Blog

Thoughts on AI systems, engineering, and first principles.

Why I Built Immigrant-One: A Platform to Help Immigrants Navigate Their Careers in Canada
April 5, 2026

Why I Built Immigrant-One: A Platform to Help Immigrants Navigate Their Careers in Canada

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Why Human-Centred AI Is the Missing Link Between Industry 4.0 and Sustainable Performance
February 28, 2026

Why Human-Centred AI Is the Missing Link Between Industry 4.0 and Sustainable Performance

Most Industry 4.0 initiatives have prioritized technical performance: uptime, throughput, accuracy, and efficiency. Human factors—trust, cognitive load, motivation, and decision confidence—were often treated as secondary considerations.

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