3 articles in this category.
Cloud-scale AI will keep growing, but Taiwan's strongest software opportunity may be edge-first systems that combine local chips, lightweight models, and workflow-specific reliability.
What Duolingo's last two years reveal about AI-first strategy: massive upside in speed and scale, but real downside when execution looks like replacement instead of augmentation.
When customers say they can wait an hour, what they usually mean is they can tolerate about five minutes before trust starts decaying. The gap between stated and revealed tolerance is where AI products quietly fail.