{"id":12997,"date":"2025-02-19T13:58:53","date_gmt":"2025-02-19T18:58:53","guid":{"rendered":"http:\/\/skimai.com\/?p=12997"},"modified":"2025-02-19T13:58:53","modified_gmt":"2025-02-19T18:58:53","slug":"2025%eb%85%84-lms%eb%a5%bc-%ec%9c%84%ed%95%9c-10%ea%b0%80%ec%a7%80-%ec%b5%9c%ea%b3%a0%ec%9d%98-%ed%94%84%eb%a1%ac%ed%94%84%ed%8a%b8-%ea%b8%b0%ec%88%a0","status":"publish","type":"post","link":"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/","title":{"rendered":"2025\ub144 LLM\uc744 \uc704\ud55c 10\uac00\uc9c0 \ucd5c\uace0\uc758 \ud504\ub86c\ud504\ud2b8 \uae30\uc220"},"content":{"rendered":"<p>\ud6a8\uacfc\uc801\uc778 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \ud504\ub86c\ud504\ud2b8\ub97c \ub9cc\ub4dc\ub294 \uae30\uc220\uc740 AI \uc2e4\ubb34\uc790\uc5d0\uac8c \uc911\uc694\ud55c \uae30\uc220\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc798 \uc124\uacc4\ub41c \ud504\ub86c\ud504\ud2b8\ub294 LLM\uc758 \uc131\ub2a5\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ucf1c \ubcf4\ub2e4 \uc815\ud655\ud558\uace0 \uad00\ub828\uc131\uc774 \ub192\uc73c\uba70 \ucc3d\uc758\uc801\uc778 \uacb0\uacfc\ubb3c\uc744 \uc5bb\uc744 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uc774 \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc5d0\uc11c\ub294 \uac00\uc7a5 \uac15\ub825\ud55c \ud504\ub86c\ud504\ud2b8 \uae30\ubc95 10\uac00\uc9c0\ub97c \uc0b4\ud3b4\ubcf4\uace0, \uadf8 \uc801\uc6a9 \uc0ac\ub840\uc640 \ubaa8\ubc94 \uc0ac\ub840\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc219\ub828\ub41c AI \uac1c\ubc1c\uc790\uc774\ub4e0 LLM\uc744 \uc774\uc81c \ub9c9 \uc2dc\uc791\ud55c \uac1c\ubc1c\uc790\uc774\ub4e0, \uc774\ub7ec\ud55c \uae30\ubc95\uc740 AI \ubaa8\ub378\uc758 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/08\/91510c4b-41bb-4cbf-8e2d-0f87bdddb1f1.png\" alt=\"LLM \ud504\ub86c\ud504\ud2b8 \uae30\uc220\">\n<\/figure>\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\ubaa9\ucc28<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\ud1a0\uae00<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#1_Zero-Shot_Prompting\" >1. \uc81c\ub85c \uc0f7 \ud504\ub86c\ud504\ud2b8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#2_Few-Shot_Prompting\" >2. \uc18c\uc218 \uc0f7 \ud504\ub86c\ud504\ud2b8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#3_Chain-of-Thought_CoT_Prompting\" >3. \uc0dd\uac01\uc758 \uc0ac\uc2ac(CoT) \ud504\ub86c\ud504\ud2b8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#4_Role_Prompting\" >4. \uc5ed\ud560 \ud504\ub86c\ud504\ud2b8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#5_Task_Decomposition\" >5. \uc791\uc5c5 \ubd84\ud574<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#6_Constrained_Prompting\" >6. \uc81c\ud55c \ud504\ub86c\ud504\ud2b8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#7_Iterative_Refinement\" >7. \ubc18\ubcf5\uc801 \uac1c\uc120<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#8_Contextual_Prompting\" >8. \uc0c1\ud669\uc5d0 \ub9de\ub294 \ud504\ub86c\ud504\ud2b8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#9_Self-Consistency_Prompting\" >9. \uc790\uae30 \uc77c\uad00\uc131 \ud504\ub86c\ud504\ud2b8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#10_Adversarial_Prompting\" >10. \uc801\ub300\uc801 \ud504\ub86c\ud504\ud2b8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/skimai.com\/ko\/10-best-prompting-techniques-for-llms-in-2025\/#Finding_the_Right_Prompt_Engineering_Techniques\" >\uc801\ud569\ud55c \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uae30\ubc95 \ucc3e\uae30<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Zero-Shot_Prompting\"><\/span>1. \uc81c\ub85c \uc0f7 \ud504\ub86c\ud504\ud2b8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc81c\ub85c \uc0f7 \ud504\ub86c\ud504\ud2b8\ub294 LLM\uacfc \uc0c1\ud638 \uc791\uc6a9\ud558\ub294 \uac00\uc7a5 \uac04\ub2e8\ud55c \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc5d0\uc11c\ub294 \uc608\uc81c \uc5c6\uc774 \uc9c1\uc811 \uc9c0\uc2dc\ub098 \uc9c8\ubb38\uc744 \uc81c\uacf5\ud558\uc5ec \ubaa8\ub378\uc774 \ubbf8\ub9ac \ud559\uc2b5\ud55c \uc9c0\uc2dd\uc5d0 \uc758\uc874\ud558\uc5ec \uc751\ub2f5\uc744 \uc0dd\uc131\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \ucd94\uac00 \ucee8\ud14d\uc2a4\ud2b8\ub098 \uc608\uc81c \uc5c6\uc774 \uc8fc\uc5b4\uc9c4 \ud504\ub86c\ud504\ud2b8\ub9cc\uc744 \uae30\ubc18\uc73c\ub85c \uc791\uc5c5\uc744 \uc774\ud574\ud558\uace0 \uc2e4\ud589\ud558\ub294 LLM\uc758 \ub2a5\ub825\uc744 \ud14c\uc2a4\ud2b8\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc81c\ub85c \uc0f7 \ud504\ub86c\ud504\ud2b8\ub294 \uac04\ub2e8\ud558\uace0 \uac04\ub2e8\ud55c \uc791\uc5c5\uc774\ub098 \uc77c\ubc18\uc801\uc778 \uc9c0\uc2dd\uc5d0 \ub300\ud55c \ubb38\uc758\uc5d0 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub294 LLM\uc758 \uae30\ubcf8 \uae30\ub2a5\uc744 \uce21\uc815\ud558\ub294 \ud6cc\ub96d\ud55c \ubc29\ubc95\uc774\uba70 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub180\ub77c\uc6b8 \uc815\ub3c4\ub85c \ud6a8\uacfc\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc791\uc5c5\uc758 \ubcf5\uc7a1\uc131\uacfc \ubaa8\ub378\uc758 \ud559\uc2b5 \ub370\uc774\ud130\uc640 \uc5bc\ub9c8\ub098 \uc798 \uc77c\uce58\ud558\ub294\uc9c0\uc5d0 \ub530\ub77c \uadf8 \ud6a8\uacfc\ub294 \ub2ec\ub77c\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc81c\ub85c \uc0f7 \ud504\ub86c\ud504\ud2b8\ub97c \uc0ac\uc6a9\ud560 \ub54c\ub294 \ucd5c\uc0c1\uc758 \uacb0\uacfc\ub97c \uc5bb\uc73c\ub824\uba74 \uc9c0\uce68\uc744 \uba85\ud655\ud558\uace0 \uad6c\uccb4\uc801\uc73c\ub85c \uc791\uc131\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong><u>\uc608\uc2dc:<\/u><\/strong> \uc81c\ub85c \uc0f7 \ud504\ub86c\ud504\ud2b8\ub97c \uc0ac\uc6a9\ud560 \ub54c\ub294 LLM\uc5d0 \"\uad11\ud569\uc131\uc758 \uac1c\ub150\uc744 \uac04\ub2e8\ud55c \uc6a9\uc5b4\ub85c \uc124\uba85\ud574 \uc8fc\uc138\uc694.\"\ub77c\uace0 \uac04\ub2e8\ud788 \uc9c8\ubb38\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\uba74 \ubaa8\ub378\uc740 \ucd94\uac00 \ucee8\ud14d\uc2a4\ud2b8\ub098 \uc608\uc81c \uc81c\uacf5 \uc5c6\uc774 \uae30\uc874 \uc9c0\uc2dd\uc744 \uae30\ubc18\uc73c\ub85c \uc124\uba85\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Few-Shot_Prompting\"><\/span>2. \uc18c\uc218 \uc0f7 \ud504\ub86c\ud504\ud2b8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uba87 \uc0f7 \ud504\ub86c\ud504\ud2b8\ub294 \ubaa8\ub378\uc5d0 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub3c4\ub85d \uc694\uccad\ud558\uae30 \uc804\uc5d0 \uba87 \uac00\uc9c0 \uc608\uc81c\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 LLM\uacfc\uc758 \uc0c1\ud638 \uc791\uc6a9\uc744 \ud55c \ub2e8\uacc4 \ub354 \ubc1c\uc804\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc740 \ubaa8\ub378\uc758 \ucd9c\ub825 \ud615\uc2dd\uacfc \uc2a4\ud0c0\uc77c\uc744 \uc548\ub0b4\ud558\uc5ec \uae30\ubcf8\uc801\uc73c\ub85c \ub530\ub77c\uc57c \ud560 \ud328\ud134\uc744 \uc81c\uc2dc\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc6d0\ud558\ub294 \uc785\ucd9c\ub825 \uad00\uacc4\ub97c \ubcf4\uc5ec\uc90c\uc73c\ub85c\uc368 \uba87 \ubc88\uc758 \ud504\ub86c\ud504\ud2b8\ub97c \ud1b5\ud574 \ud2b9\uc815 \uc791\uc5c5\uc5d0\uc11c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc774 \ubc29\ubc95\uc740 \uc77c\uad00\ub41c \ucd9c\ub825 \ud615\uc2dd\uc774 \ud544\uc694\ud558\uac70\ub098 \ub3c4\uba54\uc778\ubcc4 \uc791\uc5c5\uc744 \ucc98\ub9ac\ud560 \ub54c, \ub610\ub294 \uc81c\ub85c \uc0f7 \ud504\ub86c\ud504\ud2b8\uac00 \uc77c\uad00\ub418\uc9c0 \uc54a\uc740 \uacb0\uacfc\ub97c \uac00\uc838\uc62c \ub54c \ud2b9\ud788 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \uc81c\ub85c \uc0f7 \ud504\ub86c\ud504\ud2b8\ub97c \uc0ac\uc6a9\ud558\uba74 \uad11\ubc94\uc704\ud55c \uad50\uc721\uc774\ub098 \ubbf8\uc138 \uc870\uc815 \uc5c6\uc774\ub3c4 \ubaa8\ub378\uc758 \ub3d9\uc791\uc744 \ubbf8\uc138 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c LLM\uc744 \ube60\ub974\uac8c \uc870\uc815\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ubc29\ubc95\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc608\uc81c\ub294 \ubaa8\ub378\uc758 \ucd9c\ub825\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\ubbc0\ub85c \uc2e0\uc911\ud558\uac8c \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong><u>\uc608<\/u><\/strong>: \uba87 \ubb38\uc7a5\uc73c\ub85c \uad6c\uc131\ub41c \ud504\ub86c\ud504\ud2b8\uc5d0\uc11c\ub294 \uc8fc\uc694 \uc9c8\ubb38\uc744 \ud558\uae30 \uc804\uc5d0 \uba87 \uac00\uc9c0 \uc608\uc2dc\ub97c LLM\uc5d0\uac8c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4<\/p>\n\n\n<p><strong>\uc9c8\ubb38: \ud504\ub791\uc2a4\uc758 \uc218\ub3c4\ub294 \ubb34\uc5c7\uc778\uac00\uc694? A: \ud504\ub791\uc2a4\uc758 \uc218\ub3c4\ub294 \ud30c\ub9ac\uc785\ub2c8\ub2e4.<\/strong><\/p>\n\n\n<p><strong>\uc9c8\ubb38: \uc77c\ubcf8\uc758 \uc218\ub3c4\ub294 \uc5b4\ub514\uc778\uac00\uc694? A: \uc77c\ubcf8\uc758 \uc218\ub3c4\ub294 \ub3c4\ucfc4\uc785\ub2c8\ub2e4.<\/strong><\/p>\n\n\n<p><strong>\uc9c8\ubb38: \ube0c\ub77c\uc9c8\uc758 \uc218\ub3c4\ub294 \ubb34\uc5c7\uc778\uac00\uc694? A:<\/strong><\/p>\n\n\n<p>\uc774\ub7ec\ud55c \uc608\uc2dc\ub97c \uc81c\uacf5\ud558\uba74 LLM\uc774 \uc6d0\ud558\ub294 \ub2f5\ubcc0\uc758 \ud615\uc2dd\uacfc \uc720\ud615\uc744 \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \uc548\ub0b4\ud558\uc5ec \uc77c\uad00\ub418\uace0 \uc815\ud655\ud55c \ub2f5\ubcc0\uc744 \ubc1b\uc744 \uac00\ub2a5\uc131\uc744 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Chain-of-Thought_CoT_Prompting\"><\/span>3. \uc0dd\uac01\uc758 \uc0ac\uc2ac(CoT) \ud504\ub86c\ud504\ud2b8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc5f0\uc1c4\uc801 \uc0ac\uace0 \ud504\ub86c\ud504\ud2b8\ub294 \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub97c \ub2e8\uacc4\ubcc4 \ucd94\ub860 \uacfc\uc815\uc73c\ub85c \uc138\ubd84\ud654\ud558\ub294 \uace0\uae09 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \uc778\uac04\uc758 \ubb38\uc81c \ud574\uacb0 \ubc29\uc2dd\uc744 \ubaa8\ubc29\ud558\uc5ec \ubaa8\ub378\uc774 \ub2e4\ub2e8\uacc4 \ucd94\ub860\uc774\ub098 \uacc4\uc0b0\uc774 \ud544\uc694\ud55c \ub354 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. CoT\ub294 LLM\uc5d0 \uc791\uc5c5\uc744 \ud45c\uc2dc\ud558\ub3c4\ub85d \uc720\ub3c4\ud568\uc73c\ub85c\uc368 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc758 \uc131\ub2a5\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \ubaa8\ub378\uc758 \uc758\uc0ac \uacb0\uc815 \uacfc\uc815\uc5d0 \ud22c\uba85\uc131\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>CoT \ud504\ub86c\ud504\ud2b8\uc758 \uc774\uc810\uc740 \ub2e8\uc21c\ud788 \uc815\ud655\ub3c4 \ud5a5\uc0c1 \uadf8 \uc774\uc0c1\uc785\ub2c8\ub2e4. \ub610\ud55c \ubaa8\ub378 \uacb0\uacfc\uc758 \ud574\uc11d \uac00\ub2a5\uc131\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \uc0ac\ub78c\uc774 \ub2f5\ubcc0\uc758 \ucd94\ub860\uc744 \ub354 \uc27d\uac8c \uc774\ud574\ud558\uace0 \uac80\uc99d\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uc774\ub294 \ucd5c\uc885 \uc815\ub2f5\ub9cc\ud07c\uc774\ub098 \ubb38\uc81c \ud574\uacb0 \uacfc\uc815\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud55c \uad50\uc721\uacfc \uac19\uc740 \ubd84\uc57c\uc5d0\uc11c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 CoT \ud504\ub86c\ud504\ud2b8\ub294 \uacc4\uc0b0 \uc9d1\uc57d\uc801\uc77c \uc218 \uc788\uc73c\uba70 \uac04\ub2e8\ud55c \uc791\uc5c5\uc5d0\ub294 \ud56d\uc0c1 \ud544\uc694\ud558\uc9c0 \uc54a\uc744 \uc218\ub3c4 \uc788\ub2e4\ub294 \uc810\uc5d0 \uc720\uc758\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uad00\ub828\uc131\uc774 \ub192\uace0 \uad6c\uccb4\uc801\uc778 \uc608\uc2dc\ub97c \uc81c\uacf5\ud560 \ub54c CoT \ud504\ub86c\ud504\ud2b8\uac00 \ub354 \ud6a8\uacfc\uc801\uc774\ub77c\ub294 \uac83\uc774 \uc785\uc99d\ub418\uc5c8\ub2e4\ub294 \uc810\ub3c4 \uc911\uc694\ud569\ub2c8\ub2e4. <\/p>\n\n\n<p><strong><u>\uc608\uc2dc:<\/u><\/strong> \uc5f0\uc1c4 \uc9c8\ubb38 \ud504\ub86c\ud504\ud2b8\ub97c \uc0ac\uc6a9\ud560 \ub54c \ub2e4\uc74c\uacfc \uac19\uc740 \uc9c8\ubb38\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4: \"\uc154\uce20\uc758 \uac00\uaca9\uc774 $25\uc774\uace0 20% \ud560\uc778\ub41c \uac00\uaca9\uc5d0 \ud310\ub9e4 \uc911\uc774\ub77c\uba74 \ucd5c\uc885 \uac00\uaca9\uc740 \uc5bc\ub9c8\uc778\uac00\uc694? \ub2e8\uacc4\ubcc4 \ucd94\ub860\uc744 \ubcf4\uc5ec\uc8fc\uc138\uc694.\"\ub77c\uace0 \uc9c8\ubb38\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\uba74 LLM\uc774 \uc790\uc138\ud55c \ubd84\uc11d\uc744 \ud1b5\ud574 \uc751\ub2f5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n<p>\"\ub2e8\uacc4\ubcc4\ub85c \uc811\uadfc\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p>\uc6d0\ub798 \uac00\uaca9\uc740 $25\uc785\ub2c8\ub2e4.<\/p><\/li><li><p>20% \ud560\uc778\uc740 $25\uc758 20%\ub97c \uacc4\uc0b0\ud574\uc57c \ud55c\ub2e4\ub294 \ub73b\uc785\ub2c8\ub2e4.<\/p><\/li><li><p>$25\uc758 20%\ub294 $25 \u00d7 0.20 = $5\uc785\ub2c8\ub2e4.<\/p><\/li><li><p>\ud560\uc778 \uae08\uc561\uc740 $5\uc785\ub2c8\ub2e4.<\/p><\/li><li><p>\ucd5c\uc885 \uac00\uaca9\uc744 \uacc4\uc0b0\ud558\uae30 \uc704\ud574 \uc6d0\ub798 \uac00\uaca9\uc5d0\uc11c \ud560\uc778\uc744 \ube8d\ub2c8\ub2e4.<\/p><\/li><li><p>$25 - $5 = $20. \ub530\ub77c\uc11c \uc154\uce20\uc758 \ucd5c\uc885 \uac00\uaca9\uc740 $20\uc785\ub2c8\ub2e4.\"<\/p><\/li>\n<\/ol>\n\n\n<p>\uc774 \ub2f5\ubcc0\uc740 \uc815\ub2f5\uc744 \uc81c\uacf5\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \ucd94\ub860 \uacfc\uc815\uc744 \ubcf4\uc5ec\uc8fc\uae30 \ub54c\ubb38\uc5d0 \uc194\ub8e8\uc158\uc744 \ub354 \uc27d\uac8c \ud655\uc778\ud558\uace0 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Role_Prompting\"><\/span>4. \uc5ed\ud560 \ud504\ub86c\ud504\ud2b8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc5ed\ud560 \ud504\ub86c\ud504\ud2b8\ub294 \ud2b9\uc815 \ud398\ub974\uc18c\ub098 \ub610\ub294 \uc5ed\ud560\uc744 LLM\uc5d0 \ud560\ub2f9\ud558\ub294 \ucc3d\uc758\uc801\uc774\uace0 \uac15\ub825\ud55c \uae30\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uba74 \ubaa8\ub378 \uc751\ub2f5\uc758 \uc5b4\uc870, \uc2a4\ud0c0\uc77c \ubc0f \ub0b4\uc6a9\uc744 \ud06c\uac8c \ubcc0\uacbd\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc774\ub098 \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub9de\uac8c \uacb0\uacfc\ub97c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. LLM\uc5d0 \ud2b9\uc815 \uc5ed\ud560\uc744 \ucc44\ud0dd\ud558\ub3c4\ub85d \uc9c0\uc2dc\ud568\uc73c\ub85c\uc368 \ubaa8\ub378\uc758 \uc9c0\uc2dd\ucc3d\uace0 \ub0b4\uc5d0\uc11c \ub2e4\uc591\ud55c '\uc131\uaca9' \ub610\ub294 \uc804\ubb38 \uc9c0\uc2dd\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc774 \uae30\uc220\uc740 \ud2b9\uc815 \ubaa9\uc18c\ub9ac\ub098 \uc2a4\ud0c0\uc77c\ub85c \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud558\uac70\ub098, \ud2b9\uc815 \ubd84\uc57c\uc758 \uc804\ubb38 \uc9c0\uc2dd\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud558\uac70\ub098, \uc8fc\uc81c\uc5d0 \ub300\ud55c \ub2e4\uc591\ud55c \uad00\uc810\uc744 \ub9cc\ub4e4\uc5b4\uc57c \ud560 \ub54c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc5ed\ud560 \ud504\ub86c\ud504\ud2b8\ub294 \ub354\uc6b1 \ub9e4\ub825\uc801\uc774\uace0 \uc0c1\ud669\uc5d0 \uc801\ud569\ud55c \uc751\ub2f5\uc744 \uc720\ub3c4\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ucc3d\uc758\uc801\uc778 \uae00\uc4f0\uae30, \uc2dc\ub098\ub9ac\uc624 \uacc4\ud68d \ub610\ub294 \uad50\uc721\uc6a9 \uc2dc\ubbac\ub808\uc774\uc158\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ud558\uc9c0\ub9cc LLM\uc774 \ub2e4\uc591\ud55c \uc5ed\ud560\uc744 \uc124\ub4dd\ub825 \uc788\uac8c \uc2dc\ubbac\ub808\uc774\uc158\ud560 \uc218\ub294 \uc788\uc9c0\ub9cc, \uc751\ub2f5\uc740 \uc5ec\uc804\ud788 \ud6c8\ub828 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud558\ubbc0\ub85c \uac80\uc99d \uc5c6\uc774 \uc2e4\uc81c \uc804\ubb38\uac00\uc758 \uc870\uc5b8\uc73c\ub85c \uac04\uc8fc\ud574\uc11c\ub294 \uc548 \ub41c\ub2e4\ub294 \uc810\uc744 \uae30\uc5b5\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong><u>\uc608\uc2dc:<\/u><\/strong> \uc5ed\ud560 \ud504\ub86c\ud504\ud2b8\uc758 \uacbd\uc6b0 \ub2e4\uc74c\uacfc \uac19\uc774 LLM\uc5d0\uac8c \uc9c0\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4: \"\uacbd\ud5d8 \ub9ce\uc740 \uae30\ud6c4 \uacfc\ud559\uc790\ub85c\uc11c \ud574\uc218\uba74 \uc0c1\uc2b9\uc774 \ud574\uc548 \ub3c4\uc2dc\uc5d0 \ubbf8\uce60 \uc218 \uc788\ub294 \uc7a5\uae30\uc801\uc778 \uc601\ud5a5\uc5d0 \ub300\ud574 \uc124\uba85\ud574 \ubcf4\uc138\uc694.\" \uc774 \ud504\ub86c\ud504\ud2b8\ub294 LLM\uc774 \uae30\ud6c4 \uacfc\ud559\uc790\uc758 \ud398\ub974\uc18c\ub098\ub97c \ucc44\ud0dd\ud558\ub3c4\ub85d \uc7a5\ub824\ud558\uc5ec \uc8fc\uc81c\uc5d0 \ub300\ud574 \ubcf4\ub2e4 \uae30\uc220\uc801\uc774\uace0 \uad8c\uc704 \uc788\ub294 \ub2f5\ubcc0\uc744 \uc720\ub3c4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Task_Decomposition\"><\/span>5. \uc791\uc5c5 \ubd84\ud574<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc791\uc5c5 \ubd84\ud574\ub294 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \ub354 \uc791\uace0 \uad00\ub9ac\ud558\uae30 \uc26c\uc6b4 \ud558\uc704 \uc791\uc5c5\uc73c\ub85c \uc138\ubd84\ud654\ud558\ub294 \ud504\ub86c\ud504\ud2b8\uc5d0 \ub300\ud55c \uc804\ub7b5\uc801 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc740 \uac1c\ubcc4\uc801\uc778 \uc815\ubcf4\ub97c \ucc98\ub9ac\ud558\uace0 \uc774\ub97c \uc751\uc9d1\ub825 \uc788\ub294 \uc804\uccb4\ub85c \uacb0\ud569\ud558\ub294 LLM\uc758 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \ud070 \uc791\uc5c5\uc744 \uc138\ubd84\ud654\ud558\uba74 \uc77c\ub828\uc758 \ub2e8\uacc4\ub97c \ud1b5\ud574 \ubaa8\ub378\uc744 \uc548\ub0b4\ud558\uc5ec \uac01 \uad6c\uc131 \uc694\uc18c\uac00 \ucca0\uc800\ud558\uace0 \uc815\ud655\ud558\uac8c \ucc98\ub9ac\ub418\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc774 \ubc29\ubc95\uc740 \ud55c\uaebc\ubc88\uc5d0 \uc81c\uc2dc\ud558\uba74 \ubaa8\ub378\uc744 \uc555\ub3c4\ud560 \uc218 \uc788\ub294 \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ud2b9\ud788 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. LLM\uc758 \uc778\uc9c0 \ubd80\ud558\ub97c \uc904\uc5ec \uac01 \ud558\uc704 \uc791\uc5c5\uc5d0 \ub354 \uc9d1\uc911\ud558\uace0 \uc815\ud655\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc791\uc5c5\uc744 \uc138\ubd84\ud654\ud558\uba74 \ub2e4\ub2e8\uacc4 \ubb38\uc81c\ub97c \ub354 \uc798 \ucc98\ub9ac\ud560 \uc218 \uc788\uace0 \ucd5c\uc885 \uacb0\uacfc\ubb3c\uc758 \uc804\ubc18\uc801\uc778 \ud488\uc9c8\uacfc \uc644\uc131\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc774 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uba74 \uac01 \ub2e8\uacc4\ub97c \uac1c\ubcc4\uc801\uc73c\ub85c \uac80\ud1a0\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uc624\ub958\ub97c \ub354 \uc27d\uac8c \uc2dd\ubcc4\ud558\uace0 \uc218\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc791\uc5c5 \uc138\ubd84\ud654\ub97c \uad6c\ud604\ud560 \ub54c\ub294 \uc77c\uad00\ub41c \ucd5c\uc885 \uacb0\uacfc\ub97c \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \ud558\uc704 \uc791\uc5c5 \uac04\uc5d0 \uba85\ud655\ud55c \ub17c\ub9ac\uc801 \ud750\ub984\uc744 \uc720\uc9c0\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong><u>\uc608\uc2dc:<\/u><\/strong> \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc5d0 \uc791\uc5c5 \ubd84\ud574\ub97c \uc0ac\uc6a9\ud560 \ub54c\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 LLM\uc5d0\uac8c \uba54\uc2dc\uc9c0\ub97c \ud45c\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4: \"\uc7ac\uc0dd \uc5d0\ub108\uc9c0\uc5d0 \uad00\ud55c \uc885\ud569\uc801\uc778 \uc5f0\uad6c \ub17c\ubb38\uc744 \uc791\uc131\ud558\uae30 \uc704\ud574 \ub2e8\uacc4\ubcc4\ub85c \uc138\ubd84\ud654\ud574 \ubd05\uc2dc\ub2e4. \ubc94\uc704 \uc815\uc758\ubd80\ud130 \ub17c\ubb38 \ub9c8\ubb34\ub9ac\uae4c\uc9c0 \ub530\ub77c\uc57c \ud560 \uc8fc\uc694 \ub2e8\uacc4\ub97c \ub098\uc5f4\ud574 \uc8fc\uc138\uc694.\"\ub77c\uace0 \uc9c8\ubb38\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uadf8\ub7ec\uba74 LLM\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ubd84\uc11d \uacb0\uacfc\ub97c \ud68c\uc2e0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n<p>\"1. \ub17c\ubb38\uc758 \ubc94\uc704(\ub2e4\ub8f0 \uc7ac\uc0dd \uc5d0\ub108\uc9c0\uc758 \uc885\ub958)\ub97c \uc815\uc758\ud569\ub2c8\ub2e4. 2. \uc8fc\uc694 \uc139\uc158(\uc18c\uac1c, \ud604\ud669, \uacfc\uc81c, \ubbf8\ub798 \uc804\ub9dd, \uacb0\ub860)\uc758 \uac1c\uc694\ub97c \uc791\uc131\ud569\ub2c8\ub2e4. 3. \uac01 \uc139\uc158\ub9c8\ub2e4 \ub2e4\ub8f0 \ud575\uc2ec \uc0ac\ud56d\uc744 \ub098\uc5f4\ud569\ub2c8\ub2e4. 4. \uac01 \uc694\uc810\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \uc870\uc0ac\ud558\uace0 \uc218\uc9d1\ud569\ub2c8\ub2e4. 5. \ubc30\uacbd\uc744 \uc124\uc815\ud558\uace0 \ub17c\ubb38\uc758 \ubaa9\ud45c\ub97c \uba85\uc2dc\ud558\ub294 \uc11c\ub860 \ubd80\ubd84\uc744 \uc791\uc131\ud569\ub2c8\ub2e4. 6. \uad00\ub828 \ub370\uc774\ud130\uc640 \ubd84\uc11d\uc744 \ud1b5\ud569\ud558\uc5ec \uac01 \uc139\uc158\uc744 \uac1c\ubc1c\ud569\ub2c8\ub2e4. 7. \uacb0\ub860\uc5d0 \uc8fc\uc694 \uacb0\uacfc\uc640 \ud5a5\ud6c4 \uc2dc\uc0ac\uc810\uc744 \uc694\uc57d\ud569\ub2c8\ub2e4. 8. \uc77c\uad00\uc131\uacfc \ud750\ub984\uc744 \uc704\ud574 \uc804\uccb4 \ub17c\ubb38\uc744 \uac80\ud1a0\ud558\uace0 \ub2e4\ub4ec\uc2b5\ub2c8\ub2e4. 9. \uc0ac\uc6a9\ub41c \ucd9c\ucc98\uc758 \ucc38\uace0 \ubb38\ud5cc\uc744 \uc791\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc790, \uc774\uc81c 1\ub2e8\uacc4\ubd80\ud130 \uc2dc\uc791\ud558\uaca0\uc2b5\ub2c8\ub2e4...\"<\/p>\n\n\n<p>\uc774 \ubd84\ub958\ub97c \uc0ac\uc6a9\ud558\uba74 \uc5f0\uad6c \ub17c\ubb38\uc744 \uc791\uc131\ud558\ub294 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \uad00\ub9ac \uac00\ub2a5\ud55c \ubd84\ub7c9\uc73c\ub85c \ub098\ub204\uc5b4 \ucd5c\uc885 \uacb0\uacfc\ubb3c\uc758 \uc804\ubc18\uc801\uc778 \ud488\uc9c8\uacfc \uc644\uc131\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ubb3c\ub860\uc774\uc8e0! \"LLM\uc744 \uc704\ud55c \ucd5c\uace0\uc758 \ud504\ub86c\ud504\ud2b8 \uae30\ubc95 10\uac00\uc9c0\" \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc758 \ub098\uba38\uc9c0 \uc139\uc158\uc744 \uacc4\uc18d \uc774\uc5b4\uac00 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc139\uc158 7~10\uacfc \uacb0\ub860 \ubc0f \uc2e4\uc6a9\uc801\uc778 \ud301\uc774 \uc774\uc5b4\uc9d1\ub2c8\ub2e4:<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_Constrained_Prompting\"><\/span>6. \uc81c\ud55c \ud504\ub86c\ud504\ud2b8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc81c\uc57d\ud615 \ud504\ub86c\ud504\ud2b8\uc5d0\ub294 LLM\uc774 \uc751\ub2f5\ud560 \ub54c \ub530\ub77c\uc57c \ud560 \ud2b9\uc815 \uaddc\uce59\uc774\ub098 \uc81c\ud55c\uc744 \uc124\uc815\ud558\ub294 \uac83\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc740 \ubaa8\ub378 \uc751\ub2f5\uc758 \ucd9c\ub825 \ud615\uc2dd, \uae38\uc774 \ub610\ub294 \ub0b4\uc6a9\uc744 \uc81c\uc5b4\ud574\uc57c \ud560 \ub54c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc81c\uc57d \uc870\uac74\uc744 \uba85\uc2dc\uc801\uc73c\ub85c \uc9c0\uc815\ud558\uba74 LLM\uc774 \ubcf4\ub2e4 \uc9d1\uc911\uc801\uc774\uace0 \uad00\ub828\uc131 \ub192\uc740 \ucd9c\ub825\uc744 \uc0dd\uc131\ud558\ub3c4\ub85d \uc548\ub0b4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc81c\uc57d \uc870\uac74\uc740 \ub2e8\uc5b4 \uc218 \uc81c\ud55c\uacfc \uac19\uc740 \uac04\ub2e8\ud55c \uc9c0\uce68\ubd80\ud130 \ud2b9\uc815 \uae00\uc4f0\uae30 \uc2a4\ud0c0\uc77c \uc900\uc218 \ub610\ub294 \ud2b9\uc815 \uc8fc\uc81c \ud53c\ud558\uae30\uc640 \uac19\uc740 \ubcf4\ub2e4 \ubcf5\uc7a1\ud55c \uc694\uad6c \uc0ac\ud56d\uae4c\uc9c0 \ub2e4\uc591\ud569\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc740 \uc77c\uad00\uc131\uacfc \uac00\uc774\ub4dc\ub77c\uc778 \uc900\uc218\uac00 \uc911\uc694\ud55c \uc804\ubb38\uc801\uc778 \ud658\uacbd\uc5d0\uc11c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 LLM\uc758 \uae30\ub2a5\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc81c\uc57d \uc870\uac74\uacfc \uc720\uc5f0\uc131\uc758 \uade0\ud615\uc744 \ub9de\ucd94\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong><u>\uc608\uc2dc:<\/u><\/strong> \"\uc7ac\uc0dd \uc5d0\ub108\uc9c0\uc758 \ucd5c\uc2e0 \ubc1c\uc804 \uc0c1\ud669\uc744 \uc815\ud655\ud788 100\ub2e8\uc5b4\ub85c \uc694\uc57d\ud558\uc138\uc694. \ud0dc\uc591\uc5f4\uacfc \ud48d\ub825 \ubc1c\uc804\uc5d0\ub9cc \ucd08\uc810\uc744 \ub9de\ucd94\uace0 \ud2b9\uc815 \ud68c\uc0ac\ub098 \ube0c\ub79c\ub4dc \uc774\ub984\uc740 \uc5b8\uae09\ud558\uc9c0 \ub9c8\uc138\uc694.\"<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"7_Iterative_Refinement\"><\/span>7. \ubc18\ubcf5\uc801 \uac1c\uc120<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ubc18\ubcf5\uc801 \uac1c\uc120\uc740 \uc5ec\ub7ec \ubc88\uc758 \ud504\ub86c\ud504\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec LLM\uc758 \uacb0\uacfc\ubb3c\uc744 \uc810\uc9c4\uc801\uc73c\ub85c \uac1c\uc120\ud558\uace0 \ub2e4\ub4ec\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc5d0\ub294 \uc5ec\ub7ec \ucc28\ub840\uc758 \uc218\uc815\uacfc \uac1c\uc120\uc774 \ud544\uc694\ud55c \uacbd\uc6b0\uac00 \ub9ce\ub2e4\ub294 \uc810\uc744 \uc778\uc2dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc791\uc5c5\uc744 \uc5ec\ub7ec \ub2e8\uacc4\ub85c \ub098\ub204\uace0 \uac01 \ub2e8\uacc4\ub9c8\ub2e4 \ud53c\ub4dc\ubc31\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 LLM\uc774 \ubcf4\ub2e4 \uc815\ud655\ud558\uace0 \uc138\ub828\ub41c \ucd5c\uc885 \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud558\ub3c4\ub85d \uc720\ub3c4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc774 \ubc29\ubc95\uc740 \uae00\uc4f0\uae30, \ubb38\uc81c \ud574\uacb0 \ub610\ub294 \ucc3d\uc791 \uc791\uc5c5\uacfc \uac19\uc774 \ucd08\uc548\uc774 \uc644\ubcbd\ud558\uc9c0 \uc54a\uc740 \uc791\uc5c5\uc5d0 \ud2b9\ud788 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \ubc18\ubcf5\uc801\uc778 \uc218\uc815 \uc791\uc5c5\uc744 \ud1b5\ud574 \uacb0\uacfc\ubb3c\uc758 \ubc29\ud5a5\uacfc \ud488\uc9c8\uc744 \uc81c\uc5b4\ud558\uba74\uc11c LLM\uc758 \uac15\uc810\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud574\uc11c\ub294 \ubc18\ubcf5\ud560 \ub54c\ub9c8\ub2e4 \ud53c\ub4dc\ubc31\uc744 \uba85\ud655\ud558\uace0 \uad6c\uccb4\uc801\uc73c\ub85c \uc804\ub2ec\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong><u>\uc608<\/u><\/strong>: 1\ub2e8\uacc4: \"\uc778\uacf5 \uc9c0\ub2a5\uc774 \uc758\ub8cc\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc5d0 \ub300\ud55c \uae30\uc0ac \uac1c\uc694\ub97c \uac04\ub7b5\ud558\uac8c \uc791\uc131\ud558\uc138\uc694.\" 2\ub2e8\uacc4: \"\uc774 \uac1c\uc694\ub97c \ubc14\ud0d5\uc73c\ub85c \uc758\ub8cc \uc9c4\ub2e8\uc5d0\uc11c\uc758 AI\uc5d0 \ub300\ud55c \uc139\uc158\uc744 \ud655\uc7a5\ud558\uc138\uc694.\" 3\ub2e8\uacc4: \"\uc774\uc81c \uc774 \uc139\uc158\uc5d0 \uc601\uc0c1\uc758\ud559\uc5d0\uc11c\uc758 AI \uc801\uc6a9 \uc0ac\ub840\ub97c \uad6c\uccb4\uc801\uc73c\ub85c \ucd94\uac00\ud558\uc138\uc694.\"<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"8_Contextual_Prompting\"><\/span>8. \uc0c1\ud669\uc5d0 \ub9de\ub294 \ud504\ub86c\ud504\ud2b8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ucee8\ud14d\uc2a4\ud2b8 \ud504\ub86c\ud504\ud2b8\ub294 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub3c4\ub85d \uc694\uccad\ud558\uae30 \uc804\uc5d0 \uad00\ub828 \ubc30\uacbd \uc815\ubcf4\ub098 \ucee8\ud14d\uc2a4\ud2b8\ub97c LLM\uc5d0 \uc81c\uacf5\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc740 \ubaa8\ub378\uc774 \ub354 \ud070 \uadf8\ub9bc\uc744 \uc774\ud574\ud558\uace0 \ub354 \uc815\ud655\ud558\uace0 \uad00\ub828\uc131 \uc788\ub294 \uc751\ub2f5\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc801\uc808\ud55c \ub9e5\ub77d\uc73c\ub85c \ubb34\ub300\ub97c \uc124\uc815\ud558\uba74 LLM \ucd9c\ub825\uc758 \ud488\uc9c8\uacfc \uad6c\uccb4\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc774 \ubc29\ubc95\uc740 \uc804\ubb38 \uc8fc\uc81c, \uace0\uc720\ud55c \uc2dc\ub098\ub9ac\uc624\ub97c \ub2e4\ub8e8\uac70\ub098 LLM\uc774 \uc77c\ubc18\uc801\uc778 \uc9c0\uc2dd\uc5d0 \ud3ec\ud568\ub418\uc9c0 \uc54a\uc740 \ud2b9\uc815 \uc815\ubcf4\ub97c \uace0\ub824\ud574\uc57c \ud560 \ub54c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc0c1\ud669\uc5d0 \ub9de\ub294 \ud504\ub86c\ud504\ud2b8\ub294 LLM\uc758 \ud3ed\ub113\uc740 \uc9c0\uc2dd\uacfc \uc791\uc5c5\uc758 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d \uc0ac\uc774\uc758 \uac04\uadf9\uc744 \uba54\uc6b0\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong><u>\uc608<\/u><\/strong>: \"\ub9e5\ub77d: \uc554\uc2a4\ud14c\ub974\ub2f4 \uc2dc\ub294 \uc9c0\uc18d \uac00\ub2a5\uc131\uc744 \ub192\uc774\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uce5c\ud658\uacbd \uc774\ub2c8\uc154\ud2f0\ube0c\ub97c \uc2dc\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc815\ubcf4\ub97c \ubc14\ud0d5\uc73c\ub85c \uc554\uc2a4\ud14c\ub974\ub2f4\uc758 \uc9c0\uc18d \uac00\ub2a5\uc131 \ub178\ub825\uc744 \ub354\uc6b1 \uac15\ud654\ud560 \uc218 \uc788\ub294 \ud601\uc2e0\uc801\uc778 \ub3c4\uc2dc \uacc4\ud68d \uc544\uc774\ub514\uc5b4 \uc138 \uac00\uc9c0\ub97c \uc81c\uc548\ud558\uc138\uc694.\"<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"9_Self-Consistency_Prompting\"><\/span>9. \uc790\uae30 \uc77c\uad00\uc131 \ud504\ub86c\ud504\ud2b8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc790\uccb4 \uc77c\uad00\uc131 \ud504\ub86c\ud504\ud2b8\ub294 \ub3d9\uc77c\ud55c \ud504\ub86c\ud504\ud2b8\uc5d0 \ub300\ud574 \uc5ec\ub7ec \uac1c\uc758 \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud55c \ub2e4\uc74c \uac00\uc7a5 \uc77c\uad00\uc131 \uc788\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ub2f5\ubcc0\uc744 \uc120\ud0dd\ud558\ub294 \uace0\uae09 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 LLM\uc758 \ud655\ub960\uc801 \ud2b9\uc131\uc744 \ud65c\uc6a9\ud558\uc5ec \ud2b9\ud788 \ucd94\ub860\uc774\ub098 \ubb38\uc81c \ud574\uacb0\uc774 \ud544\uc694\ud55c \uc791\uc5c5\uc758 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc790\uccb4 \uc77c\uad00\uc131 \ud504\ub86c\ud504\ud2b8\ub294 \uc5ec\ub7ec \ucd9c\ub825\uc744 \ube44\uad50\ud568\uc73c\ub85c\uc368 \uac1c\ubcc4 \uc751\ub2f5\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubd88\uc77c\uce58\ub098 \uc624\ub958\ub97c \uc2dd\ubcc4\ud558\uace0 \ud544\ud130\ub9c1\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uc815\ud655\uc131\uc774 \uac00\uc7a5 \uc911\uc694\ud55c \uc911\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub2e8\uc77c \uc751\ub2f5 \ubc29\uc2dd\uc5d0 \ube44\ud574 \ub354 \ub9ce\uc740 \uacc4\uc0b0 \ub9ac\uc18c\uc2a4\uc640 \uc2dc\uac04\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong><u>\uc608<\/u><\/strong>: \"\ub2e4\uc74c \uc218\ud559 \ubb38\uc81c\ub97c \ud480\uc5b4\ubcf4\uc138\uc694: \uae30\ucc28\uac00 \uc2dc\uc18d 60\ub9c8\uc77c\ub85c 2\uc2dc\uac04 30\ubd84 \ub3d9\uc548 \ub2ec\ub9b4 \uacbd\uc6b0, \uc5bc\ub9c8\ub098 \uba40\ub9ac \uac08 \uc218 \uc788\uc744\uae4c\uc694? 5\uac1c\uc758 \ub3c5\ub9bd\uc801\uc778 \ud574\ub97c \uc0dd\uc131\ud55c \ub2e4\uc74c \uac00\uc7a5 \uc77c\uad00\ub41c \ub2f5\uc744 \uc120\ud0dd\ud558\uc138\uc694.\"<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"10_Adversarial_Prompting\"><\/span>10. \uc801\ub300\uc801 \ud504\ub86c\ud504\ud2b8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc801\ub300\uc801 \ud504\ub86c\ud504\ud2b8\ub294 LLM\uc758 \ucd08\uae30 \uc751\ub2f5\uc774\ub098 \uac00\uc815\uc5d0 \uc774\uc758\ub97c \uc81c\uae30\ud558\uc5ec \uacb0\uacfc\ubb3c\uc758 \ud488\uc9c8, \uc815\ud655\uc131 \ubc0f \uacac\uace0\uc131\uc744 \uac1c\uc120\ud558\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \ud1a0\ub860 \ub610\ub294 \ube44\ud310\uc801 \uc0ac\uace0 \uacfc\uc815\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud558\uc5ec \ubaa8\ub378\uc774 \ub300\uc548\uc801 \uad00\uc810, \ucd94\ub860\uc758 \uc7a0\uc7ac\uc801 \uacb0\ud568 \ub610\ub294 \uac04\uacfc\ub41c \uc694\uc18c\ub97c \uace0\ub824\ud558\ub3c4\ub85d \uc720\ub3c4\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc801\ub300\uc801 \uc811\uadfc \ubc29\uc2dd\uc740 \uba3c\uc800 LLM\uc5d0\uac8c \ucd08\uae30 \uc751\ub2f5 \ub610\ub294 \ud574\uacb0\ucc45\uc744 \uc81c\uacf5\ud558\ub3c4\ub85d \uc694\uccad\ud55c \ub2e4\uc74c, \uc790\uc2e0\uc758 \ub2f5\ubcc0\uc744 \ube44\ud310\ud558\uac70\ub098 \uc774\uc758\ub97c \uc81c\uae30\ud558\ub3c4\ub85d \uc720\ub3c4\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc774 \ud504\ub85c\uc138\uc2a4\ub294 \uc5ec\ub7ec \ubc88 \ubc18\ubcf5\ud560 \uc218 \uc788\uc73c\uba70, \ubc18\ubcf5\ud560 \ub54c\ub9c8\ub2e4 \ucd5c\uc885 \uacb0\uacfc\ub97c \uac1c\uc120\ud558\uace0 \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc801\ub300\uc801 \ud504\ub86c\ud504\ud2b8\ub294 \ubcf5\uc7a1\ud55c \ubb38\uc81c \ud574\uacb0, \uc758\uc0ac \uacb0\uc815 \uc2dc\ub098\ub9ac\uc624 \ub610\ub294 \ub17c\uc7c1\uc758 \uc5ec\uc9c0\uac00 \uc788\uac70\ub098 \ub2e4\uba74\uc801\uc778 \uc8fc\uc81c\ub97c \ub2e4\ub8f0 \ub54c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc774 \uae30\ubc95\uc740 \ubaa8\ub378 \uc751\ub2f5\uc758 \uc7a0\uc7ac\uc801 \ud3b8\ud5a5\uc131\uc744 \uc644\ud654\ud558\uace0 \ubcf4\ub2e4 \ucca0\uc800\ud558\uace0 \uade0\ud615 \uc7a1\ud78c \uacb0\uacfc\ub97c \uc720\ub3c4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub2e8\uc21c\ud55c \ubaa8\uc21c\uc774 \uc544\ub2cc \uc0dd\uc0b0\uc801\uc778 \ube44\ud310\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc801\ub300\uc801 \ud504\ub86c\ud504\ud2b8\ub97c \uc2e0\uc911\ud558\uac8c \uacf5\uc2dd\ud654\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong><u>\uc608<\/u><\/strong>: 1\ub2e8\uacc4: \"\ub3c4\uc2dc \uad50\ud1b5 \ud63c\uc7a1\uc744 \uc904\uc774\uae30 \uc704\ud55c \ud574\uacb0\ucc45\uc744 \uc81c\uc548\ud558\uc138\uc694.\" 2\ub2e8\uacc4: \"\uc774\uc81c \ubc29\uae08 \uc81c\uc548\ud55c \uc194\ub8e8\uc158\uc758 \uc7a0\uc7ac\uc801\uc778 \ub2e8\uc810 \ub610\ub294 \ub3c4\uc804 \uacfc\uc81c \uc138 \uac00\uc9c0\ub97c \ucc3e\uc544\ubcf4\uc138\uc694.\" 3\ub2e8\uacc4: \"\uc774\ub7ec\ud55c \ubb38\uc81c\uc810\uc744 \uace0\ub824\ud558\uc5ec \uc6d0\ub798\uc758 \uc194\ub8e8\uc158\uc744 \uac1c\uc120\ud558\uac70\ub098 \ub2e4\ub978 \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uc548\ud558\uc138\uc694.\" 4\ub2e8\uacc4: \"\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc6d0\ub798 \uc194\ub8e8\uc158\uacfc \uac1c\uc120\ub41c \uc194\ub8e8\uc158\uc758 \uc7a5\ub2e8\uc810\uc744 \ube44\uad50\ud558\uace0 \ucd5c\uc120\uc758 \uc870\uce58\ub97c \ucd94\ucc9c\ud558\uc138\uc694.\"<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Finding_the_Right_Prompt_Engineering_Techniques\"><\/span><strong>\uc801\ud569\ud55c \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uae30\ubc95 \ucc3e\uae30<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc774\ub7ec\ud55c \ud504\ub86c\ud504\ud2b8 \uae30\ubc95\uc744 \uc775\ud788\uba74 LLM\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \ub2a5\ub825\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \ubc29\ubc95\uc740 \uace0\uc720\ud55c \uc7a5\uc810\uc744 \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \uc720\ud615\uc758 \uc791\uc5c5\uacfc \uc2dc\ub098\ub9ac\uc624\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ubc95\uc744 \uc774\ud574\ud558\uace0 \uc801\uc6a9\ud568\uc73c\ub85c\uc368 AI \uc2e4\ubb34\uc790\ub294 LLM\uc758 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \ubc1c\ud718\ud558\uc5ec \ubcf4\ub2e4 \uc815\ud655\ud558\uace0 \ucc3d\uc758\uc801\uc774\uba70 \uc720\uc6a9\ud55c \uacb0\uacfc\ubb3c\uc744 \ub3c4\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>AI \ubd84\uc57c\uac00 \uacc4\uc18d \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uadf8\uc5d0 \ub530\ub978 \uc804\ub7b5\ub3c4 \uacc4\uc18d \uc9c4\ud654\ud560 \uac83\uc785\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \uac1c\ubc1c\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \uc5bb\uace0 \ub2e4\uc591\ud55c \uae30\ubc95\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uc2e4\ud5d8\ud558\ub294 \uac83\uc740 LLM\uc744 \uc0ac\uc6a9\ud558\ub294 \ubaa8\ub4e0 \uc0ac\ub78c\uc5d0\uac8c \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ud504\ub86c\ud504\ud2b8\uc758 \uae30\uc220\uc740 \uc644\ubcbd\ud55c \uc785\ub825\uc744 \ub9cc\ub4dc\ub294 \uac83\ub9cc\ud07c\uc774\ub098 \ubaa8\ub378\uc758 \uae30\ub2a5\uacfc \ud55c\uacc4\ub97c \uc774\ud574\ud558\ub294 \uac83\uc784\uc744 \uae30\uc5b5\ud558\uc138\uc694.<\/p>","protected":false},"excerpt":{"rendered":"<p>The art of crafting effective large language model (LLM) prompts has become a crucial skill for AI practitioners. Well-designed prompts can significantly enhance an LLM&#8217;s performance, enabling more accurate, relevant, and creative outputs. This blog post explores ten of the most powerful prompting techniques, offering insights into their applications and best practices. Whether you&#8217;re a [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":13546,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,67,119],"tags":[],"class_list":["post-12997","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-ml-nlp","category-prompt-engineering"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>10 Best Prompting Techniques for LLMs in 2025 - Skim AI<\/title>\n<meta name=\"description\" content=\"Master 10 advanced prompting techniques to enhance large language model (LLM) performance. 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