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A cognition engine for science with Allen Stewart thumbnail

Hanselminutes with Scott Hanselman

A cognition engine for science with Allen Stewart

12 Mar 2026

TXTextControl's platform-agnostic .NET integration across Windows, Linux, and cloud environments, paired with AI-driven memory systems that boost scientific research efficiency, reduce token usage, and enable drug discovery and data analysis through cognitive engines balancing fast/slow thinking, dynamic memory storage, and knowledge-grounded outputs, while addressing challenges like token costs and hallucinations via lab-in-the-loop collaboration and future memory-driven problem-solving research.

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