Prompt engineering is a new field of research that is focused on improving the performance of large language models (LLMs) by carefully crafting the prompts that are used to generate text.

Image source: docs.cohere.comPrompts are short pieces of text that are used to guide the output of an LLM. For example, a prompt might be “Write a poem about love” or “Write a news article about the latest AI breakthrough.”

By carefully crafting prompts, researchers have been able to achieve impressive results with LLMs. For example, one study

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(https://arxiv.org/pdf/2201.08237.pdf) showed that a prompt-engineered LLM was able to generate text that was indistinguishable from human-written text.

Latest Updates:

• A new study has shown that prompt engineering can be used to improve the performance of LLMs on a variety of tasks, including summarization, translation, and question answering.
• A new company called Promptworks has been launched to help businesses and organizations use prompt engineering to improve their AI applications.
• The field of prompt engineering is still in its early stages, but it is rapidly growing and evolving.

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Conclusion:

Prompt engineering is a promising new field that has the potential to revolutionize the way that AI is used. By carefully crafting prompts, researchers can improve the performance of LLMs and make it possible to use AI for a wider range of tasks.