entity · derived
Human in the loop
Derived node: assembled mechanically from the claims carrying human-in-the-loop. A roster, not an adjudicated definition.
Every claim under this term
- 4796714-017 : Using human judgment to uncover unconscious bias in AI can perpetuate the very biases it is meant to remove, because human reviewers carry their own implicit biases and may lack the expertise to ident
- 4855607-016 : There is a trade off in RLHF between the agent imitating human advice and learning autonomously, and human guidance that is too specific will prevent the agent from discovering novel optimal strategie
- 5095633-021 : Human-in-the-loop annotation, including under ethical labor models, imposes financial and time costs large enough to slow the pace at which AI models can be upgraded.
- 5541658-010 : The Shenzhen courts illustrate a workable three step human-in-the-loop design for generative judicial AI: the judge decides first, the LLM generates the supporting reasoning, and the judge then revise
- 5541658-016 : Keeping judges ultimately accountable through a human-in-the-loop review of AI generated reasoning, as practiced in Shenzhen, does not fully resolve the accountability problem in AI assisted adjudicat