Representation theorems from decision theory yield label-free, exhaustive rationality checks and continuous penalties for LLM behavior.
On the meaning of the Critical Cost Efficiency Index
1 Pith paper cite this work. Polarity classification is still indexing.
abstract
This note provides a critical discussion of the \textit{Critical Cost-Efficiency Index} (CCEI) as used to assess deviations from utility-maximizing behavior. I argue that the CCEI is hard to interpret, and that it can disagree with other plausible measures of "irrational" behavior. The common interpretation of CCEI as wasted income is questionable. Moreover, I show that one agent may have more unstable preferences than another, but seem more rational according to the CCEI. This calls into question the (now common) use of CCEI as an ordinal and cardinal measure of degrees of rationality.
fields
econ.TH 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Revealed Rationality: Label-Free Evaluation and Regularization from Representation Theorems
Representation theorems from decision theory yield label-free, exhaustive rationality checks and continuous penalties for LLM behavior.