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03. Prompts

Prompt engineering is still a critical role in the success of AI, and it requires us to have some idea of the output we need to know what the input needs to be. To create this post, I prompted ChatGPT to write the article for me by giving it some key points to cover, and have posted the results below. The original prompt, created in 2-3 minutes, can be found at the end of the article.

Title: The Evolution of AI: From Prompt Engineering to Seamless Integration


In the rapidly advancing world of artificial intelligence (AI), the role of a prompt engineer has emerged as a crucial aspect in ensuring effective communication between humans and machines. However, as we navigate the complexities of this field, it becomes evident that the future lies in AI's ability to learn dynamically, reducing the need for over-engineering prompts.

The Role of a Prompt Engineer:

A prompt engineer serves as the architect of communication between humans and AI systems. Their responsibility is to craft prompts that guide AI models in generating meaningful and accurate responses. This involves understanding the nuances of language, context, and user intent. As the demand for skilled prompt engineers rises, various online courses have emerged to equip professionals with the necessary skills. These courses cover the intricacies of natural language processing, machine learning, and the art of creating prompts that yield desired outcomes.

Salary and Complexities:

The role of a prompt engineer is not without its challenges, and the compensation reflects the expertise required. With salaries ranging between $100,000 and $150,000 annually, these professionals are tasked with navigating the complexities of language intricacies and adapting to evolving AI technologies. Crafting prompts that strike the right balance between specificity and flexibility demands a deep understanding of both human communication and AI algorithms.

The Time-Consuming Nature of Prompts:

One significant challenge in the current AI landscape is the time-consuming process of prompt engineering. Crafting prompts that elicit desired responses often involves trial and error, requiring substantial time and effort. The need for expertise in understanding AI models and refining prompts adds an extra layer of complexity, taking away from the perceived magic of AI. As we strive for seamless integration of AI into our daily lives, this reliance on intricate prompts impedes the user experience and limits the true potential of artificial intelligence.

The Path Forward:

Looking ahead, the future of AI suggests a shift from manual prompt engineering towards more autonomous learning. As AI systems evolve, the goal is for them to dynamically adapt to natural prompts without the need for meticulous over-engineering. If AI is to become an integral part of our everyday lives, it must seamlessly understand and respond to human queries without feeling forced or artificial.


In conclusion, while prompt engineering currently plays a vital role in shaping human-AI interactions, the ultimate goal is to move beyond this reliance. As AI evolves, the need for meticulous prompt engineering should diminish, allowing for more intuitive and natural communication. By embracing this shift, we pave the way for AI to become an organic and indispensable part of our daily lives, eliminating the barriers posed by over-engineered prompts and creating a more harmonious relationship between humans and machines.

The original prompt:

Can you help me write an article? You're a marketing strategist writing about prompt engineering and how it is currently an important aspect to harness AI, but that eventually it must be obsolete as AI will be able to learn from itself and work dynamically with us to respond to more natural prompts without over-engineering them. Ensure it includes key points such as the role of a prompt engineer and the online courses available, that the salary is between $100,000 and $150,000 annually, and the complexities of the role. Then include key points on how time consuming prompts are, and that they require expertise to get the output needed, which takes away the magic of AI. Then summarise that if AI is truly to become part of our everyday lives, that it can't feel forced with over-engineered prompts.

Compare this to the results of a more simple prompt to chatGPT:

We're a generation that now knows how to navigate Google to get the results we need, so in a way we're all capable of engineering prompts without a degree. But without humans, AI is unable to truly create anything original. This holds AI as helpful, but until it's able to expand beyond the person using the AI as a tool, its an effort to use.

Ideally my post should include some original thought on what the future looks like without prompts, how technology can be utilised and in what way, and provide some food for thought on some AI scenarios today that will be different in 2024. Without paying for an AI tool, I'll have to go back to desk research and reading articles to find out when and how this will happen.

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