Nowadays in year 2025, the storm of generative AI already happening for about two and the half years. But what is the role of AI models such as Open AI models, Gemini models, and many other open-source models such as Llama and Phi from developer's perspective?
From a raw perspective, all AI models are just a raw material that required to build some things useful, but by itself it can be very primitive. Developers should use the raw material and by creativity and innovation build some things useful using the generative AI models.
By using another metaphor, AI models are just like programming languages, a programming language can be powerful, but without developers to build and innovate new pieces of software, the programming itself cannot be as useful as it can.
Therefore, it is important and useful to at least learn how to apply the AI model before that can further innovate new pieces of software instead of just leaving generative AI as chatbots only. Developers do not always need to learn about machine learning, though it some time be useful and help, but they must learn how to apply the AI models.
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