In the short run, "MA stock price forecast" swings could be influenced by macroeconomic data releases, especially inflation trends and consumer confidence metrics. A report from The Information later in the month said that Alibaba was developing its own AI chips as export restrictions have made it difficult to get Nvidia chips. 2. Extensive experiments on multiple real-world stock price datasets show that our proposed integrated model achieves significant improvements in predictive performance compared to traditional deep learning approaches. Specifically, it demonstrates superior results in terms of Mean Squared Error (MSE), Mean Absolute Error (MAE), and the R-squared ( R 2 ) coefficient, highlighting its feasibility and effectiveness in real-world forecasting tasks. Based on recent trading data, the "MA stock price forecast" indicates consolidation near $455–$460, with institutional buying volume suggesting possible breakout. Economic indicators and rising consumer spending are reinforcing long-term bullish patterns.