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For instance, if you run a bakery that accepts credit card payments, your payment processor is part of your tech stack.","squaredImage":{"altText":"How To Build a Martech Stack for Your Business","localFile":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#487878","images":{"fallback":{"src":"/static/d3378755bdb367838200ac2be9365f3c/b956e/martech_20stack.webp","srcSet":"/static/d3378755bdb367838200ac2be9365f3c/d1fa5/martech_20stack.webp 750w,\n/static/d3378755bdb367838200ac2be9365f3c/b956e/martech_20stack.webp 1024w","sizes":"100vw"},"sources":[]},"width":1,"height":0.4228515625}}}},"metaData":{"title":null,"description":"Learn what a martech stack is and how to build one for your business. Discover the components, including foundational, function-specific, and advanced technologies, and get tips for selecting the right tools and integrating them smoothly. Improve your marketing efforts and achieve your business objectives with an effective martech stack"},"banner":{"title":"How To Build a Martech Stack for Your Business","showTitle":true,"image":{"altText":"How To Build a Martech Stack for Your Business","localFile":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#487878","images":{"fallback":{"src":"/static/d3378755bdb367838200ac2be9365f3c/b956e/martech_20stack.webp","srcSet":"/static/d3378755bdb367838200ac2be9365f3c/d1fa5/martech_20stack.webp 750w,\n/static/d3378755bdb367838200ac2be9365f3c/b956e/martech_20stack.webp 1024w","sizes":"100vw"},"sources":[]},"width":1,"height":0.4228515625}}}}},"timeToRead":null,"sections":[{"fieldGroupName":"post_Acfpost_Sections_ArticleRichTextContent","content":"<p>A tech stack is the set of technology tools used to run your business. For instance, if you run a bakery that accepts credit card payments, your payment processor is part of your tech stack.</p>\n<p>Individual business units like HR and accounting teams can also have their own tech stacks. Marketing teams use a specialized stack called a martech (marketing technology) stack, and the decisions you make for this stack can be as significant as selecting a hosting service for your website or payment method for your business.</p>\n<p>In this article, we’ll show you what a martech stack is, and how to build one.</p>\n<div class=\"marketing-block marketing-block--light marketing-block--padded\">\n<h2 class=\"heading--2\"><span class=\"emoji\">✂️</span>Shortcuts</h2>\n<ul>\n<li>What is a martech stack?</li>\n<li>Components of a martech stack</li>\n<li>Tips for building your martech stack</li>\n<li>Martech stacks FAQ</li>\n</ul>\n</div>\n<h2 id=\"1\">What is a martech stack?</h2>\n<p>A martech stack—or marketing tech stack—is the combination of tools and platforms you use to support your marketing efforts. The term “stack” refers to the layers of technology working together to achieve marketing goals or objectives. These technologies include platforms that help you manage and optimize your marketing campaigns and strategies, uncover user behavior on your site, and send and track email campaigns. They vary depending on the size and type of business and its specific marketing objectives.</p>\n<p>Marketing tools like Google Analytics, Klaviyo, Ahrefs, and Zapier are commonly included in martech stacks.</p>\n<h2 id=\"2\">Components of a martech stack</h2>\n<ol>\n<li>Foundational martech components</li>\n<li>Function-specific martech components</li>\n<li>Advanced martech components</li>\n</ol>\n<p>A martech stack can be divided into separate levels. The lower part of the stack consists of foundational technologies that support the entire marketing technology infrastructure, whereas the upper part consists of more specialized and targeted tools that perform specific marketing functions. In other words, the lower levels (your stack’s foundation) will impact which tools you select for the upper layers. Therefore, it’s best to consider your stack in three parts: foundational, function-specific, and advanced components. Here’s how they differ:</p>\n<h3 id=\"5\">1. Foundational martech components</h3>\n<p>Foundational martech components include the services you use to build and manage your website. They are often the first software you decide on in your marketing tech mix because, through compatibility or integration, they influence what advanced or complementary tools can be added on top of them. For example, content management systems (CMSs) like Shopify and WordPress have a marketplace of integrated plug-ins or apps designed for that CMS. If you need the functionality of a specific plug-in, you’ll need to choose the related CMS.</p>\n<p>The two primary foundational martech components are:</p>\n<ul>\n<li><strong>Content management system (CMS).</strong> A CMS is a user-friendly software application that enables you to create, manage, and publish digital content on your site. Shopify offers CMS functionality; other popular CMSs include WordPress and Webflow. Some businesses choose not to have a CMS and rely on custom code or a headless CMS—a combination of custom code and editable elements—to build their site, which requires much more technological knowledge.</li>\n<li><strong>Customer relationship management (CRM). </strong>A CRM system is a platform that stores important information about your customers and prospects so you can manage your interactions with them. A key component of a CRM is the ability to track and define stages for leads as they move through your sales funnel<em>. </em>This information can inform segmented email marketing campaigns and help you understand the quality of your leads.</li>\n</ul>\n<p>When choosing foundational martech components, marketing often isn’t the only consideration, since these components can impact other business units. For example, your operations team may have specific CMS requirements, such as the ability to edit prices without touching the code.</p>\n<h3 id=\"6\">2. Function-specific martech components</h3>\n<p>Unlike foundational martech components that impact many areas of your business, function-specific components are designed specifically for marketing tasks. When considering these parts of your martech stack, identify their ability to integrate with the other tools across your stack. Here are examples of function-specific martech components:</p>\n<ul>\n<li><strong>Web analytics. </strong>Web analytics tools help you track how visitors interact with your website, including how they got there. They can show you more granular information on your sources of traffic, engagement rates for your pages, and your website’s overall conversion rate. As such, these tools are essential for understanding your website’s and marketing campaigns’ performance.</li>\n<li><strong>Email service provider (ESP).</strong> ESPs provide email marketing services, including sending and tracking email campaigns, managing subscriber lists, and providing analytics and reporting on the performance of campaigns. Shopify provides ESP functionality through Shopify Email, which also integrates with other common ESPs such as Klaviyo and MailChimp.</li>\n<li><strong>Social media tools.</strong> Social media tools include analytics built into social media platforms like Instagram, YouTube, or TikTok, as well as the social media management tools you use to help you optimize your social media presence, edit and schedule posts (such as Later), or monitor and aggregate data (like SocialBlade). They show you how people are interacting with your content on social media platforms. Shopify comes with powerful tools that help you promote and sell products on Facebook, Instagram, TikTok, Google, and YouTube from one unified back office.</li>\n<li><strong>Search engine optimization (SEO) tools.</strong> While SEO tasks like updating pages and writing blog posts can be done on a CMS, SEO tools (like Ahrefs and Moz) can help improve search engine visibility and organic traffic. These tools provide a range of insights, like which keywords are related to your business, which backlinks are relevant, how you can optimize your pages, and how they are performing.</li>\n<li><strong>Advertising technology.</strong> Advertising technology, or ad tech, refers to the tools and platforms (like Google, Meta, and TikTok) used to plan, execute, and manage your digital ad campaigns. It also includes performance-improving ad technologies like click fraud (invalid clicks for profit), such as ClickCease, and creative analysis (insightful interpretation of ad performance data), such as MagicBrief).</li>\n</ul>\n<h3 id=\"7\">3. Advanced martech components</h3>\n<p>Advanced martech components help unify activities across channels and level up existing channels in nuanced and technical ways. Unlike function-specific components, their purpose isn’t to unlock new marketing channels.</p>\n<p>Most of these tools, which can be technical and costly, are typically used when your business is large enough for a marketing team to manage them. A few examples of these components include:</p>\n<ul>\n<li><strong>Marketing attribution tools. </strong>These software platforms, such as Triple Whale and Northbeam, are specifically designed to analyze and measure the impact of multiple marketing channels and touchpoints on a conversion event (whereas Google Analytics provides general website and user behavior data). Marketing attribution tools typically focus on advertising channels since those channels cost the most.</li>\n<li><strong>SMS and marketing automation.</strong> Advanced ESPs do more than just send emails; they enable automated, context-specific messages through email and other channels, like SMS. One example is a post-purchase flow: with a tool like Klaviyo, you can send a promotion through email or SMS to customers who bought a specific product two weeks after.</li>\n<li><strong>Customer data platform (CDP).</strong> When a martech stack gets robust, it can contain many different data sources. For example, Meta, Google Analytics, Klaviyo, and Ahrefs could track visitors to your site separately, and they might do so slightly differently, which can cause discrepancies and affect your ability to gauge marketing performance. CDPs, also known as data management platforms, aggregate and unify data from disparate sources, then transmit it back to the rest of the stack. CDPs can provide a unified view of the customer, which you can use to personalize marketing and experiences.</li>\n<li><strong>BI/marketing intelligence.</strong> Like CDP, marketing intelligence tools aggregate marketing data from multiple sources. But instead of tracking or transforming this data, they provide visualizations of it. For example, many marketers use Looker Studio’s free dashboards to align their Google Analytics data with their Meta ad spend, allowing them to visualize and analyze data in a user-friendly way, gain insights, and make data-driven decisions.</li>\n<li><strong>Tag management system (TMS).</strong> Many components of a martech stack ask marketers to install third-party tags on their website, which are small snippets of code that track user activity and enable analytics, advertising, and personalization. (For example, Meta asks that you install a Facebook pixel, and Google a GA4 snippet.) TMSs like Google Tag Manager help manage and deploy tags on your site from a single interface, using one snippet of code rather than several different sets. This allows marketers to stay organized and can help your website load faster.</li>\n</ul>\n<h2 id=\"3\">Tips for building your martech stack</h2>\n<p>The right martech stack for your business depends on your business model, marketing strategy, and budget. Consider the following when building your martech stack:</p>\n<ul>\n<li><strong>Marketing budget. </strong>Almost every part of the martech stack listed above comes at a cost. Pricing for a single component can range from a few dollars a month to a few thousand. When planning your martech stack, consider it in terms of milestones or stages and set your budget accordingly. Start by investing in foundational components and work your way to more advanced components.</li>\n<li><strong>Integrations.</strong> When considering your tools, interoperability—the number of available integrations—is essential. Integrations, like Klaviyo’s integration with Shopify or Looker’s integration with Google Ads, help your martech stack run smoothly. For example, Shopify integrates with GA4&#8217;s web analytics to automatically send customer ecommerce activity data (such as purchases, product views, and cart additions), allowing you to analyze this data on the Google Analytics platform. If you didn’t have this integration, you’d have to hire a web developer to create code that sends this information to GA4. Most martech tools list their available integrations on their website.</li>\n<li><strong>If you want to build or buy it.</strong> With every piece of the stack, you can ask yourself whether it makes more sense to build it yourself or buy it. For small business owners, it usually makes more sense to buy; it’s unlikely that your business would benefit from developing custom web analytics software, for example. But sometimes, there are simple, cheaper options than buying a martech tool if you don’t have a great need for many functions. For example, many companies use a spreadsheet to plan social media posts instead of buying a scheduling tool.</li>\n</ul>\n<div class=\"marketing-block marketing-block--light marketing-block--padded\">\n<div>\n<h2 id=\"4\">Martech stacks FAQ</h2>\n<div>\n<h3>What is an example of a martech stack?</h3>\n<div>\n<div>\n<p>Tools like BuiltWith.com can help you see the martech stack of companies you admire. Here’s an example of a typical martech stack for an ecommerce business:</p>\n<ul>\n<li>CMS: Shopify</li>\n<li>ESP: Klaviyo</li>\n<li>Social media tool: Later.com</li>\n<li>Web analytics: Google Analytics 4</li>\n<li>SEO: Ahrefs.com</li>\n<li>SMS: Emotive.io</li>\n</ul>\n</div>\n</div>\n</div>\n<div>\n<h3>What are key components of a martech stack?</h3>\n<div>\n<div>\n<p>There are three key components in a martech stack: foundational, functional, and advanced. Within these categories, there are many individual marketing technologies, such as customer relationship management (CRM) and tag management systems (TMS).</p>\n</div>\n</div>\n</div>\n<div>\n<h3>How can businesses measure the performance of their martech stack?</h3>\n<div>\n<div>\n<p>The goal of a martech stack is to enable efficient, effective marketing. The best way to measure martech performance is to calculate your marketing efficiency ratio (MER): your total sales divided by your total marketing costs. A higher MER indicates more efficient marketing operations.</p>\n<p>https://www.shopify.com/blog/martech-stack</p>\n</div>\n</div>\n</div>\n</div>\n</div>\n"}]},"page_header":{"background":null,"backgroundOpacity":100,"color":null,"fieldGroupName":"page_header","title":"Creating Martech Stacks","opacity":100,"position":"on","size":{"desktop":64,"tablet":null,"mobile":null},"spaces":{"top":null,"bottom":null,"leftright":null,"units":"em"}},"link":"/blog/how-to-build-a-martech-stack-for-your-business"},"allCategory":{"title":"Blog","link":"/blog"},"relatedPosts":{"subtitle":"You Will Be Interested","title":"Starting up starts here","posts":[{"id":"cG9zdDoxNjA3Nw==","title":"Shopify Updates 01/20/2025 – 01/27/2025","date":"30.01.2025","slug":"shopify-updates-01-20-2025-01-27-2025","categories":{"nodes":[{"id":"dGVybTox","name":"General Articles"}]},"levels":{"nodes":[]},"acfPost":{"fieldGroupName":"acfPost","excerpt":"Discover Shopify's latest updates! 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style=\"position:absolute;top:0;left:0;width:100%;height:100%;object-fit:cover;object-position:center;opacity:0;transition-delay:500ms\"/><picture><source srcSet=\"/static/f0c3865203f0eb84451f04f5379021f7/85b06/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 256w,\n/static/f0c3865203f0eb84451f04f5379021f7/bc282/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 512w,\n/static/f0c3865203f0eb84451f04f5379021f7/f1720/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1024w,\n/static/f0c3865203f0eb84451f04f5379021f7/437a1/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1536w,\n/static/f0c3865203f0eb84451f04f5379021f7/88b03/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"/><img sizes=\"(max-width: 1024px) 100vw, 1024px\" srcSet=\"/static/f0c3865203f0eb84451f04f5379021f7/85b06/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 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256w,\n/static/f0c3865203f0eb84451f04f5379021f7/bc282/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 512w,\n/static/f0c3865203f0eb84451f04f5379021f7/f1720/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1024w,\n/static/f0c3865203f0eb84451f04f5379021f7/437a1/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1536w,\n/static/f0c3865203f0eb84451f04f5379021f7/88b03/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" /><img loading=\"eager\" sizes=\"(max-width: 1024px) 100vw, 1024px\" srcset=\"/static/f0c3865203f0eb84451f04f5379021f7/85b06/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 256w,\n/static/f0c3865203f0eb84451f04f5379021f7/bc282/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 512w,\n/static/f0c3865203f0eb84451f04f5379021f7/f1720/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1024w,\n/static/f0c3865203f0eb84451f04f5379021f7/437a1/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1536w,\n/static/f0c3865203f0eb84451f04f5379021f7/88b03/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1920w\" src=\"/static/f0c3865203f0eb84451f04f5379021f7/f1720/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png\" alt=\"\" style=\"position:absolute;top:0;left:0;opacity:1;width:100%;height:100%;object-fit:cover;object-position:center\"/></picture></noscript></span></p>\n<p>&nbsp;</p>\n<h3 style=\"text-align: center;\"><strong>Shopify Updates 01/20/2025 &#8211; 01/27/2025</strong></h3>\n<h4><span style=\"font-weight: 400;\"><strong>Collective retailers can show multiple shipping rates and transit times at checkout</strong>.<br />\nRetailers can now display multiple shipping rates with estimated shipping dates at checkout. By default, you can automatically retrieve all rates provided by vendors, or customize the number of rates and their descriptions according to the store&#8217;s general policy.</span></h4>\n<h4><span style=\"font-weight: 400;\"><strong>File picker is now available on the variant detail page in admin</strong>.<br />\nShopify has added a unified file picker to select images on the variant detail page in admin, allowing merchants to access all images in their store when managing product variants.</span></h4>\n<h4><span style=\"font-weight: 400;\"><strong>Flow: New actions for working with metaobjects.</strong><br />\nFlow has more tools for working with metaobjects in workflows. In addition to the recent Metaobject entry created trigger Flow now offers the Get metaobject entries and “Get metaobject entry” actions. These actions make it easier to store data in metaobjects and retrieve them for use in workflows. For example, a metaobject can be used to manage a fraud denial list, which is then queried from Flow and used for the next steps sending internal email alerts or canceling orders. The Get metaobject entries action retrieves the list of entries for a metaobject from your store. In addition to the usual query fields, such as display name or update date, metaobjects can be queried by value. The Get metaobject entries action retrieves one record per handle.</span></h4>\n"}]},"page_header":{"background":null,"backgroundOpacity":100,"color":null,"fieldGroupName":"page_header","title":"Shopify Updates 01/20/2025 - 01/27/2025","opacity":100,"position":"on","size":{"desktop":64,"tablet":48,"mobile":32},"spaces":{"top":null,"bottom":null,"leftright":null,"units":"em"}},"link":"/blog/shopify-updates-01-20-2025-01-27-2025"},{"id":"cG9zdDoxNjA2Mw==","title":"AI Innovations: Music Analysis, DeepSeek-V3, and More","date":"28.01.2025","slug":"ai-innovations-music-analysis-deepseek-v3-and-more","categories":{"nodes":[{"id":"dGVybTox","name":"General Articles"}]},"levels":{"nodes":[]},"acfPost":{"fieldGroupName":"acfPost","excerpt":"Discover the latest AI advancements, including Mikrotakt's ability to dissect music tracks into individual components and China's DeepSeek-V3, a powerful AI model rivaling ChatGPT. From innovative image editing tools like Krea and Dzine to advanced language learning with Lingocat, explore the cutting-edge technologies transforming various industries.","squaredImage":{"altText":"","localFile":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#080818","images":{"fallback":{"src":"/static/9c207ed3c32f480a4c3502b2d7c00448/ae1c8/AI-NEWS-1.png","srcSet":"/static/9c207ed3c32f480a4c3502b2d7c00448/f054e/AI-NEWS-1.png 750w,\n/static/9c207ed3c32f480a4c3502b2d7c00448/ae1c8/AI-NEWS-1.png 1080w","sizes":"100vw"},"sources":[{"srcSet":"/static/9c207ed3c32f480a4c3502b2d7c00448/4f03f/AI-NEWS-1.webp 750w,\n/static/9c207ed3c32f480a4c3502b2d7c00448/4f506/AI-NEWS-1.webp 1080w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":1}}}},"metaData":{"title":"AI Innovations: Mikrotakt, DeepSeek-V3, and More","description":"Explore the latest AI advancements in December 2024! 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style=\"position:absolute;top:0;left:0;opacity:1;width:100%;height:100%;object-fit:cover;object-position:center\"/></picture></noscript></span></p>\n<p><strong>A new AI service for “parsing” music tracks.</strong></p>\n<p><span style=\"font-weight: 400;\">The Mikrotakt neural engine can split any track into vocals, instrumentals, bass, drums, and other audio tracks.</span></p>\n<p>In addition, you can upscale vocal tracks to clean up the voice and adjust the pitch. This feature is ideal for musicians and content makers.</p>\n<p><strong>The new Chinese model DeepSeek-V3 becomes a competitor to ChatGPT:</strong></p>\n<p><span style=\"font-weight: 400;\"> &#8211; registration requires only your email and password</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; the neural is quite fast: answers are generated in seconds</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; Thinking mode, where AI turns into an academic on any topic</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; the model can read diagrams and generate any texts</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; files of different sizes can be uploaded</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; the neuron is good at working with code</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; absolutely free</span></p>\n<p><strong>Hailuo AI from China</strong> can clone any voice without censorship in a few seconds. Its library includes more than 300 voices in different languages and intonations. The model also allows for full customization: you can change the tone, speed, and timbre and add sound effects.</p>\n<p><strong>The Chinese have released a worthy competitor to ChatGPT.</strong></p>\n<p><span style=\"font-weight: 400;\">The Qwen2.5-Plus chatbot provides accurate answers, can read documents and images, and is completely free of charge.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>Krea</strong> allows rotating models in its “Photoshop”</span></p>\n<p><span style=\"font-weight: 400;\">Krea developers have come up with an incredible feature for their neuro-Photoshop: you can drop any object and edit its position in 3D space.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>The Upscayl neuron</strong> has received a 16x upscale, so now it can save even the most hopeless photos. The download is free.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>The Wegic neural</strong> network has become even cooler.</span></p>\n<p><span style=\"font-weight: 400;\">Now websites are generated in seconds, and all your edits can be made with simple queries.</span></p>\n<p><span style=\"font-weight: 400;\">You just throw in a promo and you have a perfectly(?) designed website.</span></p>\n<p><strong>A working AI meme generator.</strong></p>\n<p><span style=\"font-weight: 400;\">The Brainrot neuron follows trends, selects relevant images, and produces memes that are even funny to read. And all this is free.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>Google has released a top free guide to AI agents</strong>.</span></p>\n<p><span style=\"font-weight: 400;\">It contains everything: basic knowledge, tools, architecture, training methods, and a step-by-step recipe for creating agents on LangChain and LangGraph.</span></p>\n<p><strong>It is a cool service for learning languages with an AI interlocutor.</strong></p>\n<p><span style=\"font-weight: 400;\">The Lingocat neuron imitates the native speaker, gives feedback, and has tasks to improve skills. And all this is free of charge.</span></p>\n<p><strong>The free neural from the Chinese outperforms(?) ChatGPT.</strong></p>\n<p><span style=\"font-weight: 400;\">A new model called R1 has been released that outperforms the best version of ChatGPT. R1 is twice as powerful as the previous version and it has literally everything you need: programming, math, rewriting, and everything else. It&#8217;s worth noting that if you look at the graph of how it “outperforms”, it doesn&#8217;t encourage you to switch from OpenAI to the Chinese neural.</span></p>\n<p><strong>Universal AI photo editor.</strong></p>\n<p><span style=\"font-weight: 400;\">Generating, replacing, or deleting details, styling, changing the background, and upscaling &#8211; and this is not the whole list of functions of the new and free Dzine neural.</span></p>\n<p><strong>Prompt generator for ChatGPT</strong></p>\n<p><span style=\"font-weight: 400;\">PromptEngine works according to the official recommendations of OpenAI. The service also supports other language models: Claude, Gemini, LLama, and Mistral, which can be selected from a list.</span></p>\n<p><strong>OpenAI President showed a feature for the o1 model.</strong></p>\n<p><span style=\"font-weight: 400;\">According to Greg Brockman, the o1 model works a bit differently than other types of AI, and to achieve high performance, you need to follow a certain plan in writing promos:</span></p>\n<p><span style=\"font-weight: 400;\"> the goal, response format, warning, and context.</span></p>\n<p><span style=\"font-weight: 400;\">(The Anatomy of an o1 Prompt attached an example image)</span></p>\n<p><strong>ChatGPT can now write first.</strong></p>\n<p><span style=\"font-weight: 400;\">The neuron will remind you of important things like a real assistant. For example, in the morning, it can provide a ready-made excuse for being late for work, and in the evening, a convincing explanation for a deadline shift.</span></p>\n<p><span style=\"font-weight: 400;\">So far, only 10 regular tasks are available, but by the end of the week, all paid users will receive the new feature.</span></p>\n<p><strong>OpenAI offers free tokens for ChatGPT.</strong></p>\n<p><span style=\"font-weight: 400;\">However, there is a caveat: in exchange, they ask for permission to use your promos to train models.</span></p>\n<p><span style=\"font-weight: 400;\">The offer lasts until the end of February. Pro users can get up to 1 million tokens per day, and mini-version users can get up to 10 million!</span></p>\n<p><strong>Trump has canceled Biden&#8217;s decree on control over AI development.</strong></p>\n<p><span style=\"font-weight: 400;\">The document, signed in 2023, required developers to share test results with the government to reduce risks. However, Republicans insisted that this restricted freedom of speech and hindered progress. Now, AI development is unrestricted again.</span></p>\n<p><strong>China will organize a competition between robots and humans</strong></p>\n<p><span style=\"font-weight: 400;\">In April, China will host the world&#8217;s first half marathon where people will compete with robots. The race will involve 12,000 runners and dozens of androids. Technology versus biology is a real race of the era.</span></p>\n<p><strong>AI tokens soar after the Stargate project announcement.</strong></p>\n<p><span style=\"font-weight: 400;\">On January 23, Trump announced a $500 billion investment from the private sector in the development of AI infrastructure in the United States. As part of this project, OpenAI, SoftBank, and Oracle will create a joint venture called Stargate. Immediately after this announcement, the AI and big data token market showed significant growth:</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; AI16Z and AI Rig Complex (ARC) grew by 30% per day</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; GRIFFAIN and ZEREBRO tokens doubled in price</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; MetamonkeyAi (MMAI) showed an increase of 152.25%</span></p>\n<p><span style=\"font-weight: 400;\">&#8211; FLock.io (FLOCK) &#8211; by 57%</span></p>\n<p><strong>The smartest o3-mini model will be free!</strong></p>\n<p><span style=\"font-weight: 400;\">Sam Altman said that this neural will be able to solve complex problems in programming, math, and data analysis &#8211; all for free.</span></p>\n<p><strong>Features of o3-mini:</strong></p>\n<p><span style=\"font-weight: 400;\"> &#8211; advanced analytical abilities</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; accelerated data processing speed</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; ease of use for everyone</span></p>\n<p><span style=\"font-weight: 400;\"> The release is planned for the near future.</span></p>\n<p><strong>Oracle founder supports AI totalitarianism</strong></p>\n<p><span style=\"font-weight: 400;\">Billionaire Larry Ellison stated that the total surveillance system with artificial intelligence based on cameras, drones, and police recorders will force citizens to “behave in the best way possible”.</span></p>\n<p><span style=\"font-weight: 400;\">Oracle has recently entered into a partnership with OpenAI and Softbank. Digital dystopia is becoming a reality.</span></p>\n<p><strong>The first Chinese base for robot training was opened in Shanghai</strong></p>\n<p><span style=\"font-weight: 400;\">They will learn to help around the house, play football, and assemble cars.</span></p>\n<p><span style=\"font-weight: 400;\">The data obtained in the process will be shared with various companies.</span></p>\n<p><span style=\"font-weight: 400;\">Currently, the center has more than 100 androids and plans to expand to a thousand by 2027.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>ChatGPT can now create any kind of application</strong> &#8211; a new Canvas feature has been released that runs the code right in the browser.</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; There are no limits to ideas &#8211; we invent and ask AI to draw up a detailed project description.</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; Copy and paste the request into the chat with the neuron, but add the “/canvas” command at the end.</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; AI will produce a fully working application in React and HTML in a second &#8211; you can test it right away!</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; There are no limits or restrictions &#8211; you can even clone YouTube in your browser.</span></p>\n<p><span style=\"font-weight: 400;\">The feature is free.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>Top 5 promos for working with any amount of information</strong> &#8211; the neural will squeeze out all the “water” from the source and give you only concise, verified facts:</span></p>\n<ol>\n<li><span style=\"font-weight: 400;\"> Select the most important points from the text.<br />\n</span>What are the most important facts, data, or formulas related to (topic)? Help me create a memorization technique to remember them easily.</li>\n<li><span style=\"font-weight: 400;\">Analyze your mistakes. </span>I made a mistake while practicing (skill). Can you explain what went wrong and how I can avoid making the same mistake in the future?</li>\n<li><span style=\"font-weight: 400;\">Apply knowledge in practice.<br />\n</span>Use your knowledge of (topic) to solve a real-world problem. Explain your thought process and share your solution</li>\n<li><span style=\"font-weight: 400;\"> Clearly distinguish between concepts and data.<br />\n</span>Compare and contrast (concept 1) and (concept 2) to understand their similarities and differences better. Use examples to illustrate your points.</li>\n<li><span style=\"font-weight: 400;\"> Get only relevant data.<br />\n</span>Help me stay updated on the latest developments and trends in (topic). What are some trustworthy resources I can follow to stay informed?</li>\n</ol>\n"}]},"page_header":{"background":null,"backgroundOpacity":100,"color":null,"fieldGroupName":"page_header","title":"AI Innovations: Music Analysis, DeepSeek-V3, and More","opacity":100,"position":"on","size":{"desktop":64,"tablet":48,"mobile":32},"spaces":{"top":null,"bottom":null,"leftright":null,"units":"em"}},"link":"/blog/ai-innovations-music-analysis-deepseek-v3-and-more"}]}}},
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