{"id":2115,"date":"2023-08-10T12:13:25","date_gmt":"2023-08-10T17:13:25","guid":{"rendered":"https:\/\/wallacegraphics.com\/?p=2115"},"modified":"2023-09-25T12:54:21","modified_gmt":"2023-09-25T17:54:21","slug":"what-can-generative-ai-do-for-you","status":"publish","type":"post","link":"https:\/\/wallacegraphics.com\/what-can-generative-ai-do-for-you\/","title":{"rendered":"What Can Generative AI Do for You?"},"content":{"rendered":"<h2>Marketing disciplines are quickly adopting artificial intelligence in one form or another. Is it a threat, a benefit, or a complementary tool for writers, designers, and content creators?<\/h2>\n<p>Performing even a casual search on the benefits and risks associated with artificial intelligence will leave you scrolling for days. The arguments for it\u2014increased productivity, reduction of human error, easy management of repetitive tasks, unbiased decisions\u2014are often pitted against the arguments concerning the risk of privacy, the automation of human jobs, the ethics of its sourcing methods, and a decrease in creativity. British theoretical physicist Stephen Hawking once said that \u201cthe development of full artificial intelligence could spell the end of the human race.\u201d That seems bad. But is it an overstatement? Time will tell. What we know for certain is that the use of artificial intelligence in the marketing field is well and truly here\u2014and here to stay, according to experts.<\/p>\n<p>\u201cI feel confident in saying that AI will transform all of our knowledge processes at work, not just content creation,\u201d says May Habib, Cofounder and CEO of Writer, an artificial writing assistant for teams. \u201cThe disruption is happening now, and it\u2019s up to all of us to make sure we get the best possible outcome.\u201d<\/p>\n<p>Habib isn\u2019t exactly the only person who is bullish on the use of AI in marketing. Ann Handley, Chief Content Officer of MarketingProfs and international best-selling author and speaker, is excited that all this chatter about AI writing is quickly shifting the conversation away from the idea that \u201cNo one reads, and writing doesn\u2019t matter anymore\u201d to a new mantra: \u201cWriting is the most important thing we do!\u201d<\/p>\n<p>\u201cI love how everyone is all-in on words and writing,\u201d Handley says. \u201cWhether you believe AI is a game changer or not, there\u2019s been a 180-degree turn towards the idea that words matter.\u201d<\/p>\n<p>For the uninformed, generative artificial intelligence (AI)\u2014sometimes called augmented intelligence\u2014is \u201cthe theory and development of computer systems that are able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between language\u201d (as defined in <em>Emerging Library Technologies<\/em> by Ida Arlene Joiner). Within marketing, much of the publicity around AI pertains to its use in marketing software tools related to data, chatbots, customer journeys, and email marketing. Today, however, AI is being used in writing, content creation, and design. That\u2019s why more than one research paper has concluded that AI might be the most disruptive technology since digital marketing.<\/p>\n<p>\u201cGenerative AI uses machine learning to create or revise written content,\u201d says Habib, an expert in natural language processing and the evolving ways we use language online. \u201cIt relies on a large language model (LLM), or an algorithm that understands data from a large data set and generates output or responds to questions based on its understanding of natural language-based inputs.\u201d<\/p>\n<p>While leaders across various industries are starting to see the extraordinary competitive advantage of implementing AI solutions, Habib says they are also seeing the extreme limitations and dangers that come from using generative models that are built for consumer use.<\/p>\n<p>\u201cTeam leaders need more than the ability to generate creative stories and sonnets\u2014they need to protect their brand and reputation,\u201d she says.<\/p>\n<p>Most commercial models, such as ChatGPT, draw intelligence (information) from public sources such as Wikipedia, social media posts, academic papers, and web pages. May Habib and Waseem Alshikh (Cofounder and CTO of Writer) created their platform to work differently. At the core of their technology is Palmyra, a proprietary family of LLMs trained on publicly available formal and business writing. More importantly, they are trained on a company\u2019s own data, such as the style guide, brand voice, messaging, sample content, and company facts. The result is that customers get their own customized version of the model, and the data is used like an index. Most of Writer\u2019s 100-plus customers\u2014including Uber, L\u2019Or\u00e9al, Deloitte, Spotify, HubSpot, and Hilton\u2014are brand-conscious companies with more than 1,000 employees, often in technology, retail and e-commerce, financial services, and healthcare.<\/p>\n<p>But what exactly is AI being used for in marketing on a day-to-day basis?<\/p>\n<p>Writers\u2014marketers, UX designers, editors, customer service professionals, and others\u2014are using AI to save loads of time by generating drafts and new content from scratch. The real value, though, comes in the more tedious parts of the content development process: repurposing, analyzing, researching, transforming, and even distributing content. Habib uses the example of an original piece of written content, such as a blog post or a white paper. Generative AI can automatically take care of the time-consuming tasks that need to be done once the piece is finished: slicing it into smaller pieces such as summary bullets, making press abstracts, or creating email copy, social posts, or short copy for ads and SEO pieces.<\/p>\n<p>\u201cAnother big area of value is being able to create or repurpose content to align to your editorial guidelines and ensure consistency of messaging, brand voice, key terminology, and company facts across all your people and use cases,\u201d Habib explains. \u201cThat\u2019s a huge downside of having all your people roll out their own AI rather than do it in an orchestrated manner.\u201d<\/p>\n<p>The AI process in a marketing scenario could work like this: A human uses words to apply an idea or creative concept to an algorithm. That algorithm then builds an asset that is judged by its model and produces an outcome. That result is based on what the machine (computer) has learned and anticipates. The upside is that this can all happen in a matter of seconds. The downside\u2014depending on how you look at things\u2014is that there is no back-and-forth with a human designer to arrive at an outcome closer to the one desired. Imagine, however, that you\u2019re a client briefing a design team with your creative direction and then waiting days for them to reply with a first idea. Using AI, the early stages of the creative process could be reduced to a few minutes, and you could send the project down the desired creative path, rather than with a human designer\u2019s misinterpretation. Even if the computer-generated design is way off track, you know where you don\u2019t want to go, and a human can take over from there.<\/p>\n<p>So, what does this type of artificial intelligence implementation mean for marketers? Should they view it as a threat to their livelihoods, or should they be using it to create better content, copy, and designs more efficiently and cost-effectively? The general consensus is that AI should be\u2014and can be\u2014a supplement to human creativity. Much like in the briefing scenario, Handley says writers\u2014and those who rely on them\u2014should think of AI as a robot perched on their shoulder.<\/p>\n<p>\u201cIt\u2019s not the creator at the keyboard, but a tool to help brainstorm, refine, edit, reimagine a blog post as a social post, or iterate on headlines,\u201d Handley says. \u201cYes, writing is work, and that is fueling the frenzy around AI writing. A lot of us are looking for a way to shortcut the process, because we think AI is like a microwave that will heat our Hot Pocket in a jiffy, but it\u2019s not like that because our content isn\u2019t extruded and rolled and mass-produced, or it shouldn\u2019t be, and because that\u2019s not how we should use AI.\u201d<\/p>\n<p>May Habib is adamant that Writer was created to support content creators, not replace them\u2014to take the tedious parts of writing off their plates, freeing them up to do the good stuff and enjoy the process as well. The platform works by snapping into a company\u2019s business data sources to deliver accurate content wherever people write. It delivers a UI and sits in-line wherever you work, whether as a web app, Mac app, or plug-in to an application such as Figma or Contentful, and it suggests writing edits or improvements based on brand, messaging, and facts. It also serves as a place to create content. A user could tell it to \u201csummarize that last paragraph\u201d or \u201ckeep writing based on what I just wrote\u201d or \u201cimprove the last three sentences.\u201d Habib says that writing copy, however, is only about 10 percent of how the technology is used by clients. Use cases are as diverse as clinical customer communications, curricula and training material development, and market-moving information summarization.<\/p>\n<p>\u201cI\u2019m thrilled that businesses are finding ways for generative AI to improve workflows and impact their bottom line. The power comes into play when you figure out how to have it help you streamline your process, not replace your process. It\u2019s not meant to be your process. It\u2019s something to bolt onto your process,\u201d says Habib. \u201cThe transition from \u2018this is cool\u2019 to \u2018this just helped me do my job better\u2019 is happening right now, and it\u2019s exciting to see. But by no means is it coming for peoples\u2019 jobs.\u201d<\/p>\n<p>The fear or prediction that in the future, the byline of this article could read \u201cStory by Tim, the AI Robot\u201d is one thing, but there are bigger AI-related questions around security. Habib\u2019s advice is to thoroughly read the terms and conditions of any AI tool you\u2019re considering and confirm if it uses, keeps, and stores your data. If you\u2019re considering implementing AI into your business, she recommends first gaining a complete understanding of the tool you choose. Besides determining its data security level, find out if it allows you to customize output based on your brand, style, messages, and company facts and if it can it be integrated into your business, writing, or creative workflow.<\/p>\n<p>Whether or not you are a writer, a certain amount of trepidation is normal when disruptive new tools like the ones presented by the recent AI boom come along. In fact, many have compared AI to the adoption of the internet. Habib offers another analogy. \u201cI think it\u2019s more like electricity, which took time to fully adapt and use its capabilities to the full extent,\u201d she says. \u201cWith AI, it\u2019s going to take time to learn best practices and teach them to others. AI is really about us upscaling as humans and the processes of how we approach work.\u201d<\/p>\n<p>When it comes to communication, Handley believes AI tools are best used to prompt new thinking and get new ideas out of your head. From there, it\u2019s about layering in your unique point of view and ability to tell a story to another person. That skill, she believes, will never be replaced by a robot.<\/p>\n<p>\u201cThe advent of AI makes one thing really clear to me: your relationship with your audience matters more than ever,\u201d Handley says. \u201cThe AI tool has to go through you and be wrapped with your voice and your narrative, and your ability to build a relationship with readers through your words is the differentiator. You may write faster first drafts, but you can\u2019t shortcut relationships. You can\u2019t prompt your way to trust.\u201d<\/p>\n<h3>Bonus Thoughts From May and Ann<\/h3>\n<p><strong>May Habib, Cofounder of AI platform Writer<\/strong><\/p>\n<p>\u201cThe major bottleneck for demand-gen teams is content. Marketers need to be able to create multiple content pieces for various audiences and for all stages of the funnel. The dirty little secret is that good marketers know how to take a body of work\u2014a survey, a framework, or an excellent piece of writing\u2014and slice it up into many content assets. Having a tool that lets them summarize, repurpose, and transform their great content and ensure accuracy and brand and message consistency can be incredibly impactful.<\/p>\n<p>Companies are going to need stronger subject matter expertise across the board. Writing is thinking, and when the first draft is done by AI, there\u2019s a critical first-principles part of the process that\u2019s been cut out. The person who edits\/reviews that content will need to be better at the underlying material than they might have been able to get away with pre-AI. And with AI integrated into more processes, the ability to know when to accept or invalidate AI\u2019s help will be critical.\u201d<\/p>\n<p><strong>Ann Handley, Chief Content Officer at MarketingProfs, digital marketing expert<\/strong><\/p>\n<p>\u201cWriting isn\u2019t just about the product. It\u2019s not just about the output. It\u2019s about the thinking. It\u2019s how I figure out what I know or don\u2019t know. It\u2019s how I probe the depths of my thinking.<\/p>\n<p>I currently use AI as a productivity tool more than a creation tool. For me\u2014that\u2019s where the value is. I\u2019m using it to help me brainstorm ideas. I use it for pedestrian things like the first pass of a proofread and for research. But mostly, I experiment with it. We have to figure out how we can we use these things to benefit us.\u201d<\/p>\n<p><em>This article originally appeared in FULL CIRCLE as syndicated content and is subject to copyright protections. <\/em>All rights reserved. Image(s) used under license from Shutterstock.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Marketing disciplines are quickly adopting artificial intelligence in one form or another. Is it a threat, a benefit, or a complementary tool for writers, designers, and content creators? Performing even&#8230;<\/p>\n","protected":false},"author":13,"featured_media":2174,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[68,1],"tags":[],"class_list":{"0":"post-2115","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-full-circle","8":"category-blog"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What Can Generative AI Do for You? - Wallace Graphics<\/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:\/\/wallacegraphics.com\/what-can-generative-ai-do-for-you\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Can Generative AI Do for You? - Wallace Graphics\" \/>\n<meta property=\"og:description\" content=\"Marketing disciplines are quickly adopting artificial intelligence in one form or another. 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