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Blogs

Insights, research notes, and product thinking

A dedicated space for MadScientist writing on Scientific Intelligent Models, evidence-first search, and deep-tech research workflows.

Scientific Intelligence

How evidence-first AI changes deep-tech research workflows

A closer look at why research teams need grounded answers, traceable sources, and contextual reasoning instead of generic generation.

June 16, 2026
5 min read
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SIM

Building Scientific Intelligent Models for real-world discovery

An overview of how SIMs are designed to reason across formulas, papers, systems, and technical dependencies in frontier domains.

June 16, 2026
6 min read
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Product

What trustworthy retrieval looks like in deep-tech search

Notes from the MadScientist product direction on citations, validation, and decision support for technical teams.

June 16, 2026
4 min read
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SIM

Why Scientific Intelligent Models Are Necessary

Why humanity needs Scientific Intelligent Models that can move beyond language prediction into scientific reasoning, structured cognition, and reality-aware discovery.

June 16, 2026
8 min read
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