<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[Superteams.ai Academy]]></title><description><![CDATA[The Superteams.ai Academy is your go-to newsletter for practical, hands-on AI engineering tutorials. ]]></description><link>https://academy.superteams.ai</link><image><url>https://substackcdn.com/image/fetch/$s_!dEW3!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2b409ec-7aa2-4f02-a1a3-02993e488a2d_256x256.png</url><title>Superteams.ai Academy</title><link>https://academy.superteams.ai</link></image><generator>Substack</generator><lastBuildDate>Tue, 19 May 2026 02:57:58 GMT</lastBuildDate><atom:link href="https://academy.superteams.ai/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Supercraft Inc]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[superteamsai@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[superteamsai@substack.com]]></itunes:email><itunes:name><![CDATA[Soum Paul]]></itunes:name></itunes:owner><itunes:author><![CDATA[Soum Paul]]></itunes:author><googleplay:owner><![CDATA[superteamsai@substack.com]]></googleplay:owner><googleplay:email><![CDATA[superteamsai@substack.com]]></googleplay:email><googleplay:author><![CDATA[Soum Paul]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[NextNeural Voice AI: Scalable Outbound Automation for the Modern Enterprise ]]></title><description><![CDATA[8 May 2026 Issue: This edition explores how NextNeural Voice AI transforms high-volume outreach from a manual grind into a scalable, secure, and multilingual engine for your sales team.]]></description><link>https://academy.superteams.ai/p/nextneural-voice-ai-scalable-outbound</link><guid isPermaLink="false">https://academy.superteams.ai/p/nextneural-voice-ai-scalable-outbound</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Fri, 08 May 2026 05:15:42 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/6a3faa86-cee0-406b-b4c8-945b0b0c2e00_1280x720.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Hi Guys,</p><p>We are delighted to launch NextNeural Voice AI, because let&#8217;s be honest: nobody actually enjoys making a hundred manual calls a day only to hit voicemail 98 times. We&#8217;ve all seen those warm leads die a slow, quiet death in a spreadsheet because there just aren&#8217;t enough hours in the day to follow up. We built this platform to take the grind out of outbound sales, giving your team a digital partner that handles the repetitive reaching out while you focus on actually closing the deals.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://academy.superteams.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Superteams.ai Academy is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><p>Think of this as your most reliable, multilingual sales rep who never needs a coffee break or a pep talk. You can get a campaign off the ground in the time it takes to finish a sandwich, using pre-built templates that sound like a real person&#8212;not a dial-tone robot. Also, the AI handles the talking and automatically updates your CRM.</p><p>If you&#8217;re targeting markets in Tier-2 or Tier-3 cities, you can switch from English to Hindi, Tamil, or Telugu in a click, making your business feel local instantly. </p><div class="pullquote"><p>We also know that data security is a big deal, so we&#8217;ve made it possible to keep everything on your own infrastructure. Your transcripts and customer records stay under your roof, while our AI does the heavy lifting in the background.</p></div><p>Here are the key technical details of the new platform:</p><ul><li><p><strong>Multilingual Support</strong>: Communicate naturally in English and over 10 Indian regional languages, including Marathi, Gujarati, and Kannada.</p></li><li><p><strong>Rapid Voice Cloning</strong>: Create a custom AI voice model in seconds using only a 6-to-30-second audio clip of an existing team member.</p></li><li><p><strong>Seamless Telephony Integration</strong>: Full compatibility with Exotel for Indian operations, with Twilio, Vonage, and Plivo support coming soon.</p></li><li><p><strong>Tag-Based Targeting</strong>: Use advanced segmentation to trigger specific campaigns for different customer cohorts based on location, interest, or engagement history.</p></li><li><p><strong>Live Data Sync</strong>: Connect directly to your PostgreSQL or MySQL databases to allow AI agents to reference real-time pricing, inventory, and history during live calls.</p></li></ul><p>Do try it out - </p><p><a href="https://cloud.nextneural.ai/">NextNeural Platform</a></p><p> - and send us your feedback.</p><div><hr></div><h2><strong>In-Depth Guide</strong></h2><h3><strong><a href="https://www.superteams.ai/blog/build-an-on-device-ai-assistant-with-rag-and-qdrant-edge/">Build an On-Device AI Assistant with RAG and Qdrant Edge</a></strong></h3><p>Learn how to build a fully local AI assistant using Qdrant Edge for vector search and a lightweight embedding model &#8212; no cloud required, with full privacy and control.</p><p>Learn how to apply cutting-edge AI tools in your daily work.</p><h3><strong><a href="https://www.nextneural.ai/blog/generate-a-report-in-five-minutes-using-nextneural-builder-ai/">How to Generate a Report in 5 Minutes with NextNeural Builder AI</a></strong></h3><p>With our latest feature &#8212; instant reports &#8212; the source material you already have can turn into a finished, formatted report in under five minutes. Your document goes in. You prompt. A finished report comes out.</p><h3><strong><a href="https://www.superteams.ai/blog/exploring-automatic-image-categorization-with-clip-embeddings/">Exploring Automatic Image Categorization with CLIP Embeddings</a></strong></h3><p>A Python pipeline that groups unlabeled images by visual content and automatically names each group &#8212; no manual labeling required &#8212; using CLIP embeddings, K-Means clustering, and zero-shot classification.</p><div><hr></div><h2><strong>What&#8217;s New in AI</strong></h2><h3><strong><a href="https://dig.watch/updates/deepseek-v4-ai-cheaper-intelligence">Why Deepseek V4 Is Changing the AI Model Race</a></strong></h3><p>DeepSeek-V4 is a high-performance open-weights model that challenges industry giants by delivering frontier-level intelligence at a fraction of the traditional cost. With its massive 1-million-token context window and specialized reasoning modes, it provides a powerful, affordable engine for developers looking to scale complex AI agents without the enterprise-level price tag.</p><h3><strong><a href="https://cryptoadventure.com/anthropic-taps-spacexs-colossus-1-as-claude-usage-limits-jump/">Anthropic&#8217;s Massive Compute Expansion</a></strong></h3><p>Anthropic announced a landmark deal to use SpaceX&#8217;s &#8220;Colossus 1&#8221; data center, gaining access to over 220,000 NVIDIA GPUs. This is part of a broader $200 billion infrastructure strategy with Google and Amazon to ensure enough capacity for the next generation of Claude models.</p><h3><strong><a href="https://nvidianews.nvidia.com/news/nvidia-launches-nemotron-coalition-of-leading-global-ai-labs-to-advance-open-frontier-models">The Nemotron Coalition</a></strong></h3><p>Leading AI CEOs from Mistral, Perplexity, and Cursor joined NVIDIA&#8217;s Jensen Huang at GTC 2026 to form the Nemotron Coalition. The group aims to create an &#8220;orchestra&#8221; of specialized open-frontier models that work together seamlessly across different clouds.</p><h3><strong><a href="https://www.eweek.com/news/openai-gpt-55-instant-chatgpt-default-model/">OpenAI Launches GPT-5.5 Instant</a></strong></h3><p>OpenAI just rolled out GPT-5.5 Instant as the new default model for ChatGPT. It is designed for high-volume, everyday tasks and reportedly reduces hallucinations by over 50% compared to previous versions while offering a &#8220;warmer&#8221; tone and better memory for personalized conversations.</p><p>First Published on: <strong><a href="https://www.superteams.ai/blog/newsletter-8-may-nextneural-voice-ai/">Newsletter 8 May 2026-</a><a href="https://www.superteams.ai/blog/newsletter-8-may-nextneural-voice-ai">NextNeural Voice AI: Scalable Outbound Automation for the Modern Enterprise</a></strong></p><div><hr></div><h2><strong>About Superteams.ai</strong></h2><p>Superteams.ai organizes trained and vetted fractional AI teams that function as your extended R&amp;D unit. We bring in specialized AI talent to rapidly prototype, deploy bespoke AI solutions, and accelerate your journey from idea to production-ready AI.</p><p><a href="https://substack.com/redirect/8ea405ba-f478-4f50-9d08-dd2712186143?j=eyJ1IjoiNWU1eXhhIn0.Tsg-NR-YS5WoK92b39kdYBXTa6JNHrfFswtbscr20cc">Book a Strategy Call</a> or <a href="https://substack.com/redirect/5f65f49d-8bdd-4068-bdcc-2bfe48181a64?j=eyJ1IjoiNWU1eXhhIn0.Tsg-NR-YS5WoK92b39kdYBXTa6JNHrfFswtbscr20cc">Contact Us</a> to get started.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://academy.superteams.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Superteams.ai Academy is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[Small Models, Big Impact – The Gemma 4 Revolution]]></title><description><![CDATA[18 April 2026 Issue: This edition explores Google&#8217;s Gemma 4 and the rise of SLMs, showing how "intelligence-per-parameter" is making multimodal AI accessible for local-first business growth]]></description><link>https://academy.superteams.ai/p/small-models-big-impact-the-gemma</link><guid isPermaLink="false">https://academy.superteams.ai/p/small-models-big-impact-the-gemma</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Sat, 18 Apr 2026 04:00:49 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/9cd6db91-a58f-4acf-b8fa-b04523947036_1920x1080.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Hi Guys,</p><p>The &#8220;bigger is better&#8221; era of AI is officially being challenged. While the industry spent years chasing trillion-parameter giants, we are now seeing a big shift toward <strong>Small Language Models (SLMs)</strong> that prioritize &#8220;intelligence-per-parameter.&#8221; Leading this charge is Google&#8217;s new <strong>Gemma 4</strong> family. These models are designed to be &#8220;Small but Mighty,&#8221; &#8230;</p>
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   ]]></content:encoded></item><item><title><![CDATA[Turn Your Website into a 24/7 Growth Engine with NextNeural Builder AI]]></title><description><![CDATA[2 April 2026 Issue: NextNeural Builder AI now includes embedded forms and support chatbots, allowing developers and businesses to integrate lead capture and visitor engagement directly into their webs]]></description><link>https://academy.superteams.ai/p/turn-your-website-into-a-247-growth</link><guid isPermaLink="false">https://academy.superteams.ai/p/turn-your-website-into-a-247-growth</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Thu, 02 Apr 2026 03:30:11 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/3d3f4ead-8193-451b-b1f9-2f62b3ad6ccc_1280x720.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Hi there!</p><p>Most websites act like passive digital billboards instead of high-performance engines. However, for anyone with a website, the goal isn&#8217;t just to &#8220;be online&#8221;&#8212;it&#8217;s to convert visitors into loyal customers. That&#8217;s why we&#8217;d like to show you how to build a comprehensive lead funnel in record time.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://academy.superteams.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Superteams.ai Academy is a reader-supported publicat&#8230;</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>
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   ]]></content:encoded></item><item><title><![CDATA[Create Slide Decks in 3 Minutes with NextNeural Builder AI]]></title><description><![CDATA[16 March 2026 Issue: Creating a good slide deck usually takes hours of formatting and rewriting content. With NextNeural Builder AI, you can generate structured, multilingual presentations]]></description><link>https://academy.superteams.ai/p/create-slide-decks-in-3-minutes-with</link><guid isPermaLink="false">https://academy.superteams.ai/p/create-slide-decks-in-3-minutes-with</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Mon, 16 Mar 2026 05:01:08 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/f30594ea-db9a-417e-8146-a31a6ab95fea_800x450.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>With NextNeural Builder AI, we have rolled out a brand new feature: instant slide decks.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ZZsG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ZZsG!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg 424w, https://substackcdn.com/image/fetch/$s_!ZZsG!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg 848w, https://substackcdn.com/image/fetch/$s_!ZZsG!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!ZZsG!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!ZZsG!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/f4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!ZZsG!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg 424w, https://substackcdn.com/image/fetch/$s_!ZZsG!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg 848w, https://substackcdn.com/image/fetch/$s_!ZZsG!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!ZZsG!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4e049d5-134f-460d-8f03-d163f5e419b6_1600x900.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2><strong>What does it do and how is it different from any other tool in the market?</strong></h2><ul><li><p><strong>Create well-designed slide decks directly from your source material</strong></p></li></ul><p>You can upload documents, links, or structured notes and instantly convert them into a clear presentation. The system organize&#8230;</p>
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          <a href="https://academy.superteams.ai/p/create-slide-decks-in-3-minutes-with">
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   ]]></content:encoded></item><item><title><![CDATA[The Evolution of ‘Vibe Coding’: Modern Bilingual Websites, Made Simple ]]></title><description><![CDATA[2 March 2026 Issue: If you want to build a bilingual website today, you need to treat it like a product, not a project. When you stop "coding" and start "grounding," businesses win and customers win.]]></description><link>https://academy.superteams.ai/p/the-evolution-of-vibe-coding-modern</link><guid isPermaLink="false">https://academy.superteams.ai/p/the-evolution-of-vibe-coding-modern</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Mon, 02 Mar 2026 03:30:29 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/541159f2-166a-4118-b5a1-8a5b3b9e7b77_1920x1080.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Most businesses treat their website like a project: something you scope, build, and live with until the next iteration. That was a sound policy when websites were tough to build and even harder to change. Today, however, the technology exists to treat your digital presence as a living product&#8212;one that evolves instantly as your business does.</p><p>But there is&#8230;</p>
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          <a href="https://academy.superteams.ai/p/the-evolution-of-vibe-coding-modern">
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   ]]></content:encoded></item><item><title><![CDATA[Seedance 2.0: AI Video’s ChatGPT Moment]]></title><description><![CDATA[19 February 2026 Issue: ByteDance's new 4-modal video engine can turn anyone into a film-maker. What does that mean for businesses? We discuss in this edition of our newsletter.]]></description><link>https://academy.superteams.ai/p/seedance-20-ai-videos-chatgpt-moment</link><guid isPermaLink="false">https://academy.superteams.ai/p/seedance-20-ai-videos-chatgpt-moment</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Thu, 19 Feb 2026 04:25:28 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/d970653a-c3cc-4549-b72f-4dd718dfc023_1920x1080.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>For the last two years, using AI video tools have felt like playing the lottery. You&#8217;d type &#8220;woman drinking a cup of coffee,&#8221; hit generate, and hope for the best. It would be tough to control the mise-en-scene or the woman herself. At best a gimmick for virality, the process did not really offer you the controls you needed to create an ad or even a perf&#8230;</p>
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          <a href="https://academy.superteams.ai/p/seedance-20-ai-videos-chatgpt-moment">
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   ]]></content:encoded></item><item><title><![CDATA[Breaking the Screen: The 2026 Shift to Externalized AI ]]></title><description><![CDATA[2 Feb 2026 Issue: AI is stepping out of our screens and into our homes and factories as the race for chips, models, and AI companionship intensifies. What does this mean for businesses?]]></description><link>https://academy.superteams.ai/p/breaking-the-screen-the-2026-shift</link><guid isPermaLink="false">https://academy.superteams.ai/p/breaking-the-screen-the-2026-shift</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Mon, 02 Feb 2026 03:31:42 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/426dfa4b-6bb1-4adb-8084-f53a63ff3341_1920x1080.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Hey there!</p><p>For decades, we&#8217;ve been conditioned to think of software as something we go <em>to</em>. We open a laptop, we look at a screen, we type into a box. Even the first wave of Generative AI followed this rule: it lived behind a glass wall, waiting for us to visit.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://academy.superteams.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Superteams.ai Academy is a reader-supported publication. To receive new posts and support my wo&#8230;</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>
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   ]]></content:encoded></item><item><title><![CDATA[From AI Experiments to AI Infrastructure - 5 Trends Shaping Enterprise AI in 2026]]></title><description><![CDATA[15 January 2026 Issue: Explore 5 AI trends defining 2026 as enterprises move from pilots to real infrastructure, with agentic systems, world models, AI-native devices, and autonomous operations]]></description><link>https://academy.superteams.ai/p/from-ai-experiments-to-ai-infrastructure</link><guid isPermaLink="false">https://academy.superteams.ai/p/from-ai-experiments-to-ai-infrastructure</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Thu, 15 Jan 2026 04:00:49 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/97939fdd-40e2-4fdc-92d0-4b8d251ccca0_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>In this New Year edition of our newsletter, we have identified the top 5 AI trends that we believe will be driving AI&#8217;s shift from promising experimentation to systems that actively run businesses and organisations.</p><h3><strong>1. Invisible AI Takes Over the Enterprise Backbone</strong></h3><p>AI agents have so far been synonymous with just &#8216;chatbots&#8217;. In 2026, they will start worki&#8230;</p>
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          <a href="https://academy.superteams.ai/p/from-ai-experiments-to-ai-infrastructure">
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   ]]></content:encoded></item><item><title><![CDATA[Inside Next Neural - How Compliance AI Works in the Real World]]></title><description><![CDATA[19 December 2025 Issue: Inside NextNeural, explore Compliance AI for BFSI, a new compliance case study, Businessworld coverage, and the latest enterprise AI news and model launches.]]></description><link>https://academy.superteams.ai/p/inside-next-neural-how-compliance</link><guid isPermaLink="false">https://academy.superteams.ai/p/inside-next-neural-how-compliance</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Fri, 19 Dec 2025 03:30:41 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/af9f7789-149b-49ac-8c3c-a2e854722984_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><strong>Hey Everyone!</strong></p><p><strong>In our last newsletter, we introduced you to the Next Neural platform and its suite of four intelligent agents designed to automate complex workflows across domains.</strong> This edition digs deeper into one of those agents: the <strong>Compliance AI agent</strong>.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://academy.superteams.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Superteams.ai Academy is a reader-supported publication. To receive new posts and support my work, co&#8230;</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>
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   ]]></content:encoded></item><item><title><![CDATA[NextNeural Agents for BFSI - The Future of Financial Intelligence ]]></title><description><![CDATA[02 December 2025 Issue: Explore NextNeural Agents for BFSI: Video KYC, Document OCR, Compliance Analyzer, & Audio Intelligence. Learn how unified agentic workflows transform financial operations]]></description><link>https://academy.superteams.ai/p/nextneural-agents-for-bfsi-the-future</link><guid isPermaLink="false">https://academy.superteams.ai/p/nextneural-agents-for-bfsi-the-future</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Tue, 02 Dec 2025 04:51:52 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/cf364eaf-876d-485b-aaea-36fa17ffdb67_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Every BFSI team knows this story all too well: A customer calls asking about a loan, and the audio from that conversation quietly gets stored in System A, waiting for someone to notice it. Their KYC documents, meanwhile, are pushed into a queue in System B, where another team picks them up hours later. Across the floor, compliance officers sift through &#8230;</p>
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   ]]></content:encoded></item><item><title><![CDATA[Superteams.ai Unveils NextNeural — Scalable Pre-built Intelligent Agentic Systems ]]></title><description><![CDATA[21 November 2025 Issue: Explore the launch of NextNeural, our scalable API-first agentic AI platform with prebuilt deployable agents, secure onboarding, and the latest global AI news.]]></description><link>https://academy.superteams.ai/p/superteamsai-unveils-nextneural-scalable</link><guid isPermaLink="false">https://academy.superteams.ai/p/superteamsai-unveils-nextneural-scalable</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Fri, 21 Nov 2025 13:11:25 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/1f76c9d0-a01c-4f0e-a01e-647e9a7f5058_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Your engineering team is finally ready to ship AI. Models are locked in, use cases are sharp, alignment is real. And then&#8212;like every enterprise pushing toward production&#8212;you hit the same wall: rebuilding authentication, wrestling with RBAC, duct-taping together orchestration layers. It&#8217;s the Groundhog Day of AI deployment. After two years of watching sm&#8230;</p>
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          <a href="https://academy.superteams.ai/p/superteamsai-unveils-nextneural-scalable">
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   ]]></content:encoded></item><item><title><![CDATA[Agentic Browsers - Has ‘The Browser War III’ Begun?]]></title><description><![CDATA[27 October 2025 Edition: Explore how agentic browsers like ChatGPT Atlas, Comet, and Opera Neon are shaping the web. Plus top AI news, hiring updates, and in-depth guides from Superteams.]]></description><link>https://academy.superteams.ai/p/agentic-browsers-has-the-browser</link><guid isPermaLink="false">https://academy.superteams.ai/p/agentic-browsers-has-the-browser</guid><dc:creator><![CDATA[Arpita Lahiri]]></dc:creator><pubDate>Mon, 27 Oct 2025 12:34:21 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/7713f629-cca8-45d5-8884-e8a77b053c56_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Hey All,</p><p>Back in the 90s and early 2000s, the internet witnessed two fierce battles - <em>first between Netscape Navigator and Microsoft&#8217;s Internet Explorer, and second between Internet Explorer, Firefox, and Google Chrome</em>. These have long been termed the proverbial &#8220;Browser wars&#8221;.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://academy.superteams.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Superteams.ai Academy is a reader-supported publication. To receive new posts &#8230;</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>
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   ]]></content:encoded></item><item><title><![CDATA[🎬 Making Movies With Just Text Prompts?]]></title><description><![CDATA[07 October 2025 Issue: Discover text-to-video generation with OpenAI&#8217;s latest release, the newest Superteams updates, and global AI news including Claude Sonnet 4.5 and UAE&#8217;s AI visa.]]></description><link>https://academy.superteams.ai/p/making-movies-with-just-text-prompts</link><guid isPermaLink="false">https://academy.superteams.ai/p/making-movies-with-just-text-prompts</guid><dc:creator><![CDATA[Superteams.ai Editors]]></dc:creator><pubDate>Tue, 07 Oct 2025 11:43:15 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/77baf636-fbbd-42cd-9a40-a0769250f1da_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><strong>Exploring Sora 2 and the new frontier of text-to-video generation</strong></p><p>Hey everyone,</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://academy.superteams.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Superteams.ai Academy is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><p>This week, we&#8217;re talking about a milestone that blurs the line between filmmaking and programming: text-to-video generation. OpenAI&#8217;s &#8230;</p>
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   ]]></content:encoded></item><item><title><![CDATA[AI Talent Crunch: Fact or Fiction?]]></title><description><![CDATA[01 September 2025 Issue: Discover the latest AI breakthroughs, top industry news, and insights on the global AI talent crunch shaping the future of AI-driven enterprises worldwide.]]></description><link>https://academy.superteams.ai/p/ai-talent-crunch-fact-or-fiction</link><guid isPermaLink="false">https://academy.superteams.ai/p/ai-talent-crunch-fact-or-fiction</guid><dc:creator><![CDATA[Superteams.ai Editors]]></dc:creator><pubDate>Mon, 01 Sep 2025 13:47:38 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/c715a91f-93b2-4f68-8762-174365085bf3_1900x1115.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Is the AI talent crunch real, or is it just another industry hype? The numbers tell a clear story. The global tech industry is facing an unprecedented shortage of skilled AI engineers, and the gap is only widening. </p><div class="pullquote"><p>For every 10 open GenAI roles, there is only one qualified engineer ready to take the job.</p></div><p>According to<a href="https://economictimes.indiatimes.com/jobs/hr-policies-trends/indias-ai-boom-1-qualified-engineer-for-every-10-open-genai-roles-says-teamlease-report/articleshow/123562001.cms?utm_source=chatgpt.com"> TeamLease Digital&#8217;s report</a>, cited by <strong>&#8230;</strong></p>
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   ]]></content:encoded></item><item><title><![CDATA[Not Just Reasoning, But Retrieval, Is the Biggest Challenge of Building Modern AI]]></title><description><![CDATA[12 Aug 2025 Issue: Why retrieval is the real bottleneck in Agentic RAG, new SupercraftAI marketing assistant, Superteams openings, and key AI launches from OpenAI, Alibaba, Z.ai, DeepMind & more.]]></description><link>https://academy.superteams.ai/p/not-just-reasoning-but-retrieval</link><guid isPermaLink="false">https://academy.superteams.ai/p/not-just-reasoning-but-retrieval</guid><dc:creator><![CDATA[Superteams.ai Editors]]></dc:creator><pubDate>Tue, 12 Aug 2025 13:40:04 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/84f1ac7d-b97d-4fca-8e27-94e833de6c2b_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>When we talk about advancing modern AI, especially Agentic RAG (Retrieval-Augmented Generation), most attention goes to reasoning &#8212; chain-of-thought improvements, tool use, and planning. But in practice, the <strong>largest bottleneck is retrieval</strong>: how we find the right information for the model to reason over in the first place. Even the most capable LLM will &#8230;</p>
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   ]]></content:encoded></item><item><title><![CDATA[How to Build Strong Guardrails for AI Agents]]></title><description><![CDATA[11 July, 2025 Issue: Discover how to secure AI agents with strong guardrails, review recent AI launches, and explore job opportunities in BD and technical writing.]]></description><link>https://academy.superteams.ai/p/how-to-build-strong-guardrails-for</link><guid isPermaLink="false">https://academy.superteams.ai/p/how-to-build-strong-guardrails-for</guid><dc:creator><![CDATA[Superteams.ai Editors]]></dc:creator><pubDate>Fri, 18 Jul 2025 13:54:10 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/608cf4b0-bb8c-4d86-a9fb-e91866e361d6_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>In a recent conversation with a technology leader at a healthcare startup, I learned that their biggest concern is an AI agent going rogue - updating or deleting data, or leaking sensitive information. It&#8217;s one of the key reasons their agent deployment is still stuck in the pilot phase.</p><p>And it&#8217;s a valid concern. An agent with database access can cause se&#8230;</p>
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   ]]></content:encoded></item><item><title><![CDATA[What Should You Learn, If You Want to Build AI Systems]]></title><description><![CDATA[June 27, 2025 Issue: AI skills need more than classroom learning. Build real systems, master cloud, GPUs and Linux. This issue covers AI hiring, top model launches and how to become job-ready.]]></description><link>https://academy.superteams.ai/p/what-should-you-learn-if-you-want</link><guid isPermaLink="false">https://academy.superteams.ai/p/what-should-you-learn-if-you-want</guid><dc:creator><![CDATA[Superteams.ai Editors]]></dc:creator><pubDate>Fri, 27 Jun 2025 13:31:10 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/78f70e40-15bd-4dd3-a3ac-36ecb2db5258_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>In a recent round of interviews at <a href="http://superteams.ai">Superteams.ai</a>, we spoke with candidates who spent 2-3 years of their early career in universities in the UK, Australia, Canada. One common fact stood out &#8211; while the academic credentials and certifications looked great on paper, they had never actually built any real-world application end-to-end. Most of them had inves&#8230;</p>
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   ]]></content:encoded></item><item><title><![CDATA[Can LRMs Think?]]></title><description><![CDATA[June 13, 2025 Issue: Can AI truly reason? Apple&#8217;s new study sparks debate. This issue covers our AI intern opening, agentic AI guides, and major June drops: Claude 4, DGM, FLUX.1]]></description><link>https://academy.superteams.ai/p/can-lrms-think</link><guid isPermaLink="false">https://academy.superteams.ai/p/can-lrms-think</guid><dc:creator><![CDATA[Superteams.ai Editors]]></dc:creator><pubDate>Fri, 13 Jun 2025 10:58:31 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/e0b15f82-1488-4864-9345-0d94ecffa299_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Apple&#8217;s researchers recently published a paper &#8216;<em><a href="https://machinelearning.apple.com/research/illusion-of-thinking">The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity</a></em>&#8217; that has caused ripples across the AI community. The researchers designed controlled puzzle environments like Tower of Hanoi and River Crossing to assess how Large Reasoning Models &#8230;</p>
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   ]]></content:encoded></item><item><title><![CDATA[The Future of Customer Experiences]]></title><description><![CDATA[May 28, 2025 Issue: How is AI forcing a shift in customer expectations? Also, Claude's new model and Mistral's Document AI. And, we just dropped a new WordPress plugin!]]></description><link>https://academy.superteams.ai/p/the-future-of-customer-experiences</link><guid isPermaLink="false">https://academy.superteams.ai/p/the-future-of-customer-experiences</guid><dc:creator><![CDATA[Superteams.ai Editors]]></dc:creator><pubDate>Wed, 28 May 2025 11:32:28 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/82e1a3d4-aad7-43c9-94ec-f64de92f8b41_1900x1115.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Platform LLMs, such as ChatGPT and Gemini, have triggered a significant shift in user expectations, one that many businesses are still struggling to keep pace with. While companies continue to design around forms, buttons, and complex user journeys, users have already begun to expect a simple, AI-powered interface where the AI handles the heavy lifting.</p><p>&#8230;</p>
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   ]]></content:encoded></item><item><title><![CDATA[Steps to Build a Multi-Tool Agent Using Google’s ADK]]></title><description><![CDATA[Learn how to build a multi-tool agent using Google's ADK. Basic Python programming knowledge required. Implementation time: 2 hours.]]></description><link>https://academy.superteams.ai/p/steps-to-build-a-multi-tool-agent</link><guid isPermaLink="false">https://academy.superteams.ai/p/steps-to-build-a-multi-tool-agent</guid><dc:creator><![CDATA[Superteams.ai Editors]]></dc:creator><pubDate>Sat, 19 Apr 2025 01:46:27 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e4e6e0f-209f-4ffc-a3a7-ad797fda9e70_1208x575.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Last week, we built an <a href="https://academy.superteams.ai/p/learn-how-to-build-an-mcp-powered">MCP-powered agent</a>. This week, we will tackle an even more powerful framework: Google&#8217;s <strong>Agent Development Kit (ADK)</strong> that was released a week ago!</p><p><a href="https://google.github.io/adk-docs/">Google&#8217;s Agent Development Kit (ADK)</a> is a powerful new open-source framework designed to simplify the creation of intelligent, LLM-powered agents. You can even create &#8216;agent teams&#8217; - or mu&#8230;</p>
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