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Advancements in Code Generation AI
This chapter explores the development of AlphaCodium, an innovative open-source code generation tool that incorporates adversarial models for code integrity. It discusses the evolution of coding AI, including Meta's CodeLlama70b and the emerging concept of Meta Prompting, which enhances language models through task-oriented scaffolding. The chapter also delves into speculative sampling techniques, emphasizing their potential to improve output generation speed and quality in AI systems.