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#Footer,.header-rtl.header-creative.footer-stick #Footer.is-sticky{padding-right:250px}#Header_creative{background-color:#fff;position:fixed;width:250px;height:100%;left:-200px;top:0;z-index:9002;-webkit-box-shadow:2px 0 4px 2px rgba(0,0,0,.15);box-shadow:2px 0 4px 2px rgba(0,0,0,.15)}#Header_creative .container{width:100%}#Header_creative .creative-wrapper{opacity:0;margin-right:50px}#Header_creative a.creative-menu-toggle{display:block;width:34px;height:34px;line-height:34px;font-size:22px;text-align:center;position:absolute;top:10px;right:8px;border-radius:3px}.admin-bar #Header_creative a.creative-menu-toggle{top:42px}#Header_creative #Top_bar{position:static;width:100%}#Header_creative #Top_bar .top_bar_left{width:100%!important;float:none}#Header_creative #Top_bar .logo{float:none;text-align:center;margin:15px 0}#Header_creative #Top_bar #menu{background-color:transparent}#Header_creative #Top_bar .menu_wrapper{float:none;margin:0 0 30px}#Header_creative #Top_bar .menu > 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</form> </div> </div> </div> </div> </header> </div>  <div data-elementor-type="single-post" data-elementor-id="3428" class="elementor elementor-3428 elementor-location-single post-5878 post type-post status-publish format-standard has-post-thumbnail hentry category-metaverse" 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="{"_ob_bbad_use_it":"yes","_ob_bbad_sssic_use":"no","_ob_glider_is_slider":"no"}"> <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="{"_ob_bbad_is_stalker":"no","_ob_teleporter_use":false,"_ob_column_hoveranimator":"no","_ob_column_has_pseudo":"no"}"> <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="{"_ob_perspektive_use":"no","_ob_poopart_use":"yes","_ob_shadough_use":"no","_ob_allow_hoveranimator":"no","_ob_widget_stalker_use":"no"}" data-widget_type="theme-post-title.default"> <div class="elementor-widget-container"> <h1 class="elementor-heading-title elementor-size-default">Generative AI in the Metaverse: The Metamorphosis of Virtual Worlds</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="{"_ob_perspektive_use":"no","_ob_poopart_use":"yes","_ob_shadough_use":"no","_ob_allow_hoveranimator":"no","_ob_widget_stalker_use":"no"}" 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/2024/11/04/"> <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>November 4, 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/metaverse/" class="elementor-post-info__terms-list-item">Metaverse</a> </span> </span> </li> </ul> </div> </div> <div class="elementor-element elementor-element-5a5c3b4 elementor-share-buttons-tablet--align-center elementor-share-buttons-mobile--align-left elementor-share-buttons--view-icon-text elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 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page.","minimize_box":"yes","hierarchical_view":"yes","min_height":{"unit":"px","size":"","sizes":[]},"min_height_tablet":{"unit":"px","size":"","sizes":[]},"min_height_mobile":{"unit":"px","size":"","sizes":[]},"_ob_perspektive_use":"no","_ob_poopart_use":"yes","_ob_shadough_use":"no","_ob_allow_hoveranimator":"no","_ob_widget_stalker_use":"no"}" 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="{"_ob_postman_use":"no","_ob_perspektive_use":"no","_ob_poopart_use":"yes","_ob_shadough_use":"no","_ob_allow_hoveranimator":"no","_ob_widget_stalker_use":"no"}" data-widget_type="theme-post-content.default"> <div class="elementor-widget-container"> <p>Generative AI is accelerating the metaverse’s expansion through immersive and dynamic encounters. The <a href="https://www.neilsahota.com/when-will-the-metaverse-come-out/" target="_blank" rel="noreferrer noopener">metaverse</a> functions on three primary dimensions: text, visuals, and audio. AI-driven innovations seamlessly integrate across these domains, opening the door to groundbreaking and creative possibilities.</p> <p>Although still in its early stages, the <strong>metaverse powered by generative AI</strong> can potentially alter how we approach creation without physical boundaries.</p> <p>This article examines <strong>generative AI in the metaverse</strong>, specifically its role in creating immersive settings, improving virtual interactions and changing digital experiences.</p> <h2 class="wp-block-heading">How Generative AI is Influencing the Metaverse</h2> <p>Generative AI is becoming integral to the metaverse, improving its prospect of providing dynamic and interactive virtual experiences. AI systems trained on large datasets may generate text, pictures, audio, and video, displaying sophisticated learning and <a href="https://www.neilsahota.com/what-is-the-role-of-natural-language-processing-in-artificial-intelligence/" target="_blank" rel="noreferrer noopener">natural language processing</a> abilities. </p> <p>For example, <a href="https://www.neilsahota.com/conversational-ai-is-there-an-ai-i-can-talk-to/" target="_blank" rel="noreferrer noopener">generative AI chatbots</a> replicate human-like discussions, resulting in customized and engaging experiences. These AI-powered tools react to human input, creating immersive and engaging virtual environments.</p> <p>At the core of these capabilities are several main <strong>generative AI models</strong> that power the metaverse. Here’s a brief look at some main models and their roles:</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>Generative AI Models</strong></td><td class="has-text-align-left" data-align="left"><strong>Role</strong></td></tr><tr><td class="has-text-align-left" data-align="left">Transformers</td><td class="has-text-align-left" data-align="left">Known for their exceptional ability to process sequential data, transformers power natural language processing tools like GPT, BARD, DALL-E, Point-E, and AIVA. In the metaverse, they enable real-time text generation for chatbots, virtual assistants, and storytelling.</td></tr><tr><td class="has-text-align-left" data-align="left">Generative Adversarial Networks (GANs)</td><td class="has-text-align-left" data-align="left">GANs include two <a href="https://neilsahota.com/neural-networks-a-solution-for-complex-problems-in-science-and-engineering/" target="_blank" rel="noreferrer noopener">neural networks</a>, a generator and a discriminator, working together to create realistic content. In the metaverse, they help produce lifelike 3D avatars, environments, and textures for virtual spaces.</td></tr><tr><td class="has-text-align-left" data-align="left">Diffusion Models</td><td class="has-text-align-left" data-align="left">These generate high-quality images and videos by refining noise into structured data. They’re vital to creating immersive visual experiences and detailed virtual landscapes.</td></tr><tr><td class="has-text-align-left" data-align="left">Autoencoders</td><td class="has-text-align-left" data-align="left">Autoencoders excel at reconstructing and compressing data, making them useful for tasks like object recognition and 3D modeling in the metaverse.</td></tr><tr><td class="has-text-align-left" data-align="left">Autoregressive Models</td><td class="has-text-align-left" data-align="left">These models predict sequences one step at a time and are used for dynamic audio generation, crafting immersive soundscapes for virtual environments.</td></tr></tbody></table></figure> <p></p> <p>Together, these models power the metaverse’s adaptability and interactivity, enabling seamless and dynamic user experiences. Let’s explore how this technology is being harnessed in practice.</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="Generative AI in Metaverse" width="1220" height="686" src="https://www.youtube.com/embed/54KnXMTia8M?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/@contenteratechspace-techbl158" target="_blank" rel="noreferrer noopener">contenteratechspace – TechBlogger</a></figcaption></figure> <p></p> <h2 class="wp-block-heading">Tapping Innovations with Generative AI in the Metaverse</h2> <p>Using the power of generative AI, non-experts may now construct 3D virtual objects such as settings, characters, and soundtracks. <strong>A metaverse platform with generative AI capabilities</strong> <strong>will allow you to access</strong> an infinite number of creative tools, allowing them to make automated content and easily build non-player characters for metaverse game settings, like The Sandbox, which uses generative AI to let users design personalized gaming experiences, as well as for education, and business simulations.</p> <p>The metaverse has a profound impact on stimulating creativity and transforming how people interact with technology. It seamlessly combines physical and digital experiences. It enables real-time virtual exploration, creation, and collaboration, fostering innovation ecosystems. </p> <p>This digital space offers practical solutions for entrepreneurship, advancing technology, immersive design, and gamification while enabling co-creation and collaborative opportunities in both private and public spheres.</p> <h2 class="wp-block-heading">Human Creativity Meets Machine Intelligence</h2> <p>The metaverse also creates new methods for humans and machines to work together. AI-driven creativity can disrupt traditional innovation cycles, serving as both a companion and, in some instances, a replacement for human-led processes. It enables dynamic problem-solving, generates fresh ideas, and speeds up product and service development in ways that weren’t possible before.</p> <p>Hybrid teams may explore unorthodox designs, condense complicated concepts, and test inventions more quickly by combining human creativity with AI skills. Generative AI tools like chatbots and virtual avatars are already utilized to help with ideation and prototypes. These AI collaborators provide instant feedback, offer creative solutions, and act as mediators in innovation processes – available anytime, anywhere.</p> <p>Self-learning <a href="https://neilsahota.com/ai-humanoid-robots-from-fiction-to-function/">robots</a> and AI avatars add another transformation layer, continuously improving through autonomous learning cycles. This significantly speeds the pace of invention beyond what human teams alone can do.</p> <h2 class="wp-block-heading">Challenges to Generative AI and Metaverse Growth</h2> <p>The metaverse is a groundbreaking socio-technical development that has drawn attention across fields. However, the absence of a consistent definition makes it difficult to evaluate the metaverse as a comprehensive platform for innovation. Platforms like <a href="https://www.neilsahota.com/ai-in-gaming-next-level-play-for-immersive-and-dynamic-fun/" target="_blank" rel="noreferrer noopener">gaming</a> environments and <a href="https://www.neilsahota.com/5-key-applications-of-digital-twin-technology/" target="_blank" rel="noreferrer noopener">digital twins</a> are tailored for specific purposes, limiting broader innovation ecosystems.</p> <figure class="wp-block-image size-large"><img fetchpriority="high" decoding="async" width="1024" height="585" src="https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-gaming-1024x585.jpg" alt="" class="wp-image-5879" srcset="https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-gaming-1024x585.jpg 1024w, https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-gaming-300x171.jpg 300w, https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-gaming-768x439.jpg 768w, https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-gaming-131x75.jpg 131w, https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-gaming-480x274.jpg 480w, https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-gaming.jpg 1500w" sizes="(max-width:767px) 480px, (max-width:1024px) 100vw, 1024px" /></figure> <p></p> <p>While generative AI plays an important role in stimulating creativity and cooperation in the metaverse, many problems limit its full potential:</p> <ul class="wp-block-list"> <li><a href="https://www.neilsahota.com/ai-hallucination-sorting-facts-from-fiction/" target="_blank" rel="noreferrer noopener"><strong>AI Hallucinations</strong></a>: Generative AI sometimes produces inaccurate, nonsensical, or misleading outputs, undermining trust in its reliability.</li> <li><strong>Bias in Outputs</strong>: AI models trained on flawed or biased datasets risk perpetuating those biases in their results.</li> <li><strong>Data Privacy and Security</strong>: The extensive data collection required for personalization raises concerns about user privacy and potential misuse.</li> <li><strong>Computational Demands</strong>: Generative AI requires substantial processing power, creating barriers to real-time interactions and accessibility.</li> <li><strong>Intellectual Property Issues</strong>: Questions about the ownership of AI-generated content create uncertainty for users and businesses.</li> </ul> <h3 class="wp-block-heading">Broader Barriers to Metaverse Adoption</h3> <p>In addition to AI-specific issues, the metaverse faces broader challenges that impact its growth:</p> <ul class="wp-block-list"> <li><strong>Ethical and Technical Concerns</strong>: Ensuring fair, transparent, and secure implementations of AI and metaverse technologies is critical.</li> <li><strong>Immersive Quality Expectations</strong>: Users expect the metaverse to deliver transformative, high-quality immersive experiences. Failure to meet these expectations risks disengagement.</li> <li><strong>Global Accessibility</strong>: Addressing technological and economic barriers is essential to making the metaverse accessible to diverse populations. These include the limited availability and high cost of <a href="https://www.neilsahota.com/industrial-metaverse-the-role-of-vr-ar-in-industrial-efficiency/" target="_blank" rel="noreferrer noopener">VR devices</a>, which currently hinder its global reach and scalability. </li> </ul> <figure class="wp-block-image size-large"><img decoding="async" width="1024" height="731" src="https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-vr-1024x731.jpg" alt="" class="wp-image-5880" srcset="https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-vr-1024x731.jpg 1024w, https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-vr-300x214.jpg 300w, https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-vr-768x548.jpg 768w, https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-vr-105x75.jpg 105w, https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-vr-480x343.jpg 480w, https://neilsahota.com/wp-content/uploads/2024/11/generative-ai-metaverse-vr.jpg 1500w" sizes="(max-width:767px) 480px, (max-width:1024px) 100vw, 1024px" /></figure> <h2 class="wp-block-heading">Government Initiatives Driving Metaverse Development</h2> <p>Metaverse innovations have dramatically improved people’s experience of presence and engagement in digital surroundings. Moreover, the <a href="https://www.itu.int/en/ITU-R/study-groups/rsg5/rwp5d/imt-2030/Pages/default.aspx" target="_blank" rel="noreferrer noopener">6G network development</a> planned in the 2030s is expected to influence the metaverse. With quicker data flow, ultra-low latency, unrivaled capacity, and improved security, the network might open up new possibilities that push the limits of what is now possible. </p> <p>However, limitations in processing power and the need for improved data transport, particularly for quantum computing, continue to impede worldwide progress. Despite these challenges, many governments such as China, the United Arab Emirates, South Korea, Saudi Arabia, Finland, and Singapore, and cities such as New York, Los Angeles, Dubai, and London, already plan for the metaverse’s potential, proactively developing metaverse technology initiatives. </p> <p>These plans focus on boosting innovation, business opportunities, and even governance through virtual spaces. According to experts, the metaverse will become a major force by the late 2020s, with a projected <a href="https://www3.weforum.org/docs/WEF_Demystifying_the_Consumer_Metaverse.pdf" target="_blank" rel="noreferrer noopener">economic impact of $5 trillion to $13 trillion by 2030</a>. </p> <h2 class="wp-block-heading">Generative AI in Metaverse: Final Thoughts</h2> <p>Generative AI creates immersive experiences in the metaverse by utilizing sophisticated models like as transformers and GAN. These technologies enable users to build realistic avatars, virtual worlds, and interactive material, driving innovation in gaming, education, and business.</p> <p>However, bias, data privacy, intellectual property, and accessibility highlight the importance of responsible innovation. Addressing these challenges will be very important to realizing the metaverse’s full potential as a hub for global collaboration and economic prosperity.</p> <p>As we look ahead, the convergence of human creativity and machine intelligence will redefine how we innovate and interact, turning the metaverse into an influential force that connects imagination and reality. The possibilities are endless, limited only by our determination to accept and create the new digital era.</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="{"_ob_perspektive_use":"no","_ob_poopart_use":"yes","_ob_shadough_use":"no","_ob_allow_hoveranimator":"no","_ob_widget_stalker_use":"no"}" 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="{"_ob_use_harakiri":"yes","_ob_harakiri_writing_mode":"inherit","_ob_harakiri_text_clip":"none","_ob_perspektive_use":"no","_ob_poopart_use":"yes","_ob_shadough_use":"no","_ob_allow_hoveranimator":"no","_ob_widget_stalker_use":"no"}" 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="{"_ob_use_harakiri":"yes","_ob_harakiri_writing_mode":"inherit","_ob_postman_use":"no","_ob_perspektive_use":"no","_ob_poopart_use":"yes","_ob_shadough_use":"no","_ob_allow_hoveranimator":"no","_ob_widget_stalker_use":"no"}" 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. Subscribe now to stay informed on the cutting-edge technologies and trends shaping the future of our digital world.</p> </div> </div> <div class="elementor-element elementor-element-3a36dcd elementor-button-align-stretch ob-has-background-overlay elementor-widget elementor-widget-form" data-id="3a36dcd" data-element_type="widget" data-settings="{"step_next_label":"Next","step_previous_label":"Previous","button_width":"100","step_type":"number_text","step_icon_shape":"circle","_ob_perspektive_use":"no","_ob_poopart_use":"yes","_ob_shadough_use":"no","_ob_allow_hoveranimator":"no","_ob_widget_stalker_use":"no"}" data-widget_type="form.default"> <div class="elementor-widget-container"> <form class="elementor-form" method="post" name="New Form"> <input type="hidden" name="post_id" value="3428"/> <input type="hidden" name="form_id" value="3a36dcd"/> <input type="hidden" name="referer_title" value="Generative AI in the Metaverse: The Metamorphosis of Virtual Worlds · Neil Sahota" /> <input type="hidden" name="queried_id" value="5878"/> <div class="elementor-form-fields-wrapper elementor-labels-above"> <div class="elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-33"> <label for="form-field-name" class="elementor-field-label"> First name </label> <input size="1" type="text" name="form_fields[name]" id="form-field-name" class="elementor-field elementor-size-sm elementor-field-textual" placeholder="First name"> </div> <div class="elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_9e062c0 elementor-col-33"> <label for="form-field-field_9e062c0" class="elementor-field-label"> Last name </label> <input size="1" type="text" name="form_fields[field_9e062c0]" id="form-field-field_9e062c0" class="elementor-field elementor-size-sm elementor-field-textual" placeholder="Last name"> </div> <div class="elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-33 elementor-field-required"> <label for="form-field-email" class="elementor-field-label"> Email* </label> <input size="1" type="email" name="form_fields[email]" id="form-field-email" class="elementor-field elementor-size-sm elementor-field-textual" placeholder="Email" required="required" aria-required="true"> </div> <div class="elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons"> <button class="elementor-button elementor-size-sm" type="submit"> <span class="elementor-button-content-wrapper"> <span class="elementor-button-text">Subscribe</span> </span> </button> </div> </div> </form> </div> </div> <div class="elementor-element elementor-element-d5cceef elementor-author-box--name-yes elementor-author-box--biography-yes ob-has-background-overlay elementor-widget elementor-widget-author-box" data-id="d5cceef" data-element_type="widget" data-settings="{"_ob_perspektive_use":"no","_ob_poopart_use":"yes","_ob_shadough_use":"no","_ob_allow_hoveranimator":"no","_ob_widget_stalker_use":"no"}" data-widget_type="author-box.default"> <div class="elementor-widget-container"> <div class="elementor-author-box"> <div class="elementor-author-box__text"> <a href="https://neilsahota.com/author/urosleadinsocial-com/"> <span class="elementor-author-box__name"> Neil Sahota </span> </a> <div class="elementor-author-box__bio"> Neil Sahota (萨冠军) is an IBM Master Inventor, United Nations (UN) Artificial Intelligence (AI) Advisor, author of the best-seller Own the AI Revolution and sought-after speaker. With 20+ years of business experience, Neil works to inspire clients and business partners to foster innovation and develop next generation products/solutions powered by AI. </div> </div> </div> </div> </div> </div> </div> <div class="elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-653b881" data-id="653b881" data-element_type="column" data-settings="{"_ob_bbad_is_stalker":"no","_ob_teleporter_use":false,"_ob_column_hoveranimator":"no","_ob_column_has_pseudo":"no"}"> <div class="elementor-widget-wrap elementor-element-populated"> <div class="elementor-element elementor-element-ff9c063 ob-harakiri-inherit ob-has-background-overlay elementor-widget elementor-widget-heading" data-id="ff9c063" data-element_type="widget" 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