Ryan Kirby, Simatree’s Senior Technology Manager, Application Architecture, has developed a series of Insights to demystify various aspects of artificial intelligence. Read the first post in the series here and read more of Simatree’s Insights on AI here.
Artificial intelligence (AI) is fast evolving. Prompt engineering has emerged as a crucial discipline that shapes how we interact with AI technologies. But what exactly is prompt engineering, and why is it so vital to the use of AI? Prompt engineering involves crafting precise and effective prompts that guide AI models, particularly large language models (LLMs), to generate desired outcomes. This practice is becoming fundamental in fields ranging from customer to creative content generation, and will soon be needed beyond.
If you’ve ever interacted with voice assistants like Siri or Alexa, you’ve engaged in a basic form of prompt engineering. The way you phrase your request – “Play some focus music” versus “Play Moonlight Sonata” – can yield vastly different results. Considering the various nuances of the many pieces under the hood (like LLM architecture, training data, tokenization, parameters, temperature, etc.), a creative prompt engineer can truly harness interactions with AI, get correct and thoughtful answers, and spend a lot less time iterating with the AI. This is key to leveraging AI to make you more efficient at your job, or learning new jobs faster than others.
We’ve learned over the years what Alexa or Siri can and cannot do, and how to phrase our requests to get the most out of these systems. This experience mirrors the evolving discipline of prompt engineering. For instance, asking ChatGPT to draft an outline for a paper is useful, but adding qualifiers like “act as a marketing expert” can yield an even more tailored and sophisticated output. By understanding and leveraging these subtleties, we can unlock deeper layers of AI functionality, enhancing customization and efficiency in our interactions with these advanced technologies.
It’s a lot to educate yourself on, the targets are moving fast, but it can be approachable with time and priority. AI is not going to take your job, but someone using AI might. This is something we at Simatree take to heart. Whether you are utilizing AI on the job, or even at home for day-to-day use or a hobby project, it is quickly improving output cadence of all sorts of thought work.
At the basic level, simply understanding that there is a wealth of knowledge buried in a language model is akin to having better “Google-fu” than someone else. Products like Perplexity.ai can quarter the time you spend doing internet research. Or, asking ChatGPT to write you an outline for something you’re struggling to start drafting. AI is enabling everyone to simply move faster and faster in thought work. This list of applications is growing monthly.
As AI continues to advance and change, the technical underpinnings will enable more strengths and new functions. The role of prompt engineering is already a constant change, but it is expected to grow in importance, making it a fascinating and essential area in the landscape of technology and innovation. The bottom line is prompt engineering is a skill to be honed if you want to be more competitive and efficient.
