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Research Lab

Methods, experiments and deep dives from the NataPulse research desk.

Two people examining information together on a laptop
Illustrative: Collaborative work at a laptop. Unsplash source

Complete archive

Every published Research Lab story, newest first.

  1. Inside the AutoResearch Lab: how we use it to continuously improve NataPulse

    A private experimentation control plane tests bounded changes to NataPulse's decision logic against frozen real-data eval sets — humans ship the winners.

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  2. From a Question to a Dossier: The 51-Section Master Index in Deep Research

    How NataPulse turns a single research question into a fixed 51-section equity dossier — with coverage status, claim-level citations, and derived confidence.

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