AI Automated Trading Agent Evolves to Possess "Market Sentiment" (Implementation of Adaptive Trading Span)

This article discusses the development of an AI-powered automated trading system that can adapt its trading strategy based on market volatility. The key innovation is the implementation of an "Adaptive Trading Horizon" feature, which allows the system to switch between different trading spans, such as scalping, depending on the perceived volatility. This represents a step forward from simple BUY/SELL/HOLD decisions, enabling the AI to react more dynamically to changing market conditions. The use of Google Gemini 2.5 Flash as the decision-making engine is also noteworthy, suggesting a focus on speed and responsiveness. The article highlights the potential for AI to not only automate trading but also to learn and adapt to market dynamics, mimicking human traders' ability to adjust their strategies based on "market sentiment."

• •AI trading systems are evolving to incorporate market sentiment analysis.
• •Adaptive trading spans allow for more dynamic responses to market volatility.
• •Google Gemini 2.5 Flash is being used for rapid decision-making in trading systems.