{"id":1776,"date":"2022-09-19T09:43:48","date_gmt":"2022-09-19T06:43:48","guid":{"rendered":"https:\/\/persona.qcri.org\/blog\/?p=1776"},"modified":"2023-11-02T12:50:29","modified_gmt":"2023-11-02T09:50:29","slug":"first-ai-generated-blog-post-in-persona-blog","status":"publish","type":"post","link":"https:\/\/persona.qcri.org\/blog\/first-ai-generated-blog-post-in-persona-blog\/","title":{"rendered":"First AI-generated blog post in persona blog"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">In one of our Monday meetings, our engineer Soon demoed OpenAI&#8217;s GPT-3 text generator. He used the example of generating questions about <a href=\"https:\/\/persona.qcri.org\/blog\/persona-topics\/personas\/\">personas<\/a> using the language model. All of us present at the meeting were quite impressed with the fluency and relevance of the results.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In that same meeting, I suggested that we rotate blog writing responsibility, so that every week there\u2019s one new blog post written by taking turns. Joke\u2019s on me, and I got to be the second in line. Because I\u2019m currently busy with teaching, I thought an AI model could help me.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hence, I borrowed Soon\u2019s idea, even stealing his prompt, to generate some questions related to personas. For the following outputs, I used OpenAI\u2019s Playground (<\/span><a href=\"https:\/\/beta.openai.com\/playground\"><span style=\"font-weight: 400;\">https:\/\/beta.openai.com\/playground<\/span><\/a><span style=\"font-weight: 400;\">). As you\u2019re about to see, the results are pretty good.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">My initial prompt was \u201c8 questions about personas\u201d. Interestingly, GPT-3 auto-completed this first to \u201c8 questions about personas that you should consider when creating a persona.\u201d before starting to list those eight questions. I generated the questions iteratively five times using this expanded prompt. You can see the results below.<\/span><\/p>\n<p><b>FIRST RUN:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">8 questions about personas that you should consider when creating a persona.<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> What needs does your persona have?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What are your persona&#8217;s goals?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s role in their organization?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s primary motivation?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> How does your persona make decisions?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s attitude towards risks?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s level of technical expertise?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s preferred method of communication?<\/span><\/li>\n<\/ol>\n<p><b>SECOND RUN:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">8 questions about personas that you should consider when creating a persona.<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> What are the demographics of your persona?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s occupation?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s education level?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s income level?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What are your persona&#8217;s interests?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What are your persona&#8217;s hobbies?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s favorite type of entertainment?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s favorite type of food?<\/span><\/li>\n<\/ol>\n<p><b>THIRD RUN:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">8 questions about personas that you should consider when creating a persona.<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> What are the demographics of your persona?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s occupation?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s level of education?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s income level?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What are your persona&#8217;s hobbies and interests?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s relationship status?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s religious affiliation?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s political affiliation?<\/span><\/li>\n<\/ol>\n<p><b>FOURTH RUN:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">8 questions about personas that you should consider when creating a persona.<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> What are the persona&#8217;s goals and objectives?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What motivates the persona?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What does the persona need or want?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> How does the persona behave?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What does the persona think?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What does the persona feel?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What does the persona value?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What does the persona fear?<\/span><\/li>\n<\/ol>\n<p><b>FIFTH RUN:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">8 questions about personas that you should consider when creating a persona.<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> What demographics does your persona represent?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s age?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s gender?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s income level?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s education level?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s occupation?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s interests?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s lifestyle?<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\u2026now, what do we learn from this? A couple of things:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">First, there is a lot of repetition between the runs, e.g., concerning demographics. This is not a bad thing: in contrast, it shows stability in that the model has clearly learned some stable characteristics of questions that most commonly belong to the <a href=\"https:\/\/persona.qcri.org\/blog\/how-to-create-personas-steps-using-the-qualitative-quantitative-or-mixed-method-approach\/\">persona creation process<\/a>. In fact, one could argue that the reappearing questions are the ones one should focus on, as these keep popping up in the model\u2019s thinking (which is based on the writings of the world).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Second, new information keeps emerging as well, which suggests that one should rely on multiple runs when interrogating a language model, in order to reach saturation of what can be learned from the model. Below, I\u2019m <strong>bolding<\/strong> the new information aspects appearing in each iteration:<\/span><\/li>\n<\/ul>\n<p><b>FIRST RUN:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">8 questions about personas that you should consider when creating a persona.<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> What needs does your persona have?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What are your persona&#8217;s goals?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s role in their organization?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s primary motivation?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> How does your persona make decisions?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s attitude towards risks?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s level of technical expertise?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s preferred method of communication?<\/span><\/li>\n<\/ol>\n<p><b>SECOND RUN:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">8 questions about personas that you should consider when creating a persona.<\/span><\/p>\n<ol>\n<li><strong> What are the demographics of your persona?<\/strong><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s occupation?<\/span><\/li>\n<li><strong> What is your persona&#8217;s education level?<\/strong><\/li>\n<li><strong> What is your persona&#8217;s income level?<\/strong><\/li>\n<li><strong> What are your persona&#8217;s interests?<\/strong><\/li>\n<li><strong> What are your persona&#8217;s hobbies?<\/strong><\/li>\n<li><strong> What is your persona&#8217;s favorite type of entertainment?<\/strong><\/li>\n<li><strong> What is your persona&#8217;s favorite type of food?<\/strong><\/li>\n<\/ol>\n<p><b>THIRD RUN:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">8 questions about personas that you should consider when creating a persona.<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> What are the demographics of your persona?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s occupation?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s level of education?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s income level?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What are your persona&#8217;s hobbies and interests?<\/span><\/li>\n<li><strong> What is your persona&#8217;s relationship status?<\/strong><\/li>\n<li><strong> What is your persona&#8217;s religious affiliation?<\/strong><\/li>\n<li><strong> What is your persona&#8217;s political affiliation?<\/strong><\/li>\n<\/ol>\n<p><b>FOURTH RUN:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">8 questions about personas that you should consider when creating a persona.<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> What are the persona&#8217;s goals and objectives?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What motivates the persona?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What does the persona need or want?<\/span><\/li>\n<li><strong> How does the persona behave?<\/strong><\/li>\n<li><strong> What does the persona think?<\/strong><\/li>\n<li><strong> What does the persona feel?<\/strong><\/li>\n<li><strong> What does the persona value?<\/strong><\/li>\n<li><strong> What does the persona fear?<\/strong><\/li>\n<\/ol>\n<p><b>FIFTH RUN:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">8 questions about personas that you should consider when creating a persona.<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> What demographics does your persona represent?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s age?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s gender?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s income level?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s education level?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s occupation?<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> What is your persona&#8217;s interests?<\/span><\/li>\n<li><strong> What is your persona&#8217;s lifestyle?<\/strong><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">As can be seen, in all of the reiterations, new aspects keep emerging, although I\u2019d argue there\u2019s a clear effect of decreasing marginal returns (i.e., the same things keep popping up, with slightly different phrasing). The point is that using the language models several times, rather than just once, we can \u201csample\u201d the \u201creal\u201d population, in this case what has been written about the topic. This can be quite a powerful technique for <a href=\"https:\/\/persona.qcri.org\/blog\/ai-can-generate-code-to-generate-personas\/\">multiple use cases<\/a>, of which there will probably be many in the future.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In one of our Monday meetings, our engineer Soon demoed OpenAI&#8217;s GPT-3 text generator. He used the example of generating questions about personas using the language model. All of us present at the meeting were quite impressed with the fluency and relevance of the results. In that same meeting, I suggested that we rotate blog [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[558],"tags":[33,340,559],"class_list":["post-1776","post","type-post","status-publish","format-standard","hentry","category-ai-personas","tag-personas","tag-questions","tag-transformers"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>First AI-generated blog post in persona blog &#8211; The Persona Blog<\/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:\/\/persona.qcri.org\/blog\/first-ai-generated-blog-post-in-persona-blog\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"First AI-generated blog post in persona blog &#8211; The Persona Blog\" \/>\n<meta property=\"og:description\" content=\"In one of our Monday meetings, our engineer Soon demoed OpenAI&#8217;s GPT-3 text generator. He used the example of generating questions about personas using the language model. All of us present at the meeting were quite impressed with the fluency and relevance of the results. In that same meeting, I suggested that we rotate blog [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/persona.qcri.org\/blog\/first-ai-generated-blog-post-in-persona-blog\/\" \/>\n<meta property=\"og:site_name\" content=\"The Persona Blog\" \/>\n<meta property=\"article:published_time\" content=\"2022-09-19T06:43:48+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-02T09:50:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2020\/04\/APG-2020.png?fit=490%2C300&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"490\" \/>\n\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Joni Salminen\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@jonintweet\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Joni Salminen\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/persona.qcri.org\/blog\/first-ai-generated-blog-post-in-persona-blog\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/persona.qcri.org\/blog\/first-ai-generated-blog-post-in-persona-blog\/\"},\"author\":{\"name\":\"Joni Salminen\",\"@id\":\"https:\/\/persona.qcri.org\/blog\/#\/schema\/person\/a27247804c613302571069953ae51336\"},\"headline\":\"First AI-generated blog post in persona blog\",\"datePublished\":\"2022-09-19T06:43:48+00:00\",\"dateModified\":\"2023-11-02T09:50:29+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/persona.qcri.org\/blog\/first-ai-generated-blog-post-in-persona-blog\/\"},\"wordCount\":1033,\"publisher\":{\"@id\":\"https:\/\/persona.qcri.org\/blog\/#organization\"},\"keywords\":[\"personas\",\"questions\",\"transformers\"],\"articleSection\":[\"AI personas\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/persona.qcri.org\/blog\/first-ai-generated-blog-post-in-persona-blog\/\",\"url\":\"https:\/\/persona.qcri.org\/blog\/first-ai-generated-blog-post-in-persona-blog\/\",\"name\":\"First AI-generated blog post in persona blog &#8211; 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He used the example of generating questions about personas using the language model. All of us present at the meeting were quite impressed with the fluency and relevance of the results. 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