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Applied AI·September 1, 2026·1 min read

Macquarie University swaps in-person psychology classes with AI chatbot for two subjects

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Replacing in-person psychology tutorials with an AI chatbot and quizzes is cost optimization that directly trades off against faculty roles and student experience. Education operators experimenting with this model should assume labor and quality backlash and design metrics that go beyond enrollment and margin.