 : A decentralized data validation layer applied to pretrained models is efficient but structurally limited: because it cannot drive significant changes to the model's core design or training approach, i
- 4796714-038 : Broad community governance of AI training identifies and mitigates bias more effectively than data validation alone, because validation focused approaches can overlook systemic biases already embedded