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        <description>Financial-news intelligence — dedup, impact, megatrends.</description>
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            <title><![CDATA[13 headlines, 1 event: how we collapse news noise into a single signal]]></title>
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            <pubDate>Mon, 20 Jul 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[One corporate event routinely shows up as a dozen near-identical stories. Here's the method we use to collapse them into one signal — and why byte-matching and pure embeddings both fail at it.]]></description>
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