The Feed

The latest market findings, original research, learning and updates from iPulse AI.

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  Research & Methods12 Oct 20268 min read

  When AI Advisors Agree: Distinguishing Forecast Risk from Forecast Reliability

  Seven AI frameworks can agree because an asset is easier to forecast. This outcome study tests agreement against visible risk and a no-change baseline, then distinguishes direction from magnitude.

  When AI disagreesAI working together
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  Research & Methods23 Aug 20262 min read

  When the Horizon Changes the Verdict: A Paired Study of 14,000 Multi-Agent Investment Reports

  Across 1,247 matched one-year and five-year consensus pairs covering 377 assets, the exact five-level verdict changed in 56.5% of pairs and the broader direction changed in 50.0%.

  How it worksAI working together
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  Market Insights23 Jul 202614 min read

  We Ran 4,523 AI Forecasts. 77% Contained Opposing Views.

  Making an investment decision is easy. Making one without emotion, selective evidence, or false certainty is not. Our latest market-wide analysis shows why disagreement may be one of the most useful signals.

  The bigger pictureAcross the markets
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  Concepts20 Jul 20267 min read

  Twelve AI Research Voices Looked at the Same Assets. Their Disagreement Was the Signal.

  What SpaceX, PetroChina, and NuScale reveal about using model disagreement as a research tool instead of treating consensus as truth.

  When AI disagreesDifferent points of view