  {"id":12440,"date":"2025-08-04T09:07:00","date_gmt":"2025-08-04T13:07:00","guid":{"rendered":"https:\/\/thirdwunder.com\/?p=12440"},"modified":"2025-08-06T15:48:55","modified_gmt":"2025-08-06T19:48:55","slug":"guide-de-lia-pour-les-neophytes","status":"publish","type":"post","link":"https:\/\/thirdwunder.com\/fr\/blog\/guide-de-lia-pour-les-neophytes\/","title":{"rendered":"Guide de l\u2019IA pour les n\u00e9ophytes"},"content":{"rendered":"\n<p>We\u2019ve all seen it before, generic and obviously AI generated content that starts with \u201cin a fast-paced digital landscape,\u201d and is full of all those words AI loves to overuse and abuse. It\u2019s led to constant callouts and gotcha moments in comment sections all over the web. But the biggest reason so much AI content sounds the same is because most people are still struggling with how to effectively use and prompt generative AI.<\/p>\n\n<p>So, I\u2019m here today to give you the non-tech-bro lowdown on how to get AI to actually do what you want it to\u2014no technical know-how required.<\/p>\n\n<h2 class=\"wp-block-heading\">What you need to understand about generative AI<\/h2>\n\n<p>We at Third Wunder have been doing a lot of experimenting with generative AI, trying to see how we can <a href=\"https:\/\/thirdwunder.com\/blog\/5-roles-ai-can-play-on-your-content-team\/\">adapt and integrate this new technology into our workflows<\/a>. This has involved a lot of trial and error and not a small amount of frustration. But the biggest takeaway from all of it is this: AI is both very smart and very dumb.<\/p>\n\n<p>Let me explain. AI is able to compute what would take you or I several lifetimes to get through in a matter of seconds. But at the same time, it doesn\u2019t have our instincts or ability to make cognitive leaps. What that means is AI does not do nuance and it takes everything literally. So you need to be painfully specific and detailed in how you ask it to do things.<\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcP9hzVwVqJr8O7kwu5vulJVghdX6bOVz3oUR5t_JijnrFwG3MSds5LcB3vWPNUQixeLoLxVQETN7QopVf7O_BwjUDMo3r33Xan-G9JU5e7S1sWVGaK7nva6BJLOCyIv7U5gNqdCQ?key=aG7FiNOW_ndlJzz9TycyOA\" alt=\"\"\/><\/figure>\n\n<p>Sort of like the children\u2019s book character, Amelia Bedelia (pictured above), if you don\u2019t give AI the right context or leave it to its own devices, you\u2019re not going to be happy with its output.<\/p>\n\n<h2 class=\"wp-block-heading\">So, how do you get generative AI to do what you want it to?<\/h2>\n\n<p>By now, you\u2019ve probably heard a lot about prompt engineering. When generative AI first hit the scene, a lot of hay was made out of the idea that prompt engineering was going to become its own discipline. This, like many things in tech, soon fell to the wayside as newer, more sophisticated models have come out. That hasn\u2019t stopped people from talking about it.\u00a0<\/p>\n\n<p>One of the more persistent schools of thought from the early days of AI is the notion that you have to create the perfect prompt all in one go, almost as if you only get one chance to get it right. That couldn\u2019t be further from the truth. In fact, the more you ask AI to do in one go, the less likely you are to get something you\u2019re satisfied with. Which is why the most effective way to prompt AI is in the form of a conversation.\u00a0<\/p>\n\n<p>Think of it like briefing a freelancer. You want to be clear about the type of work you are asking for, as well as giving the AI pertinent information like your goals, intended results, and target audience. If it\u2019s content to be created, give it the necessary parameters like length, tone, and style, as well as examples of similar work. The more context the better.<\/p>\n\n<p>After that it\u2019s all about refining. Having a structured initial prompt is good, but the real work is in analyzing the AI\u2019s output and asking for refinements. It\u2019s a lot easier to articulate what exactly you\u2019re looking for after identifying everything you don\u2019t like about the draft in front of you.\u00a0<\/p>\n\n<h3 class=\"wp-block-heading\">What prompting AI looks like in practice<\/h3>\n\n<p>As I\u2019ve mentioned, prompting is more of an iterative process where you are in dialogue with the agent you\u2019re using. A lot of my own conversations go something like this:<\/p>\n\n<p>I usually start off with something along the lines of \u201c<em>I\u2019ve been tasked with creating [content type] for [platform]. This piece is on [subject] from [angle\/perspective] and is targeted at [audience segment]. Can you help me create an outline?<\/em><\/p>\n\n<p>By asking the agent to write an outline or brief, it gives me a chance to see the direction and editorial choices the AI makes and it\u2019s easier at this stage to fine tune it, if the AI is missing key points or you want to go in a different direction with the piece. Once I\u2019m happy with the outline, I get the agent to start drafting the piece itself.<\/p>\n\n<p>Once you\u2019ve got a working draft, the conversation becomes more like a feedback or review session, where you can identify what you don\u2019t like and ask the agent to make changes. Telling it things like \u201c<em>can you add more meat?\u201d <\/em>or <em>\u201cmake it sound more human and less boardroom,\u201d<\/em> go a long way towards getting output you\u2019re satisfied with.<\/p>\n\n<h2 class=\"wp-block-heading\">When in doubt, ask AI<\/h2>\n\n<p>Another approach is to <a href=\"https:\/\/thirdwunder.com\/blog\/third-wednesday-webinar-presents-marketing-research-reinvented\/\">ask AI to help<\/a> you create a prompt. If anyone is an expert on what AI can and cannot do, it\u2019s AI. That is to say, if you\u2019re not successful in getting the kind of output you need, the best solution is to ask AI why your prompt isn\u2019t working. This works for two reasons. One, the AI model you\u2019re using will identify any limitations or obstacles it\u2019s bumping up against (like your ask exceeding its memory limit). And two, this frees you up to more easily articulate your big-picture needs without getting bogged down with all the minute details.<\/p>\n\n<p>This is also an excellent exercise if you\u2019re not entirely clear on what it is you need. It\u2019s sort of like playing 20 questions, where at the end you have <a href=\"https:\/\/thirdwunder.com\/blog\/institutional-knowledge-is-your-real-asset\/\">a clear set of directives<\/a> for what needs doing and how to get it done.<\/p>\n\n<h2 class=\"wp-block-heading\">What about all those pesky \u201cAIisms\u201d?<\/h2>\n            \n<aside id=\"block_c4a4cc773503fb6fe11f961c968524f6\" class=\"gutenburg-block-content-multimedia-image gutenberg-content-section uk-preserve-color uk-padding-small uk-section uk-section-overlap uk-margin-medium-top uk-margin-medium-bottom  uk-section-default  uk-padding uk-dark layout-content layout-content-image uk-text-left\" >\n    <section class=\"uk-width-1-1\">\n<figure id=\"block_c4a4cc773503fb6fe11f961c968524f6\"\n    class=\"section-image uk-height-1-1 uk-margin-remove-bottom uk-flex uk-flex-middle   uk-dark             \"\n        \n    >\n\n        <img\n        data-src=\"https:\/\/thirdwunder.com\/wp-content\/uploads\/2025\/07\/Bernie-Meme-400x311.jpg\"\n        data-srcset=\"https:\/\/thirdwunder.com\/wp-content\/uploads\/2025\/07\/Bernie-Meme-400x311.jpg 400w, https:\/\/thirdwunder.com\/wp-content\/uploads\/2025\/07\/Bernie-Meme.jpg 800w, https:\/\/thirdwunder.com\/wp-content\/uploads\/2025\/07\/Bernie-Meme.jpg 1200w, https:\/\/thirdwunder.com\/wp-content\/uploads\/2025\/07\/Bernie-Meme.jpg 1600w, https:\/\/thirdwunder.com\/wp-content\/uploads\/2025\/07\/Bernie-Meme.jpg 2048w\"\n        data-sizes=\"(max-width: 400px) 400px, (max-width: 800px) 800px, (max-width: 1200px ) 1200px, (max-width: 1600px ) 1600px, (max-width: 2048px ) 2048px\"\n        width=\"400\"\n        height=\"311\"\n        alt=\"Bernie\"\n        class=\"uk-width-1-1 uk-responsive-width \"\n                    uk-scrollspy=\"cls: uk-animation-fade; repeat: true\"\n            uk-img=\"\"\n                            \/>\n<\/figure>\n<\/section>\n    <\/aside>\n\n        \n<p>While getting better at prompting will <a href=\"https:\/\/thirdwunder.com\/blog\/ai-for-social-media-marketing\/\">improve the quality of AI output<\/a>, it\u2019s still going to have a lot of those telltale signs that it was written by an AI. It\u2019s a bit trickier to fix that. Most commonly, people will do a copyedit of the work and change all those \u201cenhance\u201d, \u201celevate\u201d, \u201cunlock\u201d, and other overused words.\u00a0<\/p>\n\n<p>A strategy that we\u2019ve found quite effective in training the agents we use at Third Wunder is to create a document of exclusions. By training our agents on this document, we cut down on the amount of time needed to proof work completed by AI. It\u2019s not 100% foolproof, though. The insistent overuse of em-dashes being one of the tendencies that is particularly sticky, but it does make life a little easier (and our agents more reliable).<\/p>\n\n<h2 class=\"wp-block-heading\">What\u2019s the takeaway?<\/h2>\n\n<p>All it really takes to get good at AI is effective communication, not unlike most things in life. The upside is that AI never gets offended or frustrated with countless rounds of <a href=\"https:\/\/thirdwunder.com\/blog\/how-to-manage-creative-feedback-for-faster-approvals\/\">feedback and revisions<\/a>. And speaking from personal experience, the more you work with AI, the easier it gets to figure out <em>how<\/em> to ask for what you want.<\/p>\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<div class=\"wp-block-content-embed-hubspot-embed-block\"><link rel=\"modulepreload\" href=\"https:\/\/thirdwunder.com\/wp-content\/plugins\/hubspot-content-embed\/build\/hsEmbedInjector.js\"\/><script type=\"module\" async>\n        import { injectHsEmbed } from 'https:\/\/thirdwunder.com\/wp-content\/plugins\/hubspot-content-embed\/build\/hsEmbedInjector.js';\n        const elementId = \"hs-embed-client-inject-190634484503-4685\";\n        const embedDomain = \"https:\/\/21237790.hs-sites.com\/_hcms\/embed\/190634484503\";\n        const embedId = 190634484503;\n        const options = { sendCurrentUTKAsParam: true };\n        injectHsEmbed(embedId, embedDomain, elementId, options).catch((err) => {\n          \/\/ If the embed fails for some reason, just completely hide it\n          console.error('HubSpot Content embed injection error:', err);\n          document.getElementById(elementId).style.height = 0;\n          document.getElementById(elementId).style.minHeight = 0;\n        })\n    <\/script><div id=\"hs-embed-client-inject-190634484503-4685\" data-embed-id=\"190634484503\" style=\"min-height:350px\" class=\"hs-embed-wrapper\"><\/div><\/div>\n<script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"@id\":\"https:\/\/thirdwunder.com\/fr\/blog\/guide-de-lia-pour-les-neophytes\/\",\"url\":\"https:\/\/thirdwunder.com\/fr\/blog\/guide-de-lia-pour-les-neophytes\/\",\"name\":\"FAQ\",\"description\":\"\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What\u2019s the easiest way to start using AI if I\u2019m not tech-savvy?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Start by treating AI like a collaborator, not a mind reader. Use clear, specific instructions, and don\u2019t expect perfect results on the first try. Think of it as a conversation.\",\"dateCreated\":\"2025-07-24T18:36:31+00:00\"}},{\"@type\":\"Question\",\"name\":\"How do I write a good AI prompt?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Focus on giving context: who it's for, what you want, and how you want it to sound. Short, vague prompts often lead to generic output. Be direct and detailed.\",\"dateCreated\":\"2025-07-24T18:37:54+00:00\"}},{\"@type\":\"Question\",\"name\":\"Can AI actually create content that sounds human?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes\u2014but only if you guide it. You\u2019ll likely need to review, refine, and give feedback. A conversational approach usually gets you better, more human results.\",\"dateCreated\":\"2025-07-24T18:39:08+00:00\"}},{\"@type\":\"Question\",\"name\":\"Why does AI content often sound robotic or repetitive?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Because most people use vague prompts or rely on default settings. With better instructions and a bit of editing, you can avoid those \u201cAIisms\u201d altogether.\",\"dateCreated\":\"2025-07-24T18:39:50+00:00\"}}]}<\/script>\n<aside id=\"content-tw_faq-block_0da7562a97d32aa539fab2d97b301246\" class=\"gutenburg-block-content-wunderplugin\/faq-accordian gutenberg-content-section uk-preserve-color uk-padding-small uk-section uk-section-overlap uk-margin-medium-top uk-margin-medium-bottom  uk-section-muted-alt  uk-padding uk-dark layout-content layout-content-accordian uk-text-left\" >\n    <header class=\"element-header uk-margin-small-bottom left uk-dark\">\n    \n        <h4 class=\"uk-h3 uk-heading-line uk-margin-remove-top uk-margin-remove-top\">\n        <span>FAQ<\/span>\n    <\/h4>\n    \n        \n\n    <\/header>\n<section id=\"layout-tw_faq-accordion-0-0\" class=\"uk-dark\" >\n    <ul id=\"layout-tw_faq-accordion-0-0-list\" class=\"layout-accordian\" uk-accordion>\n            <li id=\"tw_faq-accordian-12424-0-0\" class=\"tw_faq-accordian post-12424 tw_faq type-tw_faq status-publish hentry tw_faq_category-wunderagents tw_faq_tag-guide-to-ai\" >\n    <a class=\"uk-accordion-title\" href=\"#\" title=\"Expand\">\n        <h3 >What\u2019s the easiest way to start using AI if I\u2019m not tech-savvy?<\/h3>\n    <\/a>\n    <div class=\"uk-accordion-content\" >\n       <div class=\"uk-text-muted\" ><!-- wp:paragraph -->\n<p>Start by treating AI like a collaborator, not a mind reader. Use clear, specific instructions, and don\u2019t expect perfect results on the first try. Think of it as a conversation.<\/p>\n<!-- \/wp:paragraph --><\/div>\n           <\/div>\n<\/li>\n            <li id=\"tw_faq-accordian-12425-0-0\" class=\"tw_faq-accordian post-12425 tw_faq type-tw_faq status-publish hentry tw_faq_category-wunderagents tw_faq_tag-guide-to-ai\" >\n    <a class=\"uk-accordion-title\" href=\"#\" title=\"Expand\">\n        <h3 >How do I write a good AI prompt?<\/h3>\n    <\/a>\n    <div class=\"uk-accordion-content\" >\n       <div class=\"uk-text-muted\" ><!-- wp:paragraph -->\n<p>Focus on giving context: who it&rsquo;s for, what you want, and how you want it to sound. Short, vague prompts often lead to generic output. Be direct and detailed.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n           <\/div>\n<\/li>\n            <li id=\"tw_faq-accordian-12427-0-0\" class=\"tw_faq-accordian post-12427 tw_faq type-tw_faq status-publish hentry tw_faq_category-wunderagents tw_faq_tag-guide-to-ai\" >\n    <a class=\"uk-accordion-title\" href=\"#\" title=\"Expand\">\n        <h3 >Can AI actually create content that sounds human?<\/h3>\n    <\/a>\n    <div class=\"uk-accordion-content\" >\n       <div class=\"uk-text-muted\" ><!-- wp:paragraph -->\n<p>Yes\u2014but only if you guide it. You\u2019ll likely need to review, refine, and give feedback. A conversational approach usually gets you better, more human results.<\/p>\n<!-- \/wp:paragraph --><\/div>\n           <\/div>\n<\/li>\n            <li id=\"tw_faq-accordian-12428-0-0\" class=\"tw_faq-accordian post-12428 tw_faq type-tw_faq status-publish hentry tw_faq_category-wunderagents tw_faq_tag-guide-to-ai\" >\n    <a class=\"uk-accordion-title\" href=\"#\" title=\"Expand\">\n        <h3 >Why does AI content often sound robotic or repetitive?<\/h3>\n    <\/a>\n    <div class=\"uk-accordion-content\" >\n       <div class=\"uk-text-muted\" ><!-- wp:paragraph -->\n<p>Because most people use vague prompts or rely on default settings. With better instructions and a bit of editing, you can avoid those \u201cAIisms\u201d altogether.<\/p>\n<!-- \/wp:paragraph --><\/div>\n           <\/div>\n<\/li>\n    <\/ul>\n<\/section>\n    <\/aside>\n\n","protected":false},"excerpt":{"rendered":"<p>We\u2019ve all seen it before, generic and obviously AI generated content that starts with \u201cin a fast-paced digital landscape,\u201d and is full of all those [&hellip;]<\/p>\n","protected":false},"author":31,"featured_media":12439,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[885],"tags":[1320,741,1321,751,983],"tw_product_category":[],"tw_service_category":[815],"video-topic":[],"class_list":["post-12440","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-strategie","tag-comment-faire","tag-en-vedette","tag-guide-2","tag-ia","tag-outils-ia","tw_service_category-strategie"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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