Fix year to 2025 and clarify paper trading

README.md

@@ -36,7 +36,7 @@ An experiment in cross-market data fusion. A reinforcement learning agent traine
 
 **The thesis**: read the "fast" market (Binance) and trade the "slow" market (Polymarket) before the price adjusts.
 
-> **Note**: This represents ~10 hours of live trading data from a single run on New Year's Eve 2024. The model traded with a $500 fixed position size and $2,000 max exposure (up to 4 concurrent positions).
+> **Note**: This represents ~10 hours of paper trading data from a single run on New Year's Eve 2025. The model traded with a $500 fixed position size and $2,000 max exposure (up to 4 concurrent positions).
 
 ## Results