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\ML models can capture trend and momentum information and forecast future price movements by utilizing a variety of techniques, including time series analysis [. We demonstrate that XAI modeling is capable of predicting cryptocurrency prices during the recent cryptocurrency downturn identified as associated in part with. The Role of AI-Powered Crypto Prediction Platforms in the Crypto Prediction Market. Traders and investors can make more informed decisions based on AI-generated predictions. These predictions provide valuable insights into potential price movements, allowing market participants to adjust their strategies accordingly.