Artificial Intelligence Archives - Markovate We build digital solutions for enterprises using AI, Blockchain, and Mobile technology. Fri, 22 Dec 2023 04:08:35 +0000 en-US hourly 1 https://wordpress.org/?v=6.4.2 https://markovate.com/wp-content/uploads/2023/09/Markovate-48x48-1.png Artificial Intelligence Archives - Markovate 32 32 Next-Gen Gaming: The Exciting Role of AI in Gaming https://markovate.com/blog/ai-in-gaming/ Fri, 22 Dec 2023 04:08:35 +0000 https://markovate.com/?p=252352 The gaming industry has undergone a remarkable transformation, largely attributed to advancements in artificial intelligence (AI). In fact, 99% of gaming companies plan to use AI, and 87% of them are already doing so. This evolution extends beyond the mere inclusion of AI characters in games, focusing on fostering interactivity within the gaming experience. Artificial Intelligence has significantly impacted various domains, including healthcare, education, and e-commerce, revolutionizing them. This transformative journey began in the gaming […]

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]]> AI in Media: Paving the Way for Next-Gen Media Platforms https://markovate.com/blog/ai-in-media/ Fri, 15 Dec 2023 15:48:11 +0000 https://markovate.com/?p=252576 In today’s media and entertainment industry, technology is a game-changer. Companies are using new tech to create better content and improve how people experience their products while boosting their brand. A vital part of this tech revolution is using data to get insights about customers’ wants and needs. This means changing how they operate to make things better for their audience. Artificial Intelligence (AI) is at the heart of these changes. It brings tools like […]

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]]> Empower Help Desks with AI in Customer Service https://markovate.com/blog/ai-in-customer-service/ Wed, 06 Dec 2023 08:40:01 +0000 https://markovate.com/?p=251156 In the past few years, customer service departments have been under much pressure. They deal with tight budgets and customers who expect quick, high-quality service. Their big question is: how can they provide better service with fewer resources? The answer lies in using Artificial Intelligence (AI) in customer service.  Here’s what’s happening: customer service has become more challenging since the pandemic. Customers now value fast service – 72% say they stick with brands that serve […]

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]]> Forecasting Future: The Power of Predictive AI https://markovate.com/blog/predictive-ai/ Fri, 01 Dec 2023 16:14:45 +0000 https://markovate.com/?p=250753 The AI market is all set to grow at a rapid 37.3% CAGR from 2023 to 2030, reaching an approximately $1,811.8 billion, with Predictive AI playing a key role in this surge. In the world of business, staying one step ahead is crucial. That’s where Predictive AI comes in, offering companies a way to look into the future. Businesses are now using Predictive AI to make smarter decisions, reduce risks, and find new ways to […]

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]]> Leveraging Cognitive Analytics for Competitive Advantage https://markovate.com/blog/cognitive-analytics/ Thu, 30 Nov 2023 18:05:18 +0000 https://markovate.com/?p=250531 In the early 2010s, a robot named Baxter debuted in factories. This giant robot, six feet tall and 300 pounds, had two arms and could show expressions with its digital eyes. Baxter was special because it used AI to work right next to people. It learned from humans, improving at tasks over time, just like a student learns from a teacher. However, Baxter didn’t sell as well as expected, and its maker, Rethink Robotics, went […]

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]]> How AI is Driving Innovation in the Automotive Industry? https://markovate.com/blog/ai-in-automotive/ Fri, 24 Nov 2023 19:48:56 +0000 https://markovate.com/?p=88059 In the automotive sector, artificial intelligence (AI) is revolutionizing more than just self-driving technology. It’s enhancing design, production, supply chains, customer service, and mobility services. The experts have their calculators out, and they’re predicting wild growth in Artificial Intelligence in the automotive industry – we’re talking about a nearly 40% jump every year! By 2027, it’s expected to balloon to a massive $15.9 billion industry.  Let’s delve into some technological advancements AI is bringing to the industry: […]

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]]> A Comprehensive First Look at LLaVA-1.5 Technology https://markovate.com/blog/llava-1-5-technology/ Fri, 17 Nov 2023 14:31:48 +0000 https://markovate.com/?p=87606 During 2023, the technological landscape has experienced remarkable progress in the sphere of large language model and multi-modal language models. The primary concentration has predominantly been creating computational frameworks capable of assimilating text and visual elements to enable queries about visual data. In parallel, forays into auditory data integration are also under scrutiny. OpenAI rolled out the multimodal GPT 4 also known as GPT-4V model in the same timeframe. At the same time, Google launched […]

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]]> How Big Fashion Studios are Using AI in Fashion https://markovate.com/blog/ai-in-fashion/ Fri, 10 Nov 2023 16:43:57 +0000 https://markovate.com/?p=87496 Integrating technology, specifically artificial intelligence, with the fashion industry is a beacon signaling its rising importance. This AI in fashion convergence is more than just a mere trend; it is a transformative force reshaping the very fabric of the industry. AI is now at the forefront of numerous operations in fashion, from trend forecasting to personalized shopping experiences. Its role is becoming increasingly critical due to the competitive advantages it offers, such as enhanced efficiency, […]

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]]> Mastering Embeddings: A Must-Read Guide https://markovate.com/blog/master-embeddings/ Fri, 03 Nov 2023 17:25:52 +0000 https://markovate.com/?p=87340 What is Embedding? Embeddings turn complex data like text or images into simpler, numerical forms. Think of it like turning a whole book into a summary that still captures the book’s main points. This makes it easier to work with large sets of data. The key idea is to keep the important relationships between data points, even in this simplified form. For example, if you have a question like, “What is the importance of democratic […]

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]]> Top 23 Use Cases and Applications of AI in Logistics in 2024 https://markovate.com/blog/ai-applications-in-logistics/ Fri, 27 Oct 2023 17:01:52 +0000 https://markovate.com/?p=87187 Due to the explosion in online shopping, inefficiency in the supply chain has become a serious problem. Everyone wants their items delivered yesterday, and to make that happen, logistics needs to be smarter and faster. That’s why the Logistics industry is turning to Artificial Intelligence (AI). In fact, by 2027, the artificial intelligence market within the logistics and supply chain sector is expected to attain a valuation of $10.07 billion. In this blog, we will […]

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]]> Adaptive AI: The Next Leap of AI https://markovate.com/blog/adaptive-ai/ Fri, 20 Oct 2023 06:37:39 +0000 https://markovate.com/?p=86268 The Rise of Adaptive AI In the ever-evolving sphere of artificial and machine intelligence, a new paradigm is taking shape—Adaptive AI. This cutting-edge approach goes beyond mere algorithmic processes, stepping into the realm of cognitive adaptability. Adaptive AI systems are distinguished by their self-improving architecture, which dynamically refines its decision-making algorithms without requiring human oversight for adjustments. For Adaptive AI, the continual ingestion of data serves as the lifeblood, enabling real-time updates to decision matrices. […]

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]]> Applications and Use Cases of LLM https://markovate.com/blog/applications-and-use-cases-of-llm/ Mon, 16 Oct 2023 12:28:13 +0000 https://markovate.com/?p=85539 The landscape of Natural Language Processing (NLP) has shifted dramatically with the introduction of large language model (LLM) like OpenAI’s GPT series and Google’s Transformer-based models. These aren’t just incremental improvements but paradigm shifts in how machines interpret and generate human language. These LLMs are mathematical giants constructed around advanced neural network architectures, sporting billions of parameters. Their strength isn’t just about raw computation; it’s in the finesse with which they navigate linguistic nuances. When […]

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]]> Architecting Computer Vision Applications: From Concept to Deployment https://markovate.com/blog/computer-vision-applications/ Thu, 05 Oct 2023 18:44:55 +0000 https://markovate.com/?p=84937 Imagine walking into a modern office space. Without even thinking, your eyes scan the room. You notice the layout, where people are seated, who’s engaged in a conversation, and so much more. All this happens within a blink of an eye, thanks to the complexity of human vision that’s been honed by evolution and everyday experiences. Now, think about bringing this level of perception to a business operation. The kind where computers could actually “see” […]

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]]> How to Connect LLM to External Sources Using RAG? https://markovate.com/blog/connect-llm-using-rag/ Thu, 28 Sep 2023 20:25:08 +0000 https://markovate.com/?p=84689 Retrieval Augmented Generation (RAG) and Large Language Models (LLMs) like GPT variants both play distinct yet interrelated roles in advancing machine learning applications. Initiated as separate entities—RAG for enhancing data sourcing and LLMs for linguistic processing—their integration culminates in a robust solution for context-aware, domain-specific data generation. RAG introduces a dynamic, real-time data assimilation layer to the static, pre-trained architecture of LLMs. This confluence mitigates the inherent limitations of LLMs—such as computational rigidity and lack […]

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]]> AI Tech Stack: A Complete Guide https://markovate.com/blog/ai-tech-stack/ Wed, 27 Sep 2023 03:15:22 +0000 https://markovate.com/?p=84659 Artificial Intelligence has transitioned from a luxury to a necessity in today’s competitive landscape. A deep understanding of the AI tech stack is beneficial and crucial for crafting cutting-edge products capable of revolutionizing business operations. Let’s explore in-depth to understand everything about the AI tech stack. AI Tech Stack Layers The AI stack is a structural framework comprising interdependent layers, each serving a critical function to ensure the system’s efficiency and effectiveness. Unlike a monolithic […]

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]]> How to Build an AI Voice Ordering System? https://markovate.com/blog/ai-voice-ordering-system/ Thu, 14 Sep 2023 19:06:02 +0000 https://markovate.com/?p=84523 AI-powered Voice Ordering applications are stepping up in the fast-paced enterprise world, where the quest for efficiency and user experience often collide. These aren’t just virtual assistants that can understand “yes” or “no”; we’re talking about sophisticated systems with a grasp of natural language, thanks to advanced Natural Language Processing. Imagine an executive on the road, toggling between client calls and emails. A quick voice command to the company’s AI ordering system could confirm new […]

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]]> A Comprehensive Guide to Developing an AI System https://markovate.com/blog/developing-an-ai/ Mon, 04 Sep 2023 17:12:33 +0000 https://markovate.com/?p=84370 Initiated in the 1940s, the advent of digital computing machinery laid the foundational framework for executing intricate algorithms that solve complex mathematical theorems or engage in strategic board games like chess. This capability transcends conventional computational tasks, morphing into what is widely recognized as artificial intelligence. The discourse elucidates the core tenets of artificial intelligence, its multifaceted applications, and the methodological roadmap requisite for constructing an intelligent computational entity. In this blog, we will cover […]

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]]> Scaling Up: How Enterprise AI Drives Business Growth https://markovate.com/blog/enterprise-ai/ Thu, 31 Aug 2023 18:07:42 +0000 https://markovate.com/?p=84246 According to Gartner’s eye-opening estimate, artificial intelligence produced $2.9 trillion in commercial value and freed up 6.2 billion labor hours in 2021 alone. This information should serve as a wake-up call for individuals who are still unaware of the revolutionary potential of enterprise AI technology and data science, especially in light of the fact that many businesses, both established and start-up, have already embraced AI technologies to boost productivity. Let’s dive deep and understand what […]

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]]> AI as a Service – A New Way to Adopt AI https://markovate.com/blog/ai-as-a-service-a-new-way-to-adopt-ai/ Tue, 29 Aug 2023 11:25:16 +0000 https://markovate.com/?p=84187 Artificial intelligence (AI) is opening the way for unique developments and will be the driving force behind improved company procedures or the upcoming era of customer interactions. It is clear that business leaders want to use AI’s capabilities to gain a competitive edge as the AI era develops and massive informational repositories become accessible. A remarkable finding is that AI as a Service (AIaaS), a smart fusion of the well-known SaaS business model with the […]

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]]> Parameter-Efficient Fine-Tuning (PEFT) of LLMs: A Practical Guide https://markovate.com/blog/parameter-efficient-fine-tuning-peft-of-llms-a-practical-guide/ Fri, 25 Aug 2023 06:03:38 +0000 https://markovate.com/?p=84104 PEFT (Parameter Efficient Fine Tuning) – This term can make anyone curious and today we will discuss everything about PEFT in this blog. In the ever-evolving sphere of Natural Language Processing (NLP), a seismic shift has occurred. With the introduction of Large Language Models (LLMs) such as GPT, T5, and BERT, all grounded in the innovative transformer architecture. This shift isn’t contained solely within NLP but spreading its tendrils into other disciplines like Computer Vision […]

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]]> Deepfakes AI: Definition, Technology, & Application https://markovate.com/blog/deepfakes-ai/ Fri, 18 Aug 2023 20:29:13 +0000 https://markovate.com/?p=83978 Deepfakes AI? To be honest, that is both interesting and a little alarming. Imagine a system based on deep learning that can produce movies or audio almost identical to the originals. It resembles the collision of science fiction and reality, but it exists. (Learn more about how to improve the text-audio generation quality with AI in our latest blog here : AudioLDM: Revolutionizing Text-to-Audio Generation Quality – Markovate) What is Deepfakes? Everybody has seen movies […]

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]]> AI in Banking – How AI is Transforming the Banking World? https://markovate.com/blog/ai-in-banking/ Fri, 11 Aug 2023 18:50:45 +0000 https://markovate.com/?p=83637 Banking and finance have not been exempt from the game-changing effects of artificial intelligence or just AI. It is similar to having an extremely clever assistant who anticipates clients’ needs. Do you remember when there were lengthy lineups at the bank? That has changed because AI in banking has improved convenience and responsiveness to user demands. Fact Check: AI in Banking Banks are already using AI in their services and applications to become more technologically […]

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]]> AI in Sports – How is AI Transforming the Sports Industry? https://markovate.com/blog/ai-in-sports/ Fri, 28 Jul 2023 13:55:48 +0000 https://markovate.com/?p=82909 AI’s incorporation into sports can be revolutionary. But let’s face it, understanding how AI works and its impact on sports can be as complex as decoding a pitcher’s signals from behind the home plate. Just like an athlete needs to understand their sport inside out to excel at it, we need to grasp what AI in sports truly means. And that’s where things get tricky for most people. No worries, though! We’re here to break down this […]

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]]> AI Compliance: Overcoming Challenges for AI Applications https://markovate.com/blog/ai-compliance/ Mon, 24 Jul 2023 14:50:41 +0000 https://markovate.com/?p=80942 As we delve deeper into the era of artificial intelligence, AI compliance has become a crucial factor for businesses to consider. This blog post will explore the importance and role of AI compliance in promoting fairness and equity, ensuring that systems function without bias or discrimination. We’ll also look at some challenges posed by the lack of comprehensive risk management frameworks for AI applications. Organizations are facing a pressing need to tackle any risks that […]

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]]> Diffusion Models in AI: Tailored for Brand Success  https://markovate.com/blog/diffusion-models-for-brand-success/ Tue, 04 Jul 2023 12:38:39 +0000 https://markovate.com/?p=81282 Over the past 20 months, creators and enthusiasts of generative AI  and  GPT 4 have been captivated by the remarkable capabilities of diffusion models. The once impossible task of transforming text into images has become a reality, thanks to the fantastic advancements in stable diffusion models. Consequently, there has been an astounding surge in the utilization and generation tailoring the Diffusion Models for Brand Success of AI-powered images, with organizations embracing this technology on a large scale. Customized diffusion models have […]

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]]> Leveraging LangChain for Next-Gen Language Models https://markovate.com/blog/langchain-for-language-models/ Thu, 01 Jun 2023 13:17:20 +0000 https://markovate.com/?p=79296 LangChain is an innovative framework designed to unlock the full potential of large language models, enabling developers to build powerful LLM applications with ease. By providing a robust set of tools and interfaces, LangChain streamlines the process of working with state-of-the-art machine learning systems while maintaining flexibility across various programming languages. In this blog post, we will delve into the key features and components that make LangChain stand out as a groundbreaking solution for leveraging […]

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]]> AIOps (AI for IT Operations): Elevating operations like never before https://markovate.com/blog/aiops-artificial-intelligence-operations/ Fri, 26 May 2023 13:19:50 +0000 https://markovate.com/?p=79280 AI has been catalyzing a revolution with human-like simulation. Its ability to learn, reason, and correct itself every time makes it special. These features make it triumphant in addressing complicated issues. It is one of those areas where AI excels, And this is possible with AIOps. Expanding to Artificial Intelligence for IT operations, it has been deploying its capabilities to optimize the industry’s processes. Sounds Interesting already? We will explore all about AIOps here seamlessly. […]

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]]> AI in Sustainable Development – Energy & Environment https://markovate.com/blog/ai-and-sustainability/ Thu, 27 Apr 2023 08:33:37 +0000 https://markovate.com/?p=75311 AI and Sustainable Development – Overview of AI and ML Artificial Intelligence (AI) and Machine Learning (ML) technologies can transform energy and environmental sustainability fields. AI pertains to the development of intelligent machines that can mimic human behavior and decision-making processes, while ML employs algorithms and statistical models to enhance computer performance on a particular task progressively. Importance of Energy and Environmental Sustainability Human civilization critically depends on energy and environmental sustainability. The International Energy […]

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]]> How AI In Mobile Apps Change Future Adaption Of Technology? https://markovate.com/blog/artificial-intelligence-in-mobile-applications/ Wed, 20 Jul 2022 14:56:42 +0000 https://markovate.com/?p=41522 AI In Mobile Apps: Introduction Artificial intelligence (AI) has gained significant traction in many different areas, making it an absolute need of the hour. The International Data Corporation predicted that by 2022, global investment in AI systems would increase from $35.8 billion to $79.2 billion. And righteously said, the AI market values a whooping $136.6B today, which is likely to shoot 13X times alone in the USA, ranging $299.4B by 2026. Users will see more […]

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]]> How AI Mobile App Design Enable Innovative UX Across Different Industries? https://markovate.com/blog/ai-mobile-app-design/ Tue, 15 Mar 2022 05:49:46 +0000 https://www.markovate.com/?p=26468 AI Mobile App Design: Introduction AI is no longer just for companies like Amazon, Microsoft, Netflix, etc. Take, for example, Siri; the AI-powered virtual assistant is one of Apple’s most popular AI applications. Cortana is another famous virtual assistant from Microsoft. These are among the best AI mobile app design, with millions of users worldwide. But, AI in business and mobile applications have much more functionality than virtual assistants and chatbots. Today, AI is available […]

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