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Democratized Generative AI: What’s Behind Creative Accessibility for All? · Neil Sahota

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aria-label="Search"/> </form> </div> </div> </div> </div> </header> </div> <!-- mfn_hook_content_before --><!-- mfn_hook_content_before --> <div data-elementor-type="single-post" data-elementor-id="3428" class="elementor elementor-3428 elementor-location-single post-5858 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence" data-elementor-post-type="elementor_library"> <section class="ob-is-breaking-bad elementor-section elementor-top-section elementor-element elementor-element-4ea2a4d elementor-section-boxed elementor-section-height-default elementor-section-height-default" data-id="4ea2a4d" data-element_type="section" data-settings="{&quot;_ob_bbad_use_it&quot;:&quot;yes&quot;,&quot;_ob_bbad_sssic_use&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}"> <div class="elementor-container elementor-column-gap-default"> <div class="elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-17e049d" data-id="17e049d" data-element_type="column" data-settings="{&quot;_ob_bbad_is_stalker&quot;:&quot;no&quot;,&quot;_ob_teleporter_use&quot;:false,&quot;_ob_column_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}"> <div class="elementor-widget-wrap elementor-element-populated"> <div class="elementor-element elementor-element-94b0dd6 ob-has-background-overlay elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading" data-id="94b0dd6" data-element_type="widget" data-settings="{&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}" data-widget_type="theme-post-title.default"> <div class="elementor-widget-container"> <h1 class="elementor-heading-title elementor-size-default">Democratized Generative AI: What’s Behind Creative Accessibility for All?</h1> </div> </div> <div class="elementor-element elementor-element-6bdcea2 ob-has-background-overlay elementor-widget elementor-widget-post-info" data-id="6bdcea2" data-element_type="widget" data-settings="{&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}" data-widget_type="post-info.default"> <div class="elementor-widget-container"> <ul class="elementor-inline-items elementor-icon-list-items elementor-post-info"> <li class="elementor-icon-list-item elementor-repeater-item-d6eba00 elementor-inline-item" itemprop="author"> <a href="https://neilsahota.com/author/urosleadinsocial-com/"> <span class="elementor-icon-list-icon"> <i aria-hidden="true" class="far fa-user-circle"></i> </span> <span class="elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author"> Neil Sahota </span> </a> </li> <li class="elementor-icon-list-item elementor-repeater-item-bd6ecc0 elementor-inline-item" itemprop="datePublished"> <a href="https://neilsahota.com/2024/10/21/"> <span class="elementor-icon-list-icon"> <i aria-hidden="true" class="fas fa-calendar"></i> </span> <span class="elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date"> <span class="elementor-post-info__item-prefix">Published:</span> <time>October 21, 2024</time> </span> </a> </li> <li class="elementor-icon-list-item elementor-repeater-item-a364719 elementor-inline-item" itemprop="about"> <span class="elementor-icon-list-icon"> <i aria-hidden="true" class="fas fa-tags"></i> </span> <span class="elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms"> <span class="elementor-post-info__terms-list"> <a href="https://neilsahota.com/category/artificial-intelligence/" 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src="https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai.jpg" class="attachment-full size-full wp-image-5860" alt="" srcset="https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai.jpg 1500w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-300x168.jpg 300w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-1024x574.jpg 1024w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-768x431.jpg 768w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-134x75.jpg 134w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-480x269.jpg 480w" sizes="(max-width:767px) 480px, (max-width:1500px) 100vw, 1500px" /> <figcaption class="widget-image-caption wp-caption-text">Source: Freepik.com/imtiazkham215</figcaption> </figure> </div> </div> <div class="elementor-element elementor-element-39d71af elementor-toc--minimized-on-desktop ob-has-background-overlay elementor-widget elementor-widget-table-of-contents" data-id="39d71af" data-element_type="widget" data-settings="{&quot;exclude_headings_by_selector&quot;:[],&quot;marker_view&quot;:&quot;bullets&quot;,&quot;minimized_on&quot;:&quot;desktop&quot;,&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;,&quot;h4&quot;,&quot;h5&quot;,&quot;h6&quot;],&quot;icon&quot;:{&quot;value&quot;:&quot;fas fa-circle&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}" data-widget_type="table-of-contents.default"> <div class="elementor-widget-container"> <div class="elementor-toc__header"> <div class="elementor-toc__header-title"> Table of Contents </div> <div class="elementor-toc__toggle-button elementor-toc__toggle-button--expand" role="button" tabindex="0" aria-controls="elementor-toc__39d71af" aria-expanded="true" aria-label="Open table of contents"><i aria-hidden="true" class="fas fa-chevron-down"></i></div> <div class="elementor-toc__toggle-button elementor-toc__toggle-button--collapse" role="button" tabindex="0" aria-controls="elementor-toc__39d71af" aria-expanded="true" aria-label="Close table of contents"><i aria-hidden="true" class="fas fa-chevron-up"></i></div> </div> <div id="elementor-toc__39d71af" class="elementor-toc__body"> <div class="elementor-toc__spinner-container"> <i class="elementor-toc__spinner eicon-animation-spin eicon-loading" aria-hidden="true"></i> </div> </div> </div> </div> <div class="elementor-element elementor-element-57ab7f8 ob-has-background-overlay elementor-widget elementor-widget-theme-post-content" data-id="57ab7f8" data-element_type="widget" data-settings="{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}" data-widget_type="theme-post-content.default"> <div class="elementor-widget-container"> <p><strong>Democratized generative AI</strong> offers a rare chance to kickstart a new wave of innovation and expansion by leveling the playing field. It’s empowering employees with seamless access to essential tools and information they need to excel in their roles.<strong>&nbsp;</strong></p> <p>This is supported by the global research and advisory firm Gartner, which estimates that by 2026, <a href="https://www.gartner.com/en/newsroom/press-releases/2024-03-20-gartner-predicts-more-than-30-percent-of-the-increase-in-demand-for-apis-will-come-from-ai-and-tools-using-llms-by-2026" target="_blank" rel="noreferrer noopener">over 80%</a> of independent software vendors will have added <a href="https://www.neilsahota.com/generative-ai-bridging-human-imagination-digital-reality/" target="_blank" rel="noreferrer noopener">generative AI</a> (GenAI) features to their enterprise apps &#8211; a giant leap from the less than 5% we see today.</p> <p>But as exciting as generative AI is, a big question arises: How can we roll it out to everyone without creating chaos &#8211; whether it&#8217;s misuse, ethical concerns, or operational inefficiencies?</p> <h2 class="wp-block-heading">What Does Democratized Generative AI Mean?</h2> <p><strong>Democratizing generative AI</strong> is all about making advanced technologies more accessible to everyone. When companies talk about this,&nbsp; they often refer to easy access to tools like ChatGPT. Instead of being limited to experts or large companies, the goal is for people with varying levels of technical skill to harness AI for creative projects, business solutions, or personal tasks.</p> <p>While it sounds great, without proper guidance, it can feel more like a wild, free-for-all than a productive <a href="https://www.neilsahota.com/ai-in-hr-rebooting-recruitment-and-reworking-resources/" target="_blank" rel="noreferrer noopener">workplace</a>. True democratization isn’t about giving everyone unchecked access and hoping for magic. Releasing powerful technology without any structure is like setting off fireworks without supervision &#8211; it’s thrilling but can quickly lead to chaos.</p> <p>But democratizing it doesn’t mean total freedom. It’s about giving people access while also putting enough guardrails in place to ensure the technology is used responsibly and ethically.</p> <p>While Generative AI offers huge possibilities, using it recklessly could spark unintended consequences that may cause more harm than good. So, it’s crucial to have some oversight to guide how AI is used and keep things on track.</p> <figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper"> <iframe title="Democratized Generative AI - Accessible AI models for everyone" width="1220" height="686" src="https://www.youtube.com/embed/WOwJv6EvThg?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> </div><figcaption class="wp-element-caption">Video source: YouTube/<a href="https://www.youtube.com/watch?v=WOwJv6EvThg" target="_blank" rel="noreferrer noopener">Norbert “Bob” Gostischa</a></figcaption></figure> <p></p> <h2 class="wp-block-heading">Why Is Generative AI Becoming More Accessible?</h2> <p>Generative AI is becoming more common and easier for companies and individuals to use, thanks to a few key factors that are breaking down barriers.</p> <figure class="wp-block-table is-style-stripes"><table class="has-fixed-layout"><tbody><tr><td class="has-text-align-left" data-align="left"><strong>Cloud Technology</strong></td><td class="has-text-align-left" data-align="left">Thanks to the cloud, companies don’t find it prohibitive to start working with GenAI. Instead of spending huge sums on costly GPUs, companies can seek GCP and increase or decrease their AI requirements based on demand. This flexibility allows even marginal companies to experiment using their AI without incurring too high costs.</td></tr><tr><td class="has-text-align-left" data-align="left"><strong>Open-Source Models</strong></td><td class="has-text-align-left" data-align="left">GenAI tools became much more widespread thanks to <a href="https://www.neilsahota.com/training-large-language-models-cracking-the-language-code/" target="_blank" rel="noreferrer noopener">pre-trained models</a> like GPT and models from Hugging Face. These open-source efforts have a worldwide network of developer resources who work towards advancing this technology, meaning that many users can get sophisticated AI without the pain of creating one.</td></tr><tr><td class="has-text-align-left" data-align="left"><strong>Simple User Interface</strong></td><td class="has-text-align-left" data-align="left">Applications such as Google Colab and RunwayML were built for users without a technical background. These tools allow working with AI without programming knowledge, enabling complete novices to start and experiment with the technology easily.</td></tr><tr><td class="has-text-align-left" data-align="left"><strong>Affordable Learning Resources</strong></td><td class="has-text-align-left" data-align="left">Learning about AI has never been easier or more affordable. There’s a wealth of online courses and tutorials, often at low or no cost, that help anyone gain the knowledge they need to work with AI.</td></tr></tbody></table></figure> <p>These elements have come together to make generative AI far more accessible than it once was, allowing a broader range of users to explore its potential.</p> <figure class="wp-block-image size-large"><img fetchpriority="high" decoding="async" width="1024" height="643" src="https://www.neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-inovation-1024x643.jpg" alt="" class="wp-image-5861" srcset="https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-inovation-1024x643.jpg 1024w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-inovation-300x188.jpg 300w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-inovation-768x482.jpg 768w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-inovation-119x75.jpg 119w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-inovation-480x301.jpg 480w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-inovation.jpg 1500w" sizes="(max-width:767px) 480px, (max-width:1024px) 100vw, 1024px" /><figcaption class="wp-element-caption">Source: Freepik.com/freepik</figcaption></figure> <h2 class="wp-block-heading">Why Democratizing Generative AI Matters</h2> <p>Generative AI is, by all means, changing how we approach creativity, productivity, and innovation. The real question is: How can everyone take advantage of these exciting new tools?</p> <p>Let’s look at some of the significant benefits of democratizing generative AI.</p> <h3 class="wp-block-heading">Encouraging Creativity</h3> <p>Generative AI is changing the very basics of creativity as it simplifies the execution of concepts. Whether you are a writer searching for an idea, an artist utilizing DALL-E and other similar AI technologies to create visuals or a <a href="https://www.neilsahota.com/ai-in-gaming-next-level-play-for-immersive-and-dynamic-fun/" target="_blank" rel="noreferrer noopener">game designer</a> involved in character creation, GenAI eliminates many technical issues. This helps the users of any creation try out new things without fear of failing, taking their time to foresee the future of the innovation and its adequate advancement.</p> <h3 class="wp-block-heading">Increasing Efficiencies</h3> <p>GenAI has proven to be very beneficial in most ways, one of which is making tasks that are done on an everyday basis very easy in terms of time and effort. Starting from content production, handling data, and completing workflows, GenAI cuts this special type of work, which is not productive, and instead allows for strategic and creative work to take place.</p> <h3 class="wp-block-heading">Making Things Easier for Small Companies</h3> <p>This tool used to be the preserve of corporate houses. However, these disorders in the production organization and the use of new technologies are now available to small businesses or startups, which is conducive to their growth and competition with the bigger ones. The advantage of this technology is that it does not only favor big corporate funds but extends to all businesses.</p> <h3 class="wp-block-heading">Fostering Collaboration</h3> <p>Having AI instruments within reach makes it easier for creators to share ideas and create, and it has also become commonplace. It makes it easy for them to add an innovative touch that wouldn’t have been easy before. This nurtures innovative collaboration amongst the people, helping each other find solutions to problems and create new things, propelling a more active and entrepreneurial community.</p> <h2 class="wp-block-heading">Is Democratizing Generative AI Truly Benefiting Creativity?</h2> <p>Many creatives believe that while AI is a powerful tool, it risks overshadowing art and innovation&#8217;s deeper, more human aspects.&nbsp;</p> <p>They challenge the notion that AI has truly democratized creativity, arguing that although tools like ChatGPT and Adobe Firefly can streamline workflows and reduce technical barriers, they don’t replace the time, effort, and discipline creativity requires.</p> <p>Furthermore, many generative AI models are trained on unlicensed creative works, raising significant concerns around fairness and compensation. While these tools may make content production easier, they often benefit those with better access to technology, which risks widening the divide rather than leveling the playing field.</p> <p>Critics also emphasize that AI cannot replicate the unique human qualities central to creativity &#8211; ideas, problem-solving, and personal expression. They argue that the hype surrounding AI’s democratizing potential overlooks the complexity of the creative process, simplifying a narrative that should reflect the hard work involved.</p> <figure class="wp-block-image size-large"><img decoding="async" width="1024" height="439" src="https://www.neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-creativity-1024x439.jpg" alt="" class="wp-image-5859" srcset="https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-creativity-1024x439.jpg 1024w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-creativity-300x129.jpg 300w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-creativity-768x329.jpg 768w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-creativity-150x64.jpg 150w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-creativity-480x206.jpg 480w, https://neilsahota.com/wp-content/uploads/2024/10/democratized-generative-ai-creativity.jpg 1500w" sizes="(max-width:767px) 480px, (max-width:1024px) 100vw, 1024px" /><figcaption class="wp-element-caption">Source: Freepik.com/DJaya</figcaption></figure> <h2 class="wp-block-heading">Democratized Generative AI Vs. AI Democratization</h2> <p><strong>AI democratization</strong> is about making AI technology accessible and easy for everyone to use &#8211; not just for tech experts or large companies. The intent is to eliminate the barriers that have traditionally kept smaller businesses, governments, and individuals from exploiting AI.</p> <p>This means creating AI tools that are more affordable, easier to understand, and applicable in various fields, such as healthcare, education, and beyond.</p> <p>It is not only about providing access to the tool but also ensuring that people are educated and supported enough to use it successfully in practice. This lowers the barrier and places AI innovation within the prevalence of all rather than the privileged few with the money or professional assistance. It is about integration so that more people and businesses can do things the AI would allow.</p> <p>To summarize, democratized generative AI makes creative AI tools more widely available. In contrast, <a href="https://www.neilsahota.com/ai-democratization-turning-the-tables-on-tech-exclusivity/" target="_blank" rel="noreferrer noopener">AI democratization</a> ensures that people can use various types of AI across different industries and applications. Each pursues a similar goal of distributing AI innovations’ benefits to people, but they differ in scope.</p> <h2 class="wp-block-heading">How to Democratize Generative AI Successfully</h2> <p>Democratizing generative AI is about ensuring everyone has the tools, knowledge, and guidance to use it responsibly and not just about making the technology available.&nbsp;</p> <p>The objective is to empower employees of all levels to unlock AI&#8217;s potential to automate repetitive tasks, generate creative ideas, or improve workflows. By offering clear training and support, organizations can make GenAI accessible to all, regardless of technical background.</p> <p>The challenge is to get it right: inspire companies to think creatively and test new initiatives while providing proper data protection and efficient processes. This model creates a situation where employees feel free to use AI every day in their work, which enhances innovation and creativity levels across the organization.</p> <h3 class="wp-block-heading">How to Find the Right Balance Between Autonomy and Control</h3> <p>The key is to create a balance: encourage innovation and experimentation within a structured environment that keeps data secure and processes efficient. This approach leads to empowered employees who can confidently harness AI in their daily tasks, driving creativity and productivity across the company.</p> <p>To develop an effective AI strategy framework, three major components are needed:</p> <ol class="wp-block-list"> <li><strong>People</strong>: Employees should be well-trained to understand what tools to use, when to use them, and how to evaluate risk when doing so.</li> <li><strong>Systems</strong>: Establish structures that allow employees to use AI resources according to their roles while protecting the data with internal controls.</li> <li><strong>Governance</strong>: Periodical evaluations should be carried out to establish how the AI is performing, address the set rules, and improve the approach used for better outcomes.</li> </ol> <p>Moving generative AI from a strategizing session to implementation does not have to be a struggle. With strong pillars of training, monitoring, and <a href="https://www.neilsahota.com/ai-worms-debugging-cyber-threats-in-digital-ecosystem/" target="_blank" rel="noreferrer noopener">system security</a>, AI can be embedded in businesses&#8217; daily operations, and consumers would benefit from enhanced creativity.</p> <h2 class="wp-block-heading">Democratized Generative AI: Key Takeaways</h2> <p>The democratization of generative AI aims to make these technologies accessible to a diverse user base, regardless of their qualifications or resources. This shift presents significant opportunities for creativity, efficiency, and collaboration, especially for small businesses and individuals.&nbsp;</p> <p>However, balancing user freedom with <a href="https://www.neilsahota.com/responsible-ai-coding-ethics-into-tomorrows-technology/" target="_blank" rel="noreferrer noopener">accountability</a> is essential to mitigate potential negative impacts. Effective strategies must be implemented during this democratization process to prevent misuse.</p> <p>In the end, establishing the principles for the appropriate use of generative AI allows for paving the way towards a time in which technology becomes a link between an idea and its materialization, thereby letting everybody use its power.&nbsp;</p> <p>If embraced, this shift can create a scenario where inclusion fosters innovation and a wider range of perspectives is engaged to develop creativity and productivity.</p> </div> </div> <div class="elementor-element elementor-element-29c59d9 elementor-share-buttons-tablet--align-center elementor-share-buttons--view-icon-text elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 elementor-share-buttons--color-official ob-has-background-overlay elementor-widget elementor-widget-share-buttons" data-id="29c59d9" data-element_type="widget" data-settings="{&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}" data-widget_type="share-buttons.default"> <div class="elementor-widget-container"> <div class="elementor-grid"> <div class="elementor-grid-item"> <div class="elementor-share-btn elementor-share-btn_facebook" role="button" tabindex="0" aria-label="Share on facebook" > <span class="elementor-share-btn__icon"> <i class="fab fa-facebook" aria-hidden="true"></i> </span> </div> </div> <div class="elementor-grid-item"> <div class="elementor-share-btn elementor-share-btn_twitter" role="button" tabindex="0" aria-label="Share on twitter" > <span class="elementor-share-btn__icon"> <i class="fab fa-twitter" aria-hidden="true"></i> </span> </div> </div> <div class="elementor-grid-item"> <div class="elementor-share-btn elementor-share-btn_linkedin" role="button" tabindex="0" aria-label="Share on linkedin" > <span class="elementor-share-btn__icon"> <i class="fab fa-linkedin" aria-hidden="true"></i> </span> </div> </div> <div class="elementor-grid-item"> <div class="elementor-share-btn elementor-share-btn_reddit" role="button" tabindex="0" aria-label="Share on reddit" > <span class="elementor-share-btn__icon"> <i class="fab fa-reddit" aria-hidden="true"></i> </span> </div> </div> <div class="elementor-grid-item"> <div class="elementor-share-btn elementor-share-btn_telegram" role="button" tabindex="0" aria-label="Share on telegram" > <span class="elementor-share-btn__icon"> <i class="fab fa-telegram" aria-hidden="true"></i> </span> </div> </div> </div> </div> </div> <div class="elementor-element elementor-element-d6e6290 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading" data-id="d6e6290" data-element_type="widget" data-settings="{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_harakiri_text_clip&quot;:&quot;none&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}" data-widget_type="heading.default"> <div class="elementor-widget-container"> <div class="elementor-heading-title elementor-size-default">Subscribe to our newsletter</div> </div> </div> <div class="elementor-element elementor-element-1120bdf ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-text-editor" data-id="1120bdf" data-element_type="widget" data-settings="{&quot;_ob_use_harakiri&quot;:&quot;yes&quot;,&quot;_ob_harakiri_writing_mode&quot;:&quot;inherit&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_perspektive_use&quot;:&quot;no&quot;,&quot;_ob_poopart_use&quot;:&quot;yes&quot;,&quot;_ob_shadough_use&quot;:&quot;no&quot;,&quot;_ob_allow_hoveranimator&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> <p>Keep up-to-date with the latest developments in artificial intelligence and the metaverse with our weekly newsletter. 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