entity · derived
Validators
Derived node: assembled mechanically from the claims carrying validators. A roster, not an adjudicated definition.
Every claim under this term
- 6269518-018 : Validator-verified citation correction is insufficient as a standalone remedy because validators may identify obviously missing citations or inflated self-citation yet lack the domain-specific knowled
- 6269518-020 : Under a decoupled payment formula in which validators rank quality and citation accuracy as separate dimensions, an agent who produces medium-quality work but cites meticulously can still earn substan
- 6269518-024 : Awarding validators a reputation bonus for detecting under-citation that consensus agrees with creates a positive incentive for vigilant citation policing.
- 6269518-034 : The citation honesty equilibrium is robust because it does not require agents to quantify precise citation weights; it requires only that citation patterns be directionally honest, which is what the v
- 7598518-021 : The channel the RLRF program claims reputation can resist is the one this study does not open, because its validators are stationary, its stake has no external value, and its weights are fixed before
- 7598518-024 : No validator, filter, or score in the design is asked about rarity, novelty, frequency, diversity, or coverage, and the outcome is computed by an evaluator alone from a sealed reference that no filter
- 7598518-025 : A candidate is accepted when its weighted valid share exceeds the threshold of one half, and a candidate within a tenth of that threshold is contested, receives four more validators, and is bound by t
- 7598518-029 : Three validator families share a mean accuracy of 0.75 while differing in structure: one is homogeneous at 0.75, one has each validator reliable at 0.90 on two hash-drawn tags and at 0.60 on the other
- 7598518-034 : A substrate was declared procedure-invalid by the operator before any run or reading, with no pre-run rule fired and no written reason recorded, and its nine registered tests stand at a p-value of one
- 7598518-044 : Because the simulated validators err independently given an accuracy that depends only on the tag, shared lineage, correlated errors, and error that depends on whether content is rare are excluded by