Under cached oracle responses, identification and output-quality ceilings are governed by total variation distance and expected transcript-computable score; fresh responses raise these ceilings at the Chernoff rate for identification and via geometric stopping for output quality.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CC 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Computing with Stochastic Oracles in AI-Augmented Computation
Under cached oracle responses, identification and output-quality ceilings are governed by total variation distance and expected transcript-computable score; fresh responses raise these ceilings at the Chernoff rate for identification and via geometric stopping for output quality.