THE LIVING ARCHIVE

From punched cards to autonomous collaborators: the ideas, people, languages and systems that taught machines to follow—and increasingly interpret—human intent.

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Tag: ai-product-metrics

Task Success vs User Growth: What Should a Gamified AI System Optimize?

Task completion and user growth are related but distinct. Motivational AI needs an optimization hierarchy that rewards immediate success without making users permanently dependent on assistance.

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