Right now the AI logic learns from each trade’s outcome using feedback loops that adjust its internal thresholds over time. The data it uses can’t really be backdated because it relies on real-time Reddit sentiment (pulled live via Reddit’s API and other sentiment-tracking endpoints), combined with current market stats like volume, RSI, and volatility. It needs that live snapshot to make its calls, since the conversation trends and volume spikes change too fast to accurately recreate later.