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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Youssef Aatif

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Open access Jul 2026

Measuring the quality and efficiency of AI-generated codes for financial markets prediction with LSTM

This study evaluates the LSTM code generated by seven assistants ChatGPT 4.5, GitHub Copilot, Deepseek 3, Perplexity, Gemini 2.0 Pro, Claude 3.7 Sonnet, and Meta's Llama from a single standardized prompt, on three indices.

Meryem Gharmili, Youssef Aatif, Alj Abdelkamel · 0 citations

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