{"id":27605,"date":"2024-06-25T12:05:01","date_gmt":"2024-06-25T16:05:01","guid":{"rendered":"https:\/\/www.duck9.com\/blog\/?p=27605"},"modified":"2024-06-26T09:26:28","modified_gmt":"2024-06-26T13:26:28","slug":"kla-khani-raj-singh-and-larry-chiang-on-pqrst-prompt-engineering","status":"publish","type":"post","link":"https:\/\/www.duck9.com\/blog\/kla-khani-raj-singh-and-larry-chiang-on-pqrst-prompt-engineering\/","title":{"rendered":"Kla Khani, Raj Singh and Larry Chiang on PQRST Prompt Engineering"},"content":{"rendered":"<div class=\"postie-post\">\n<div>\n<div dir=\"ltr\">Great slide from @klakhani on prompting techniques &amp; tips<\/div>\n<div dir=\"ltr\">\n<\/div>\n<div dir=\"ltr\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">PQRST Prompt Engineering<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Key Lessons for Better Output<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">\n<table cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">01<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">02<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">03<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">04<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">05<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">06<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">07<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Clarity &amp;<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Specificity<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Context &amp;<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Intent<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Instructional<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Prompts<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Feedback<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Loops<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Chain of Thought<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Shot<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Prompting<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Personas<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Use precise language to avoid ambiguity.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Include why \/ for what purpose you&#8217;re asking.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Give clear commands or steps to follow.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Prompt for iterative refinement or confirmation.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Encourage disclosure of detailed reasoning process.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Provide an example of the desired type of data or output.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Assign a character or role to the Al.<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img decoding=\"async\" src=\"https:\/\/www.duck9.com\/wp-content\/uploads\/2024\/06\/image0-63.jpeg\" alt=\"image0.jpeg\">\n<\/div>\n<div dir=\"ltr\">\n<table cellpadding=\"0\" cellspacing=\"0\" border=\"0\" style=\"border: 1px solid #ccd6dd; border-radius: 12px\" width=\"500\" bgcolor=\"#ffffff\">\n<tbody>\n<tr>\n<td colspan=\"3\" style=\"font-size: 0px; line-height: 0px\" height=\"12\">&nbsp;<\/td>\n<\/tr>\n<tr>\n<td width=\"18\" style=\"font-size: 0px; line-height: 0px; min-width: 18px\">&nbsp;<\/td>\n<td>\n<table cellpadding=\"0\" cellspacing=\"0\" border=\"0\" width=\"464\" align=\"left\">\n<tbody>\n<tr valign=\"top\">\n<td width=\"48\" valign=\"top\"><a href=\"https:\/\/x.com\/mobileraj?s=43\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/pbs.twimg.com\/profile_images\/1335014723775913984\/VPVZipQr_normal.jpg\" style=\"border-radius: 50%; padding: 0px\" height=\"48\" width=\"48\" data-unique-identifier=\"\"><\/a><\/td>\n<td width=\"8\" style=\"font-size: 0px; line-height: 0px; min-width: 8px\"><img decoding=\"async\" src=\"https:\/\/ea.twimg.com\/email\/self_serve\/media\/spacer.png\" width=\"8\" data-unique-identifier=\"\"><\/td>\n<td valign=\"middle\" width=\"388\" style=\"min-width: 388px\">\n<table cellpadding=\"0\" cellspacing=\"0\" border=\"0\" align=\"left\" width=\"388\">\n<tbody>\n<tr>\n<td align=\"left\" width=\"388\"><b><a href=\"https:\/\/x.com\/mobileraj?s=43\" style=\"font-family: Helvetica, Arial, san-serif; font-size: 14px; line-height: 18px; color: #292c2f; text-decoration: none\">Raj Singh<\/a><\/b><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><a href=\"https:\/\/x.com\/mobileraj?s=43\" style=\"font-family: Helvetica, Arial, san-serif; font-size: 14px; line-height: 18px; text-decoration: none; color: #7e8c98\">\u2066\u202a@mobileraj\u202c\u2069<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<td valign=\"top\" width=\"20\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/ea.twimg.com\/email\/self_serve\/media\/logo_twitter-1497383721365.png\" height=\"20\" width=\"24\" data-unique-identifier=\"\"><\/td>\n<\/tr>\n<tr>\n<td height=\"9\" colspan=\"4\" style=\"font-size: 0px; line-height: 0px\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/ea.twimg.com\/self_serve\/media\/spacer_464x1-1582829598167.png\" width=\"464\" height=\"1\" data-unique-identifier=\"\"><\/td>\n<\/tr>\n<tr>\n<td colspan=\"4\" style=\"font-family: Helvetica, Arial, san-serif; color: #292c2f; font-size: 18px; line-height: 24px; text-decoration: none\">Great slide from <a href=\"https:\/\/x.com\/klakhani\">\u2066\u202a@klakhani\u202c\u2069<\/a> on prompting techniques &amp; tips <a href=\"https:\/\/t.co\/lWhpjqk90l\"><span>pic.twitter.com\/lWhpjqk90l<\/span><\/a><\/td>\n<\/tr>\n<tr>\n<td height=\"3\" colspan=\"4\" style=\"font-size: 0px; line-height: 0px\">&nbsp;<\/td>\n<\/tr>\n<tr>\n<td colspan=\"4\"><a href=\"https:\/\/x.com\/mobileraj\/status\/1805611731051495854?s=43&#038;t=NipKy21fekvPoZS5MA8-lQ\" style=\"font-family: Helvetica, Arial, san-serif; color: #667785; font-size: 14px; line-height: 18px; text-decoration: none\">6\/25\/24, 9:39\u202fAM<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<td width=\"18\" style=\"font-size: 0px; line-height: 0px; min-width: 18px\">&nbsp;<\/td>\n<\/tr>\n<tr>\n<td colspan=\"3\" style=\"font-size: 0px; line-height: 0px\" height=\"12\">&nbsp;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div dir=\"ltr\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Prompt Engineering<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Key Lessons for Better Output<\/p>\n<table cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">01<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">02<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">03<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">04<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">05<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">06<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">07<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Clarity &amp;<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Specificity<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Context &amp;<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Intent<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Instructional<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Prompts<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Feedback<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Loops<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Chain of Thought<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Shot<\/p>\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Prompting<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Personas<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Use precise language to avoid ambiguity.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Include why \/ for what purpose you&#8217;re asking.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Give clear commands or steps to follow.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Prompt for iterative refinement or confirmation.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Encourage disclosure of detailed reasoning process.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Provide an example of the desired type of data or output.<\/p>\n<\/td>\n<td valign=\"top\">\n<p style=\"margin: 0px; font-style: normal; font-variant-caps: normal; font-stretch: normal; font-size: 12px; line-height: normal; font-family: Helvetica; font-size-adjust: none; font-kerning: auto; font-variant-alternates: normal; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-position: normal; font-variant-emoji: normal; font-feature-settings: normal; font-optical-sizing: auto; font-variation-settings: normal\">Assign a character or role to the Al.<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div dir=\"ltr\">\n<div dir=\"ltr\"><span style=\"background-color: rgba(255, 255, 255, 0)\">WordPress\u2019d from my personal iPhone,&nbsp;<\/span><span style=\"background-color: rgba(255, 255, 255, 0)\"><a href=\"tel:650-283-8008\" dir=\"ltr\" x-apple-data-detectors=\"true\" x-apple-data-detectors-type=\"telephone\" x-apple-data-detectors-result=\"1\">650-283-8008<\/a><\/span><span style=\"background-color: rgba(255, 255, 255, 0)\">, number that&nbsp;Steve Jobs texted me on<\/span><\/div>\n<div dir=\"ltr\"><span style=\"background-color: rgba(255, 255, 255, 0)\"><br \/>\n<\/span><\/div>\n<div dir=\"ltr\">Clarity and specificity. Use precise language to avoid ambiguity.<\/div>\n<div dir=\"ltr\">\n<\/div>\n<div dir=\"ltr\">Context and intent. Include why and for what purpose you\u2019re asking<\/div>\n<div dir=\"ltr\">Assign a character or role to the Al.<\/div>\n<div dir=\"ltr\"><span style=\"background-color: rgba(255, 255, 255, 0)\"><br \/>\n<\/span><\/div>\n<div dir=\"ltr\">\n<div><font color=\"#000000\"><span style=\"caret-color: rgb(0, 0, 0); background-color: rgba(255, 255, 255, 0)\">https:\/\/www.YouTube.com\/watch?v=ejeIz4EhoJ0<\/span><\/font><\/div>\n<div><span style=\"font-size: 13pt\"><br \/>\n<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Great slide from @klakhani on prompting techniques &amp; tips PQRST Prompt Engineering Key Lessons for Better Output 01 02 03 04 05 06 07 Clarity &amp; Specificity Context &amp; Intent Instructional Prompts Feedback Loops Chain of Thought Shot Prompting Personas Use precise language to avoid ambiguity. Include why \/ for what purpose you&#8217;re asking. Give [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":27606,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-27605","post","type-post","status-publish","format-standard","hentry","category-stanford-engineering"],"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/posts\/27605","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/comments?post=27605"}],"version-history":[{"count":1,"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/posts\/27605\/revisions"}],"predecessor-version":[{"id":27654,"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/posts\/27605\/revisions\/27654"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/media\/27606"}],"wp:attachment":[{"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/media?parent=27605"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/categories?post=27605"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.duck9.com\/blog\/wp-json\/wp\/v2\/tags?post=27605"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}