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  "path": "/thought-leader/opinion/2026-03-10-the-non-linear-reality-of-ai-why-markets-regulators-and-nations-must-prepare-for-sudden-leaps/",
  "publishedAt": "2026-03-10T09:13:30.000Z",
  "site": "https://mg.co.za",
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  "textContent": "Artificial intelligence does not evolve gradually.  It jumps. It produces quiet plateaus followed by discontinuities that shock incumbents, confuse forecasters and reorder competitive landscapes.",
  "title": "The non-linear reality of AI: Why markets, regulators and nations must prepare for sudden leaps"
}