Migrated Regim’s core regime detection from 3-state
to 4-state HMM.

This required substantial refactoring of the backend: adding a 4th state (distinguishing “Crash” from “Bearish”), updating all 11 API endpoints to handle the new state space, re-validating
statistical tests, and fixing cascading issues with backtest accuracy, regime labeling, and volatility forecasting.