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      <title><![CDATA[How Multi-Agent Debate Reduces AI Hallucination in Financial Research]]></title>
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      <description><![CDATA[Single-model analysis is prone to confident errors. Here's why a structured bull/bear debate between specialized AI agents produces more reliable trading signals — and how Valarn implements it.]]></description>
      <category>AI Research</category>
      <author>Dr. Marcus Chen</author>
      <pubDate>Fri, 08 May 2026 09:00:00 GMT</pubDate>
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      <title><![CDATA[Getting Started with Valarn: Your First Analysis Run]]></title>
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      <description><![CDATA[A step-by-step walkthrough for running your first AI stock analysis — from creating a watchlist to reading the final BUY/SELL/HOLD signal.]]></description>
      <category>Tutorials</category>
      <author>Sarah Kim</author>
      <pubDate>Wed, 06 May 2026 09:00:00 GMT</pubDate>
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      <title><![CDATA[Introducing Ensemble Runs: How We Reduce Signal Noise]]></title>
      <link>https://valarn.com/blog/introducing-ensemble-runs-signal-noise</link>
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      <description><![CDATA[LLMs have inherent randomness. Running the same analysis 3× and merging by majority vote produces dramatically more stable, higher-confidence signals.]]></description>
      <category>Product</category>
      <author>Alex Rivera</author>
      <pubDate>Sun, 03 May 2026 09:00:00 GMT</pubDate>
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      <title><![CDATA[Comparing GPT-4o vs Claude Sonnet for Financial Analysis Tasks]]></title>
      <link>https://valarn.com/blog/gpt-4o-vs-claude-sonnet-financial-analysis</link>
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      <description><![CDATA[We ran 500 identical analyses across both models and measured signal accuracy, reasoning depth, and hallucination rate. The results surprised us.]]></description>
      <category>AI Research</category>
      <author>Dr. Marcus Chen</author>
      <pubDate>Tue, 28 Apr 2026 09:00:00 GMT</pubDate>
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      <title><![CDATA[What the Sentiment Analyst Saw Before the March 2026 Rally]]></title>
      <link>https://valarn.com/blog/sentiment-analyst-march-2026-rally</link>
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      <description><![CDATA[A retrospective on the signals our Sentiment Analyst produced in the weeks before a 15% market rally — and what it means for AI-driven market timing.]]></description>
      <category>Market Analysis</category>
      <author>Jordan Park</author>
      <pubDate>Wed, 22 Apr 2026 09:00:00 GMT</pubDate>
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    <item>
      <title><![CDATA[Backtest Mode: How to Validate Your AI Signal Strategy]]></title>
      <link>https://valarn.com/blog/backtest-mode-validate-ai-signal-strategy</link>
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      <description><![CDATA[Backtest mode lets you run Valarn as if it were a past date. Here's how to use it to validate whether a signal would have been accurate historically.]]></description>
      <category>Tutorials</category>
      <author>Sarah Kim</author>
      <pubDate>Wed, 15 Apr 2026 09:00:00 GMT</pubDate>
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      <title><![CDATA[Why We Built Valarn: Democratizing Institutional Research]]></title>
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      <description><![CDATA[Hedge funds have research teams. Individual traders have news feeds. We built Valarn to close that gap — here's the story.]]></description>
      <category>Company</category>
      <author>James Osei</author>
      <pubDate>Fri, 10 Apr 2026 09:00:00 GMT</pubDate>
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