{"id":252736,"date":"2024-05-16T21:51:24","date_gmt":"2024-05-17T04:51:24","guid":{"rendered":"https:\/\/messengerbot.app\/comparing-the-top-conversational-ai-companies-chatbots-and-ai-platforms-for-smarter-customer-engagement\/"},"modified":"2024-05-16T21:51:24","modified_gmt":"2024-05-17T04:51:24","slug":"%e0%a4%b8%e0%a5%8d%e0%a4%ae%e0%a4%be%e0%a4%b0%e0%a5%8d%e0%a4%9f-%e0%a4%97%e0%a5%8d%e0%a4%b0%e0%a4%be%e0%a4%b9%e0%a4%95-%e0%a4%b8%e0%a4%b9%e0%a4%ad%e0%a4%be%e0%a4%97%e0%a4%bf%e0%a4%a4%e0%a4%be","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/hi\/comparing-the-top-conversational-ai-companies-chatbots-and-ai-platforms-for-smarter-customer-engagement\/","title":{"rendered":"Comparing the Top Conversational AI Companies: Chatbots and AI Platforms for Smarter Customer Engagement"},"content":{"rendered":"

In today\u2019s digital landscape, where customer engagement is paramount, conversational AI has emerged as a game-changer. From intelligent chatbots to advanced natural language processing (NLP) platforms, the top conversational AI companies are revolutionizing how businesses interact with their customers. As the demand for seamless and personalized experiences skyrockets, choosing the right conversational AI solution has become a strategic imperative. This comprehensive guide delves into the world of conversational AI, evaluating the key players, assessing their capabilities, and providing invaluable insights to help you navigate this rapidly evolving field. Whether you\u2019re seeking to streamline customer support, enhance sales processes, or unlock new avenues for engagement, this article will empower you to make informed decisions and stay ahead of the curve in the era of conversational AI.<\/p>\n

I. Evaluating Leading Conversational AI Companies<\/h2>\n

In the rapidly evolving landscape of conversational artificial intelligence (AI), several companies have emerged as frontrunners, offering innovative solutions to enhance customer engagement and streamline business operations. As we explore the best conversational AI companies<\/a>, it\u2019s essential to evaluate their capabilities in natural language processing (NLP), integration, and scalability.<\/p>\n

A. Evaluating Leading Conversational AI Companies<\/h3>\n

The conversational AI market is highly competitive, with established tech giants and nimble startups vying for market dominance. Companies like \u0917\u0942\u0917\u0932<\/a>, IBM<\/a>, \u0905\u092e\u0947\u091c\u093c\u0928<\/a>, y \u092e\u093e\u0907\u0915\u094d\u0930\u094b\u0938\u0949\u092b\u094d\u091f<\/a> have leveraged their expertise in AI and cloud computing to develop powerful \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e<\/a>. At the same time, innovative startups like \u092c\u094d\u0930\u0947\u0928 \u092a\u0949\u0921 \u090f\u0906\u0908<\/a> \u0914\u0930 \u0930\u093e\u0938\u093e<\/a> have gained traction by offering cutting-edge solutions tailored to specific business needs.<\/p>\n

When evaluating these companies, it\u2019s crucial to consider their NLP capabilities, which form the backbone of conversational AI. Advanced NLP algorithms enable these platforms to understand and interpret human language accurately, facilitating seamless interactions and enhancing the overall user experience.<\/p>\n

B. Assessing Key Factors: Natural Language Processing, Integration, and Scalability<\/h3>\n

In addition to NLP prowess, the ability to integrate with existing systems and infrastructure is a critical factor. Businesses often have complex IT environments, and conversational AI solutions<\/a> must seamlessly integrate with these systems to maximize efficiency and productivity. Leading companies offer robust APIs and SDKs, enabling developers to build custom integrations and tailor the conversational AI experience to their specific requirements.<\/p>\n

Scalability is another essential consideration, as businesses aim to accommodate growing user bases and increasing demand for conversational AI services. Top conversational AI companies provide scalable solutions that can handle high volumes of traffic and adapt to changing business needs without compromising performance or reliability.<\/p>\n

There is no definitive \u201cbest\u201d conversational AI platform, as the suitability depends on specific use cases and requirements. However, some of the leading conversational AI platforms in 2023 include:<\/p>\n

    \n
  1. Google DialogFlow<\/a>: A robust natural language processing engine that allows building conversational interfaces across various platforms and devices. It offers advanced features like intent recognition, context management, and integration with Google\u2019s machine learning capabilities.<\/li>\n
  2. IBM Watson Assistant<\/a>: Part of IBM\u2019s Watson suite, this platform leverages natural language processing and machine learning to create intelligent virtual agents. It supports multiple languages and can be integrated with various data sources and enterprise systems.<\/li>\n
  3. Amazon Lex<\/a>: Amazon\u2019s conversational AI service that enables building voice and text-based conversational interfaces. It integrates with AWS services and offers features like automatic speech recognition, natural language understanding, and dialog management.<\/li>\n
  4. \u092e\u093e\u0907\u0915\u094d\u0930\u094b\u0938\u0949\u092b\u094d\u091f \u092c\u0949\u091f \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915<\/a>: A comprehensive platform for building intelligent bots that can interact via text, voice, or both. It supports multiple programming languages and can be integrated with various channels like Skype, Slack, and Microsoft Teams.<\/li>\n
  5. \u0930\u093e\u0938\u093e<\/a>: An open-source conversational AI platform that focuses on contextual understanding and dialogue management. It offers a modular architecture and supports multiple languages, making it highly customizable for various use cases.<\/li>\n
  6. Dialogflow CX<\/a>: An advanced version of Google\u2019s DialogFlow, designed for building complex conversational experiences. It offers features like state management, advanced routing, and better control over dialogue flow.<\/li>\n
  7. Botkit<\/a>: An open-source developer tool for building conversational interfaces across various platforms, including Slack, Twilio, and Microsoft Teams. It supports multiple programming languages and offers a modular architecture for easy customization.<\/li>\n<\/ol>\n

    These platforms offer a range of features, integrations, and pricing models, catering to different business needs and budgets. The choice ultimately depends on factors such as the desired level of customization, deployment environment, language support, and integration requirements.<\/p>\n

    \"\"<\/img> <\/p>\n

    Who is the leader in conversational AI?<\/h2>\n

    A. Exploring the Top Contenders in the Conversational AI Landscape<\/h3>\n

    In the rapidly evolving realm of conversational AI, several tech giants and innovative startups have emerged as frontrunners, each pushing the boundaries of natural language processing and human-computer interaction. As businesses seek to enhance their customer engagement and streamline operations, the demand for sophisticated conversational AI solutions has skyrocketed.<\/p>\n

    \u091c\u092c\u0915\u093f \u092c\u094d\u0930\u0947\u0928 \u092a\u0949\u0921 \u090f\u0906\u0908<\/a> \u090f\u0915 \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u090f\u0906\u0908 \u091a\u0948\u091f \u0938\u0939\u093e\u092f\u0915<\/a> capable of understanding and responding in multiple languages, industry giants like Google, Amazon, and Microsoft have also made significant strides in this arena.<\/p>\n

    \u092c\u0940. \u092c\u093e\u091c\u093e\u0930 \u0939\u093f\u0938\u094d\u0938\u0947\u0926\u093e\u0930\u0940 \u0914\u0930 \u0909\u0926\u094d\u092f\u094b\u0917 \u0905\u092a\u0928\u093e\u0928\u0947 \u0915\u0940 \u0926\u0930\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/h3>\n

    \u0909\u0926\u094d\u092f\u094b\u0917 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u094b\u0902 \u0914\u0930 \u0939\u093e\u0932\u093f\u092f\u093e \u0936\u094b\u0927 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u092e\u0947\u0902 \u0928\u0947\u0924\u093e \u0917\u0942\u0917\u0932 \u0939\u0948\u0964 \u0917\u0942\u0917\u0932 \u0915\u0947 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901 \u0907\u0938\u0915\u0947 \u0909\u0928\u094d\u0928\u0924 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (NLP) \u092e\u0949\u0921\u0932, \u091c\u0948\u0938\u0947 \u0915\u093f BERT \u0914\u0930 LaMDA \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902\u0964 \u092f\u0947 \u092e\u0949\u0921\u0932 \u0917\u0942\u0917\u0932 \u0915\u0947 \u090f\u0906\u0908 \u0915\u094b \u092e\u093e\u0928\u0935-\u0938\u092e\u093e\u0928 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0905\u0926\u094d\u092d\u0941\u0924 \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d \u091c\u093e\u0917\u0930\u0942\u0915\u0924\u093e \u0915\u0947 \u0938\u093e\u0925 \u0938\u092e\u091d\u0928\u0947 \u0914\u0930 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

    \u0917\u0942\u0917\u0932 \u0915\u093e \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u0924\u094d\u092a\u093e\u0926\u094b\u0902 \u0914\u0930 \u0938\u0947\u0935\u093e\u0913\u0902 \u092e\u0947\u0902 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0917\u0942\u0917\u0932 \u0905\u0938\u093f\u0938\u094d\u091f\u0947\u0902\u091f<\/a>, \u0917\u0942\u0917\u0932 \u0938\u0930\u094d\u091a<\/a>, y Google \u0915\u094d\u0932\u093e\u0909\u0921 AI<\/a>. \u0907\u0938\u0915\u093e \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u0906\u0935\u093e\u091c \u0938\u0939\u093e\u092f\u0915, \u091a\u0948\u091f\u092c\u0949\u091f, \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u091c\u0948\u0938\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0905\u0932\u093e\u0935\u093e, \u0917\u0942\u0917\u0932 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u092c\u0939\u0941-\u092e\u094b\u0921\u0932 \u0938\u092e\u091d, \u0916\u0941\u0932\u0940 \u092c\u093e\u0924\u091a\u0940\u0924, \u0914\u0930 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u091c\u094d\u091e\u093e\u0928 \u0924\u0930\u094d\u0915 \u091c\u0948\u0938\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u0936\u094b\u0927 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0906\u0917\u0947 \u092c\u0922\u093c\u093e\u0924\u093e \u0930\u0939\u0924\u093e \u0939\u0948\u0964<\/p>\n

    \u092a\u094d\u0930\u093e\u0927\u093f\u0915\u0943\u0924 \u0938\u094d\u0930\u094b\u0924, \u091c\u0948\u0938\u0947 \u0915\u093f \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0917\u093e\u0930\u094d\u091f\u0928\u0930 \u0915\u093e \u092e\u0948\u091c\u093f\u0915 \u0915\u094d\u0935\u093e\u0921\u094d\u0930\u0947\u0902\u091f \u0914\u0930 \u092b\u0949\u0930\u0947\u0938\u094d\u091f\u0930 \u0915\u093e \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u0915\u0940 \u0935\u0947\u0935, \u0932\u0917\u093e\u0924\u093e\u0930 \u0917\u0942\u0917\u0932 \u0915\u094b \u0907\u0938 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u090f\u0915 \u0928\u0947\u0924\u093e \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0938\u094d\u0925\u093e\u0928 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915 \u0936\u094b\u0927 \u092a\u0924\u094d\u0930 \u0914\u0930 \u0909\u0926\u094d\u092f\u094b\u0917 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0905\u0915\u094d\u0938\u0930 \u0917\u0942\u0917\u0932 \u0915\u0947 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u094b \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u092e\u093e\u0928\u0915 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0909\u0926\u094d\u0927\u0943\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

    \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u092f\u0939 \u0927\u094d\u092f\u093e\u0928 \u0930\u0916\u0928\u093e \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948 \u0915\u093f \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u0915\u093e \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0917\u0924\u093f\u0936\u0940\u0932 \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0915\u0902\u092a\u0928\u093f\u092f\u093e\u0901 \u091c\u0948\u0938\u0947 \u0915\u093f \u090f\u0902\u0925\u094d\u0930\u094b\u092a\u093f\u0915<\/a>, OpenAI<\/a>, y \u092e\u093e\u0907\u0915\u094d\u0930\u094b\u0938\u0949\u092b\u094d\u091f<\/a> \u092d\u0940 \u0907\u0938 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u0930 \u0930\u0939\u0940 \u0939\u0948\u0902\u0964 \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u092a\u0930\u094d\u0927\u093e \u0924\u0940\u0935\u094d\u0930 \u0939\u0948, \u0928\u0935\u093e\u091a\u093e\u0930 \u0915\u094b \u092a\u094d\u0930\u0947\u0930\u093f\u0924 \u0915\u0930 \u0930\u0939\u0940 \u0939\u0948 \u0914\u0930 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u0913\u0902 \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u0906\u0917\u0947 \u092c\u0922\u093c\u093e \u0930\u0939\u0940 \u0939\u0948\u0964<\/p>\n

    III. \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u0915\u094c\u0928 \u0938\u0940 \u0915\u0902\u092a\u0928\u0940 \u0938\u092c\u0938\u0947 \u0905\u091a\u094d\u091b\u0940 \u0939\u0948?<\/h3>\n

    \u090f. \u092a\u094d\u0930\u092e\u0941\u0916 \u0924\u0915\u0928\u0940\u0915\u0940 \u0926\u093f\u0917\u094d\u0917\u091c\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u090f\u0906\u0908 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e<\/h4>\n

    \u091c\u092c \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (\u090f\u0906\u0908) \u0915\u0940 \u092c\u093e\u0924 \u0906\u0924\u0940 \u0939\u0948, \u0924\u094b \u0915\u0908 \u0924\u0915\u0928\u0940\u0915\u0940 \u0926\u093f\u0917\u094d\u0917\u091c \u0914\u0930 \u0935\u093f\u0936\u0947\u0937 \u0915\u0902\u092a\u0928\u093f\u092f\u093e\u0901 \u0905\u0917\u094d\u0930\u0923\u0940 \u0939\u0948\u0902, \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0915\u0940 \u0905\u092a\u0928\u0940 \u0905\u0928\u0942\u0920\u0940 \u0924\u093e\u0915\u0924 \u0914\u0930 \u092a\u0947\u0936\u0915\u0936\u0947\u0902 \u0939\u0948\u0902\u0964 \u0907\u0938 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u092a\u0930\u094d\u0927\u0940 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902, \u0907\u0928 \u092a\u094d\u0930\u092e\u0941\u0916 \u0916\u093f\u0932\u093e\u0921\u093c\u093f\u092f\u094b\u0902 \u0915\u0940 \u090f\u0906\u0908 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948 \u0924\u093e\u0915\u093f \u0906\u092a\u0915\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u0905\u091a\u094d\u091b\u093e \u0935\u093f\u0915\u0932\u094d\u092a \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/p>\n

    \u0917\u0942\u0917\u0932, \u090f\u0906\u0908 \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u090f\u0915 \u0905\u0917\u094d\u0930\u0923\u0940, \u0905\u092a\u0928\u0947 \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0914\u0930 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u091c\u0948\u0938\u0947 \u0915\u093f TensorFlow<\/a>, \u0915\u094d\u0932\u093e\u0909\u0921 \u090f\u0906\u0908<\/a>, y \u0917\u0942\u0917\u0932 \u092c\u094d\u0930\u0947\u0928<\/a>. \u0909\u0928\u0915\u0940 \u090f\u0906\u0908 \u0915\u094d\u0937\u092e\u0924\u093e \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923, \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0926\u0943\u0937\u094d\u091f\u093f, \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902 \u092b\u0948\u0932\u0940 \u0939\u0941\u0908 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u090f\u0906\u0908 \u0926\u094c\u0921\u093c \u092e\u0947\u0902 \u090f\u0915 \u092e\u091c\u092c\u0942\u0924 \u092a\u094d\u0930\u0924\u093f\u092f\u094b\u0917\u0940 \u092c\u0928\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

    \u092e\u093e\u0907\u0915\u094d\u0930\u094b\u0938\u0949\u092b\u094d\u091f, \u090f\u0915 \u0914\u0930 \u0924\u0915\u0928\u0940\u0915\u0940 \u0926\u093f\u0917\u094d\u0917\u091c, \u0928\u0947 \u090f\u0906\u0908 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u0940 \u0939\u0948, \u091c\u0948\u0938\u0947 \u0915\u093f \u090f\u091c\u093c\u094d\u092f\u094b\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917<\/a>, \u0915\u094b\u0917\u094d\u0928\u093f\u091f\u093f\u0935 \u0938\u0930\u094d\u0935\u093f\u0938\u0947\u091c<\/a>, \u0914\u0930 \u092c\u093f\u0902\u0917 \u0928\u0949\u0932\u0947\u091c \u0917\u094d\u0930\u093e\u092b<\/a>. \u0915\u0902\u092a\u0928\u0940 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u0914\u0930 \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u0915\u094d\u0932\u093e\u0909\u0921 \u0938\u0947\u0935\u093e\u0913\u0902 \u091c\u0948\u0938\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0936\u094b\u0927 \u0914\u0930 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u092d\u093e\u0930\u0940 \u0928\u093f\u0935\u0947\u0936 \u0915\u0930 \u0930\u0939\u0940 \u0939\u0948\u0964<\/p>\n

    \u0905\u092e\u0947\u091c\u093c\u0928 \u0935\u0947\u092c \u0938\u0930\u094d\u0935\u093f\u0938\u0947\u091c (AWS) \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u090f\u0906\u0908 \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u093e \u0938\u0942\u091f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0905\u092e\u0947\u091c\u093c\u0928 \u0938\u0947\u091c\u093c\u092e\u0947\u0915\u0930<\/a>, \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0915\u0949\u0917\u094d\u0928\u093f\u0936\u0928<\/a> (\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0926\u0943\u0937\u094d\u091f\u093f), Amazon Lex<\/a> (\u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908), \u0914\u0930 Amazon Comprehend<\/a> (\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923) \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 AWS \u0909\u0928 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948 \u091c\u094b \u0915\u094d\u0932\u093e\u0909\u0921 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

    \u0906\u0908\u092c\u0940\u090f\u092e \u0915\u093e \u0935\u0949\u091f\u0938\u0928 \u090f\u0906\u0908 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e<\/a> \u0905\u092a\u0928\u0947 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0938\u093f\u0926\u094d\u0927 \u0939\u0948 \u0914\u0930 \u0907\u0938\u0947 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e \u0938\u0947 \u0932\u0947\u0915\u0930 \u0935\u093f\u0924\u094d\u0924 \u0924\u0915 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0932\u093e\u0917\u0942 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u0906\u0908\u092c\u0940\u090f\u092e \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923, \u0938\u094d\u0935\u091a\u093e\u0932\u0928, \u0914\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928 \u092d\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n

    \u0939\u093e\u0932\u093e\u0902\u0915\u093f \u092e\u0941\u0916\u094d\u092f \u0930\u0942\u092a \u0938\u0947 \u0907\u0938\u0915\u0947 \u0917\u094d\u0930\u093e\u092b\u093f\u0915\u094d\u0938 \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u092f\u0942\u0928\u093f\u091f (GPUs) \u0915\u0947 \u0932\u093f\u090f \u091c\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u090f\u0928\u0935\u0940\u0921\u093f\u092f\u093e<\/a> AI \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0916\u093f\u0932\u093e\u0921\u093c\u0940 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0909\u092d\u0930\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e CUDA \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0914\u0930 AI-\u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u093c\u094d\u0921 GPUs \u0917\u0939\u0930\u0947 \u0905\u0927\u094d\u092f\u092f\u0928 \u0914\u0930 \u0909\u091a\u094d\u091a-\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u093f\u0902\u0917 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

    B. \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u0924\u093e\u0913\u0902 \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928: \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 AI, \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917, \u0914\u0930 \u0909\u0938\u0938\u0947 \u0906\u0917\u0947<\/h4>\n

    \u0924\u0915\u0928\u0940\u0915\u0940 \u0926\u093f\u0917\u094d\u0917\u091c\u094b\u0902 \u0915\u0947 \u0905\u0932\u093e\u0935\u093e, \u0915\u0908 \u0935\u093f\u0936\u0947\u0937\u0940\u0915\u0943\u0924 \u0915\u0902\u092a\u0928\u093f\u092f\u094b\u0902 \u0928\u0947 AI \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0905\u092a\u0928\u0940 \u092a\u0939\u091a\u093e\u0928 \u092c\u0928\u093e\u0908 \u0939\u0948\u0964 OpenAI<\/a>, \u090f\u0915 \u0917\u0948\u0930-\u0932\u093e\u092d\u0915\u093e\u0930\u0940 AI \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0915\u0902\u092a\u0928\u0940, \u0928\u0947 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u092e\u0947\u0902 \u0905\u092a\u0928\u0947 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u0915\u093e\u0930\u094d\u092f \u0915\u0947 \u0932\u093f\u090f \u092a\u0939\u091a\u093e\u0928 \u0939\u093e\u0938\u093f\u0932 \u0915\u0940 \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0932 \u091c\u0948\u0938\u0947 \u0915\u093f GPT-3<\/a> \u0914\u0930 DALL-E<\/a>.<\/p>\n

    DeepMind<\/a>, \u091c\u094b Alphabet (Google \u0915\u0940 \u092e\u0942\u0932 \u0915\u0902\u092a\u0928\u0940) \u0915\u0947 \u0938\u094d\u0935\u093e\u092e\u093f\u0924\u094d\u0935 \u092e\u0947\u0902 \u0939\u0948, \u090f\u0915 \u092a\u094d\u0930\u092e\u0941\u0916 AI \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0915\u0902\u092a\u0928\u0940 \u0939\u0948 \u091c\u094b \u092a\u0941\u0928\u0930\u094d\u092c\u0932\u0928 \u0938\u0940\u0916\u0928\u0947, \u0916\u0947\u0932 \u0916\u0947\u0932\u0928\u0947 \u0935\u093e\u0932\u0947 AI (AlphaGo), \u0914\u0930 \u092a\u094d\u0930\u094b\u091f\u0940\u0928 \u0938\u0902\u0930\u091a\u0928\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 (AlphaFold) \u091c\u0948\u0938\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0905\u092a\u0928\u0940 \u0909\u092a\u0932\u092c\u094d\u0927\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0938\u093f\u0926\u094d\u0927 \u0939\u0948\u0964<\/p>\n

    \u091a\u0940\u0928\u0940 \u0924\u0915\u0928\u0940\u0915\u0940 \u0926\u093f\u0917\u094d\u0917\u091c Huawei<\/a> AI \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0914\u0930 \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0928\u093f\u0935\u0947\u0936 \u0915\u0930 \u0930\u0939\u093e \u0939\u0948, \u091c\u094b \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0926\u0943\u0937\u094d\u091f\u093f, \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923, \u0914\u0930 \u090f\u091c \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f AI \u091a\u093f\u092a\u094d\u0938 \u091c\u0948\u0938\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930 \u0930\u0939\u093e \u0939\u0948\u0964<\/p>\n

    \u0915\u0902\u092a\u0928\u093f\u092f\u093e\u0901 \u091c\u0948\u0938\u0947 \u092c\u094d\u0930\u0947\u0928 \u092a\u0949\u0921 \u090f\u0906\u0908<\/a> \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 AI \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u092d\u0940 \u0939\u0932\u091a\u0932 \u092e\u091a\u093e \u0930\u0939\u0947 \u0939\u0948\u0902, \u091c\u094b \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u0928\u094d\u0928\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0914\u0930 \u0935\u0930\u094d\u091a\u0941\u0905\u0932 \u0938\u0939\u093e\u092f\u0915 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0917\u094d\u0930\u093e\u0939\u0915 \u091c\u0941\u0921\u093c\u093e\u0935 \u0914\u0930 \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u0938\u092e\u093e\u0927\u093e\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902\u0964<\/p>\n

    \u092f\u0939 \u0927\u094d\u092f\u093e\u0928 \u0930\u0916\u0928\u093e \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948 \u0915\u093f AI \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u0924\u0947\u091c\u0940 \u0938\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u093e \u0939\u0948, \u0928\u090f \u0915\u0902\u092a\u0928\u093f\u092f\u094b\u0902 \u0914\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u093e \u0928\u093f\u0930\u0902\u0924\u0930 \u0909\u092d\u0930\u0928\u093e\u0964 \"\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920\" AI \u0915\u0902\u092a\u0928\u0940 \u0915\u093e \u091a\u092f\u0928 \u0905\u0915\u094d\u0938\u0930 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902, \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u094b\u0902, \u0914\u0930 \u091c\u093f\u0938 \u0909\u0926\u094d\u092f\u094b\u0917 \u092e\u0947\u0902 AI \u0938\u092e\u093e\u0927\u093e\u0928 \u0932\u093e\u0917\u0942 \u0915\u093f\u090f \u091c\u093e\u090f\u0902\u0917\u0947, \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0915\u0902\u092a\u0928\u0940 \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u0924\u093e\u0913\u0902 \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0928\u093e \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u0906\u092a\u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0930\u0947\u0916\u093f\u0924 \u0915\u0930\u0928\u093e AI \u0905\u092a\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093e\u092d\u094b\u0902 \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964<\/p>\n

    IV. \u0917\u093e\u0930\u094d\u091f\u0928\u0930 \u0915\u0947 \u0936\u0940\u0930\u094d\u0937 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e \u0915\u094d\u092f\u093e \u0939\u0948\u0902?<\/h2>\n

    A. \u0909\u0926\u094d\u092f\u092e \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 AI \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u0947 \u0932\u093f\u090f \u0917\u093e\u0930\u094d\u091f\u0928\u0930 \u0915\u093e \u092e\u0948\u091c\u093f\u0915 \u0915\u094d\u0935\u093e\u0921\u094d\u0930\u0947\u0902\u091f<\/h3>\n

    \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 AI \u0915\u0947 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924\u0947 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902, \u0917\u093e\u0930\u094d\u091f\u0928\u0930 \u0915\u093e \u092e\u0948\u091c\u093f\u0915 \u0915\u094d\u0935\u093e\u0921\u094d\u0930\u0947\u0902\u091f \u0936\u0940\u0930\u094d\u0937 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0914\u0930 \u0930\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u093e\u0927\u093f\u0915\u0943\u0924 \u0938\u094d\u0930\u094b\u0924 \u092c\u0928 \u0917\u092f\u093e \u0939\u0948\u0964 \u092c\u093e\u091c\u093e\u0930 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092e\u0947\u0902 \u090f\u0915 \u0928\u0947\u0924\u093e \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902, \u0917\u093e\u0930\u094d\u091f\u0928\u0930 \u0915\u093e \u0915\u0920\u094b\u0930 \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 AI \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u0940 \u0924\u093e\u0915\u0924 \u0914\u0930 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0905\u092e\u0942\u0932\u094d\u092f \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u0938\u0942\u091a\u093f\u0924 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092e\u0947\u0902 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n

    \u0917\u093e\u0930\u094d\u091f\u0928\u0930 \u0915\u0947 2023 \u0915\u0947 \u092e\u0948\u091c\u093f\u0915 \u0915\u094d\u0935\u093e\u0921\u094d\u0930\u0947\u0902\u091f \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0909\u0926\u094d\u092f\u092e \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 AI \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u0947 \u0932\u093f\u090f, \u0907\u0938 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0936\u0940\u0930\u094d\u0937 \u092a\u094d\u0930\u0924\u093f\u092f\u094b\u0917\u0940 \u0939\u0948\u0902:<\/p>\n