In this article, you'll learn how Big Tech companies like Google, OpenAI, Anthropic, and NVIDIA collaborate on prompt engineering and what principles they share. Find out how to apply these principles to create reliable AI workflows.
Jan 25, 2026
6 min
Summarize with
Why Big Tech Agrees on Prompt Engineering
Google, OpenAI, Anthropic, and NVIDIA recommend different models, but the same prompt principles. Why this is the case and what you can learn from it for reliable AI workflows.
Prompt Engineering sounds like secret knowledge or a developer discipline to many. However, the official Prompt Engineering Guides from Google, OpenAI, Anthropic, and NVIDIA paint a surprisingly clear picture.
Different companies.
Different products.
Different target groups.
And yet, they all agree on the Prompt Engineering Best Practices.
The reason is simple: All these companies build AI systems that must function reliably, reproducibly, and scalably. That's why their recommendations follow the same fundamental principles.
Prompt Engineering is Communication, not Coding
A central point appears in all Prompt Engineering Guides:
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