{"id":167368,"date":"2023-07-12T12:22:48","date_gmt":"2023-07-12T17:22:48","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/07\/microsofts-automatic-prompt-optimization-improves-prompts-to-boost-llm-performance"},"modified":"2023-07-12T12:22:48","modified_gmt":"2023-07-12T17:22:48","slug":"microsofts-automatic-prompt-optimization-improves-prompts-to-boost-llm-performance","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/07\/microsofts-automatic-prompt-optimization-improves-prompts-to-boost-llm-performance","title":{"rendered":"Microsoft\u2019s Automatic Prompt Optimization Improves Prompts to Boost LLM Performance"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/microsofts-automatic-prompt-optimization-improves-prompts-to-boost-llm-performance.jpg\"><\/a><\/p>\n<p>The recent rise of powerful large language models (LLMs) has revolutionized the field of natural language processing (NLP).<\/p>\n<p>The performance of these generative models is largely dependent on users\u2019 prompts, which are becoming increasingly detailed and complex.<\/p>\n<p>A Google Trends search reveals a hundredfold increase in popularity for the term \u201cprompt engineering\u201d over the last six months, and social media is teeming with novel prompting tips and templates.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The recent rise of powerful large language models (LLMs) has revolutionized the field of natural language processing (NLP). The performance of these generative models is largely dependent on users\u2019 prompts, which are becoming increasingly detailed and complex. A Google Trends search reveals a hundredfold increase in popularity for the term \u201cprompt engineering\u201d over the last [\u2026]<\/p>\n","protected":false},"author":556,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-167368","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/167368","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/556"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=167368"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/167368\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=167368"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=167368"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=167368"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}