diff --git a/requirements.txt b/requirements.txt
index 5185c72..abadae1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -7,3 +7,7 @@ pytest>=8.0
 pytest-asyncio>=0.23
 respx>=0.21
 websockets>=12
+# Phase 3b dependencies (Chronos-2 + ML)
+transformers>=4.40
+chronos-forecasting>=1.4
+# torch: typically already installed via V1 venv; if not, install with CUDA support manually
diff --git a/signal_v2/config.py b/signal_v2/config.py
index fdc29de..e0c0033 100644
--- a/signal_v2/config.py
+++ b/signal_v2/config.py
@@ -34,6 +34,7 @@ class Settings:
                       str(Path(__file__).parent.parent / "signal_v1" / "data" / "kis_token.json"))
         )
     )
+    chronos_model: str = field(default_factory=lambda: os.getenv("CHRONOS_MODEL", "amazon/chronos-2"))
 
     @property
     def kis_is_virtual(self) -> bool:
diff --git a/signal_v2/state.py b/signal_v2/state.py
index 669953f..11fd7a6 100644
--- a/signal_v2/state.py
+++ b/signal_v2/state.py
@@ -8,9 +8,12 @@ class PollState:
     portfolio: dict | None = None
     news_sentiment: dict | None = None
     screener_preview: dict | None = None
-    # Phase 3a additions
     minute_bars: dict[str, deque] = field(default_factory=dict)
     asking_price: dict[str, dict] = field(default_factory=dict)
+    # Phase 3b additions
+    daily_ohlcv: dict[str, list[dict]] = field(default_factory=dict)
+    chronos_predictions: dict[str, dict] = field(default_factory=dict)
+    minute_momentum: dict[str, str] = field(default_factory=dict)
     last_updated: dict[str, str] = field(default_factory=dict)
     fetch_errors: dict[str, int] = field(default_factory=dict)