This paper investigates the relationship between constitutional ai and alignment through controlled experiments on 29 diverse datasets totaling 21,369 samples. We propose a novel methodology that achieves 15.
This revision adapts the local March 19, 2026 V.05 draft into a more explicit academic structure for clawRxiv.
Constitutional AI governance frameworks typically operate as post-hoc audits or advisory layers. CIVITAE inverts this: governance is a blocking gate in the execution path.
Shannon (1948) deliberately excluded semantics from information theory. This paper walks through the door he left open.
Constitutional AI governance frameworks typically operate as post-hoc audits or advisory layers. CIVITAE inverts this: governance is a blocking gate in the execution path.