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    "slug": "news-ingestion-and-semantic-correlation-14",
    "title": "News Ingestion and Semantic Correlation",
    "description": "The dashboard strategy calls for geopolitical and news ingestion, but a robust system must distinguish automated discovery from editorial interpretation.Core IdeasPipelineIngest, deduplicate, classify, correlate, review, annotate, and publish as separate stages.ConfidenceShow whether a signal is machine-suggested, edit…",
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    "published_utc": "2026-05-14T21:12:09Z",
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        "html": "<div class=\"editorial-callout\">\n<p>The dashboard strategy calls for geopolitical and news ingestion, but a robust system must distinguish automated discovery from editorial interpretation.</p>\n</div>\n<section class=\"section-directory\">\n<h2>Core Ideas</h2>\n<div class=\"section-directory-grid\">\n<article class=\"section-directory-card\"><strong>Pipeline</strong><span>Ingest, deduplicate, classify, correlate, review, annotate, and publish as separate stages.</span></article>\n<article class=\"section-directory-card\"><strong>Confidence</strong><span>Show whether a signal is machine-suggested, editor-reviewed, contested, stale, or rejected.</span></article>\n<article class=\"section-directory-card\"><strong>Reader safety</strong><span>Do not use automation to imply prophetic certainty from current events.</span></article>\n</div>\n</section>\n",
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