It is ironic that the 1980s failures of "expert system" and "rules-based AI" are not informing those building language models. Simply changing the "programming language" from Prolog to natural language, and "rules" to "constitution" fails to recognize the learned limits of attempting to encode ground rules of a system a priori declaratively.