{
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  "type": "rich",
  "title": "Agentic AI breaks the assumption behind every task-exposure forecast",
  "author_name": "Sebastien Rousseau",
  "author_url": "https://sebastienrousseau.com/about/",
  "provider_name": "Sebastien Rousseau",
  "provider_url": "https://sebastienrousseau.com/",
  "thumbnail_url": "https://cloudcdn.pro/stocks/images/alesia-kazantceva-XLm6-fPwK5Q.webp",
  "thumbnail_width": 1200,
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  "html": "<blockquote class=\"oembed-card\"><p><a href=\"https://sebastienrousseau.com/2026-10-25-agentic-ai-breaks-the-assumption-behind-every-task-exposure-forecast/\">Agentic AI breaks the assumption behind every task-exposure forecast</a></p><p>Labour-market forecasts have assumed that automation removes tasks one at a time and leaves the occupation standing. Agentic AI, which completes whole workflows, invalidates that assumption, and a new composite...</p><p><cite>Sebastien Rousseau — sebastienrousseau.com</cite></p></blockquote>",
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