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Monetization and Ethical Challenges of AI-Powered Mobile Apps, Especially in Emerging Markets?

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As AI becomes more prevalent in mobile app development, new monetization strategies and ethical concerns are emerging. For AI-powered mobile apps, beyond traditional ads and IAPs, what are innovative and sustainable monetization models that leverage AI capabilities (e.g., premium AI features, subscription tiers for advanced AI insights, data-driven personalized offers)? Also, what are the most pressing ethical challenges developers face when building AI into mobile apps, particularly concerning user data privacy, algorithmic bias, transparency in AI decision-making, and potential misuse of AI for manipulation? Are there specific considerations or best practices for addressing these challenges when targeting users in emerging markets like Bangladesh, where digital literacy and privacy regulations might differ from Western contexts? To provide a more comprehensive answer, I would perform the following searches: Here are two questions for a forum on "Mobile App Development Using AI," with a focus on their global implications and relevance to a Bangladeshi context where applicable:

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I’m especially interested in how these models perform in emerging markets like Bangladesh, where spending behavior, payment systems, and user expectations may differ.

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