{"id":12456,"date":"2025-07-24T16:21:22","date_gmt":"2025-07-24T14:21:22","guid":{"rendered":"https:\/\/it-u.at\/?page_id=12456"},"modified":"2025-07-24T17:35:04","modified_gmt":"2025-07-24T15:35:04","slug":"the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting","status":"publish","type":"page","link":"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/","title":{"rendered":"Talk 7"},"content":{"rendered":"\n<p><strong>Title<\/strong>: The Boy Who Harnessed the Wind: Getting more from LLM Prompting<\/p>\n\n\n\n<p><strong>Abstract:<\/strong> What does a famine in Malawi have to do with effective prompting?\u00a0 Like William Kamkwamba\u2019s perseverance in bringing electricity and irrigation to his home, we show how a systematic investigation of prompting mechanisms brings about improved performance across many tasks.\u00a0 This talk describes our work to categorise and structure advice on LLM prompting and investigate how details in prompting can positively impact performance on complex, long generation tasks as well as adherence\u00a0to output formats. Joint work with NTU and A*STAR, Singapore.\u00a0\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Title: The Boy Who Harnessed the Wind: Getting more from LLM Prompting Abstract: What does a famine in Malawi have to do with effective prompting?\u00a0 Like William Kamkwamba\u2019s perseverance in bringing electricity and irrigation to his home, we show how a systematic investigation of prompting mechanisms brings about improved performance across many tasks.\u00a0 This talk [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":11630,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Talk 7 | IT:U<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Talk 7 | IT:U\" \/>\n<meta property=\"og:description\" content=\"Title: The Boy Who Harnessed the Wind: Getting more from LLM Prompting Abstract: What does a famine in Malawi have to do with effective prompting?\u00a0 Like William Kamkwamba\u2019s perseverance in bringing electricity and irrigation to his home, we show how a systematic investigation of prompting mechanisms brings about improved performance across many tasks.\u00a0 This talk [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/\" \/>\n<meta property=\"og:site_name\" content=\"IT:U\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-24T15:35:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/it-u.at\/wp-content\/uploads\/2025\/06\/30\/itu-summer-school_website-header-1500x800px_neu.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1500\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/\",\"url\":\"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/\",\"name\":\"Talk 7 | IT:U\",\"isPartOf\":{\"@id\":\"https:\/\/it-u.at\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/it-u.at\/wp-content\/uploads\/2025\/06\/30\/itu-summer-school_website-header-1500x800px_neu.jpg\",\"datePublished\":\"2025-07-24T14:21:22+00:00\",\"dateModified\":\"2025-07-24T15:35:04+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/#primaryimage\",\"url\":\"https:\/\/it-u.at\/wp-content\/uploads\/2025\/06\/30\/itu-summer-school_website-header-1500x800px_neu.jpg\",\"contentUrl\":\"https:\/\/it-u.at\/wp-content\/uploads\/2025\/06\/30\/itu-summer-school_website-header-1500x800px_neu.jpg\",\"width\":1500,\"height\":800},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"home\",\"item\":\"https:\/\/it-u.at\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Talk 7\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/it-u.at\/en\/#website\",\"url\":\"https:\/\/it-u.at\/en\/\",\"name\":\"it:u\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/it-u.at\/en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/it-u.at\/en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/it-u.at\/en\/#organization\",\"name\":\"it:u - interdisciplinary transformation university austria\",\"url\":\"https:\/\/it-u.at\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/it-u.at\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/it-u.at\/wp-content\/uploads\/2024\/09\/06\/itu-org-logo.jpg\",\"contentUrl\":\"https:\/\/it-u.at\/wp-content\/uploads\/2024\/09\/06\/itu-org-logo.jpg\",\"width\":696,\"height\":696,\"caption\":\"it:u - interdisciplinary transformation university austria\"},\"image\":{\"@id\":\"https:\/\/it-u.at\/en\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Talk 7 | IT:U","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/","og_locale":"en_US","og_type":"article","og_title":"Talk 7 | IT:U","og_description":"Title: The Boy Who Harnessed the Wind: Getting more from LLM Prompting Abstract: What does a famine in Malawi have to do with effective prompting?\u00a0 Like William Kamkwamba\u2019s perseverance in bringing electricity and irrigation to his home, we show how a systematic investigation of prompting mechanisms brings about improved performance across many tasks.\u00a0 This talk [&hellip;]","og_url":"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/","og_site_name":"IT:U","article_modified_time":"2025-07-24T15:35:04+00:00","og_image":[{"width":1500,"height":800,"url":"https:\/\/it-u.at\/wp-content\/uploads\/2025\/06\/30\/itu-summer-school_website-header-1500x800px_neu.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/","url":"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/","name":"Talk 7 | IT:U","isPartOf":{"@id":"https:\/\/it-u.at\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/#primaryimage"},"image":{"@id":"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/#primaryimage"},"thumbnailUrl":"https:\/\/it-u.at\/wp-content\/uploads\/2025\/06\/30\/itu-summer-school_website-header-1500x800px_neu.jpg","datePublished":"2025-07-24T14:21:22+00:00","dateModified":"2025-07-24T15:35:04+00:00","breadcrumb":{"@id":"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/#primaryimage","url":"https:\/\/it-u.at\/wp-content\/uploads\/2025\/06\/30\/itu-summer-school_website-header-1500x800px_neu.jpg","contentUrl":"https:\/\/it-u.at\/wp-content\/uploads\/2025\/06\/30\/itu-summer-school_website-header-1500x800px_neu.jpg","width":1500,"height":800},{"@type":"BreadcrumbList","@id":"https:\/\/it-u.at\/en\/the-boy-who-harnessed-the-wind-getting-more-from-llm-prompting\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"home","item":"https:\/\/it-u.at\/en\/"},{"@type":"ListItem","position":2,"name":"Talk 7"}]},{"@type":"WebSite","@id":"https:\/\/it-u.at\/en\/#website","url":"https:\/\/it-u.at\/en\/","name":"it:u","description":"","publisher":{"@id":"https:\/\/it-u.at\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/it-u.at\/en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/it-u.at\/en\/#organization","name":"it:u - interdisciplinary transformation university austria","url":"https:\/\/it-u.at\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/it-u.at\/en\/#\/schema\/logo\/image\/","url":"https:\/\/it-u.at\/wp-content\/uploads\/2024\/09\/06\/itu-org-logo.jpg","contentUrl":"https:\/\/it-u.at\/wp-content\/uploads\/2024\/09\/06\/itu-org-logo.jpg","width":696,"height":696,"caption":"it:u - interdisciplinary transformation university austria"},"image":{"@id":"https:\/\/it-u.at\/en\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/pages\/12456"}],"collection":[{"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/comments?post=12456"}],"version-history":[{"count":2,"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/pages\/12456\/revisions"}],"predecessor-version":[{"id":12484,"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/pages\/12456\/revisions\/12484"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/media\/11630"}],"wp:attachment":[{"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/media?parent=12456"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}