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Apple Intelligence: Navigating the AI 80/20 Rule | Dave Feldman | July 2025

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Navigating AI Launch Pitfalls: The Apple Case Study

In a recent wave of criticism, Apple faced scrutiny for its ambitious AI advancements, particularly with Siri’s new features. Set against the booming AI landscape, the company seems to have rushed a product that wasn’t fully ready. Here’s what you need to know:

  • AI 80/20 Concept: The gap between impressive demos and real-world functionality can deceive even seasoned companies.
  • Case Studies: Apple’s mishaps mirror broader challenges faced by tech giants like Figma and Google, emphasizing the risks of AI product launches.
  • The Challenge of LLMs: LLMs are often nondeterministic, leading to potential misfires when scaling from prototypes to live environments.

As AI enthusiasts, understanding these challenges is crucial for fostering realistic expectations and enhancing product development.

💡 Let’s spark a conversation! How can companies better manage AI launches? Share your thoughts and experiences below!

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