2min snip

Practical AI: Machine Learning, Data Science, LLM cover image

Collaboration & evaluation for LLM apps

Practical AI: Machine Learning, Data Science, LLM

NOTE

Empower Expertise: Bridging Domains with Direct Engagement

The evolution of language models and AI allows product managers and subject matter experts to engage directly in application development, minimizing the traditional gap between conceptualization and implementation. This shift enables domain experts to contribute their insights, such as defining specific outputs based on user needs, enhancing the relevance of application features. For instance, AI tools can now create tailored summaries for varying contexts, showcasing the domain expert's crucial role in formulating prompts and enhancing the application's functionality. While software engineers remain essential for the broader application development, the growing involvement of product managers and experts signifies a shift towards more collaborative and efficient product development, reducing reliance on specialized machine learning expertise.

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