Put another way: in an 8-hour day, training gives you about 3 answers. With our checks, you get about 90.
Changing only the trainer should create a mismatch. Agreement after synchronization confirms the update arrived. Wave shapes are illustrative; the displayed mean logprob gaps are measured on full GLM-5.3.