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The article discusses the potential impact of large language models (LLMs), or generative AI (GenAI), on the world of data science. While LLMs have not yet been widely adopted in South Africa, they are already causing disruptions and changing the way data scientists work. However, LLMs are not without their limitations and may require supervision for high-risk decision-making and sensitive engagements with customers. The article also mentions the potential for AI-powered analytics and code-assist AI tools to democratize data skills.