Prompt Engineering Is No More - Strategic Thinking Has Returned
When it came to using Large Language Models (LLMs), it used to be all about prompt engineering, which was seen as the silver bullet to obtain the best possible answers with the help of generative AI. The limitations of this belief became apparent soon enough, and one began to turn to what has been termed context engineering. This involved inputting more advanced information from sources such as database summaries, retrieval pipelines, and contextual memory, among other things.
Given that LLM models have evolved considerably over time and today possess an enhanced ability to comprehend natural language, it is far less dependent on prompt engineering than in the past. The ability to apply strategic thinking in order to accurately describe the problems in question, ask pertinent questions, analyze AI-generated output, and use it to achieve one’s objectives is what is required these days.
The AI era does not advantage those who...
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