The provided source material, primarily an article titled "🤔Anthropic & OpenAI Usage Insights" from "The Data Pro News," analyses the emerging landscape of Artificial Intelligence adoption across consumer and enterprise settings. The article explains that whilst consumer AI, such as OpenAI's ChatGPT, shows a democratising effect by reducing usage disparities, enterprise adoption is strikingly different, with 77% of deployments following automation patterns that concentrate competitive advantage. This divergence creates "dual trajectories" that profoundly impact data engineering professionals, whose core responsibilities must shift from traditional pipeline management to AI infrastructure enablement capable of supporting both human-advisory and fully automated workflows. The text concludes with strategic recommendations, urging data engineering teams to prioritise capability over cost in infrastructure and treat data modernisation as the primary strategic initiative for future success.

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