{"id":5929,"date":"2025-08-08T07:02:58","date_gmt":"2025-08-08T07:02:58","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/08\/08\/finding-golden-examples-a-smarter-approach-to-in-context-learning\/"},"modified":"2025-08-08T07:02:58","modified_gmt":"2025-08-08T07:02:58","slug":"finding-golden-examples-a-smarter-approach-to-in-context-learning","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/08\/08\/finding-golden-examples-a-smarter-approach-to-in-context-learning\/","title":{"rendered":"Finding Golden Examples: A Smarter Approach to In-Context Learning"},"content":{"rendered":"<p>    Finding Golden Examples: A Smarter Approach to In-Context Learning<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>From random example selection to systematic AuPair generation\u200a\u00a0\u2014 how to make your LLM prompts actually work<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/finding-golden-examples-a-smarter-approach-to-in-context-learning\/\">Finding Golden Examples: A Smarter Approach to In-Context Learning<\/a> appeared first on <a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>.<\/p>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Sudheer Singh<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/finding-golden-examples-a-smarter-approach-to-in-context-learning\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Finding Golden Examples: A Smarter Approach to In-Context Learning From random example selection to systematic AuPair generation\u200a\u00a0\u2014 how to make your LLM prompts actually work The post Finding Golden Examples: A Smarter Approach to In-Context Learning appeared first on Towards Data Science. Sudheer Singh Go to original source<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[678,62,3455,87,1930,70,2792],"tags":[200,3456,3457],"class_list":["post-5929","post","type-post","status-publish","format-standard","hentry","category-agentic-ai","category-aimldsaimlds","category-in-context-learning","category-llm","category-llm-applications","category-machine-learning","category-prompt-architecture","tag-examples","tag-finding","tag-golden"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/5929"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=5929"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/5929\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=5929"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=5929"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=5929"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}