3 essays
Real Workflows
Practical tests of fast AI models on real work: customer support, marketing, research, coding, data extraction and product tasks.
01
A Week of Using a Fast Model for Marketing OperationsA structured one-week test design for using a fast AI model on everyday marketing-operatio...
Real Workflows
Oct 17, 2026
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02
Can GLM 5.3 Fast Extract Clean Data from Ugly PDFs and Spreadsheets?A practical test design for using GLM 5.3 Fast to extract clean structured data from messy...
Real Workflows
Oct 15, 2026
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03
A Product Manager's Test: Turning Customer Feedback into Prioritized ThemesA practical test design for using a fast AI model to turn messy customer feedback into str...
Real Workflows
Oct 14, 2026
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