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    <description>Notes from building Quant Compose.</description>
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      <title>How private beta access opens</title>
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      <description>Quant Compose is in private beta. Access opens in stages by cohort, invitations arrive by email, and there is no self-serve sign-up during this period.</description>
      <pubDate>Sun, 06 Sep 2026 00:00:00 GMT</pubDate>
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      <title>Research, not execution: where Quant Compose stops</title>
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      <description>The workspace is a research product. It does not place trades, route orders or give investment advice, and every generated report says so.</description>
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      <title>The worst fold is the headline</title>
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      <description>A mean ROC AUC of 0.62 can hide a fold that barely beats a coin flip. The number that should lead a validation report is the worst one, not the average.</description>
      <pubDate>Tue, 25 Aug 2026 00:00:00 GMT</pubDate>
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      <title>What '119 methods' means, and what it doesn't</title>
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      <description>The catalogue spans 119 research methods across the whole workflow. Only 17 describe predictive-model families, and none is a count of selectable models.</description>
      <pubDate>Tue, 18 Aug 2026 00:00:00 GMT</pubDate>
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      <title>Why the workspace counts your trials against you</title>
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      <description>A backtest chosen from sixty tried configurations is a weaker claim than the same number tried once. How the workspace tracks that difference.</description>
      <pubDate>Mon, 10 Aug 2026 00:00:00 GMT</pubDate>
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      <description>What the workspace requires from an uploaded CSV, what happens when a column is missing, and which data providers it will and will not fetch from.</description>
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