# king-3 — Dynamics-heavy mixture (config A/B) **Lever:** retune `family_weights` only — same generator code as king-1. **Hypothesis:** more AR(2) / integrated / OU / threshold / regime mass improves LCB consistency (v12 local A/B direction, pushed further). **Tradeoff:** less weekly/seasonal/spectral coverage. **Score with:** ```bash cascade verify ./king-3 --chain-toml chain.toml cascade score ./king-3 --pool-dir ./my-heldout --device cuda --train-hours 0.5 --n-windows 256 ```