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A new study reveals that incorporating the Sequential Monte Carlo (SMC) algorithm can dramatically improve the quality of code produced by artificial intelligence systems. Researchers from MIT, Yale, McGill University, and other leading institutions collaborated to demonstrate how SMC enhances the accuracy and reliability of AI-generated code, paving the way for more dependable and robust software solutions.