Subjective conceptual reasoning tasks often fail as benchmarks because they lack objective truth. A new proposal suggests measuring AI capabilities by predicting a specific person's judgment instead of a general probability. This shift aims to reduce sloppiness in AI alignment research. Practitioners can use this to better quantify reasoning in disputed domains.