A.3.3:5.4 - Knowledge dynamics

A claim portfolio uses belief, evidence weight, source currentness, and contestability as state coordinates. An episteme declaring a Bayesian or likelihood update as the transition law over that claim-state space is U.Dynamics. Identify which incoming observation changes a belief coordinate under the update rule. Name the source content used to support or challenge the specified claim for that update.