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Discuss the theoretical considerations behind integrating artificial intelligence and machine learning algorithms to enhance predictive modeling and optimization of chemical reaction pathways in industrial applications.

Discuss the theoretical considerations behind integrating artificial intelligence and machine learning algorithms to enhance predictive modeling and optimization of chemical reaction pathways in industrial applications.

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