Microsoft Build brings AI tools to the forefront for developers - Official Microsoft Blog (2023)

You only need two simple letters to accurately convey this year's major shift in tech:one and me.However, beyond these letters lies a complex, ever-evolving and exciting way in which we work, communicate and collaborate. As you'll see, artificial intelligence was a common thread when we started Microsoft Build,Our annual flagship event for developers.

It has been a landmark year for the industry since January, when we announced the extension of our partnership with OpenAI to accelerate AI breakthroughs and ensure those benefits are shared broadly with the world. In February, Microsoft announced the launch of its new AI-powered Bing search engine and Edge browser to transform the world's largest software category -- search.

Since then, development has accelerated rapidly, with several key milestones along the way, including:

  • greater availabilityAzure OpenAI ServiceAdded support for ChatGPT and OpenAI's groundbreaking GPT-4 model.
  • co-pilotWide range of users, including Dynamics 365 Copilot, Microsoft 365 Copilot, and Copilot for Power Platform.
  • Expand new AI-powered Bingto the Windows 11 taskbar, mobile devices, and Skype; Bing Image Creator chat; and a full open preview of the platform with no waitlist required.

This is just the beginning of a new era of artificial intelligence. that's whymicrosoft buildis so important. In this event, we will demonstrate how AI is redefining what and how developers build, and how AI is changing the way work will be done in the future.

Before we get into the news, let's talk about two concepts we discussed at length during Microsoft Build:co-pilotandplug-in.

Copilot is an application that uses modern artificial intelligence and large language models (LLMs) such as GPT-4 to help people complete complex tasks. Microsoft first introduced the concept of Copilot about two years ago through GitHub Copilot, an AI paired programmer who assists developers in writing code, and we continue to ship Copilot across many of the company's core businesses.

We believe Copilot represents both a new paradigm for AI software and a profound shift in the way software is built—from imagining new product scenarios to user experience, architecture, the services it uses, and how to think about security.

Plugins are tools first introduced for ChatGPT and more recently Bing that enhance the capabilities of AI systems, allowing them to interact with application programming interfaces (APIs) from other software and services to retrieve real-time information, incorporate companies and other business data, perform new types of computation, and act securely on behalf of users. Think of plugins as connections between your co-pilot and the rest of your digital world.

With that said, let's take a look at the news and announcements we make during Microsoft Build.

Growing the AI ​​Plugin Ecosystem

Microsoft isAnnounceWe will adopt the same open plug-in standard that OpenAI introduced for ChatGPT, enabling interoperability across ChatGPT and the breadth of Microsoft Copilot products.

(Video) Microsoft Build 2023 Keynote Day 2 - Shaping the Future of Work With AI

Developers can now useoneThe platform builds plugins for consumer and enterprise interfaces, including ChatGPT, Bing, Dynamics 365 Copilot, and Microsoft 365 Copilot.

If you want to develop your own plugins and use them with AI applications built on Azure OpenAI Service, by default it will interoperate with the same plugin standards. This means developers can build experiences that enable people to interact with their applications using the most natural user interface (human language).

As part of this shared plugin platform,Bing is adding support for plugins.In addition to the previously announced OpenTable and Wolfram Alpha plugins, we will also offer plugins for Expedia, Instacart, Kayak, Klarna, Redfin, Zillow, and many others in the Bing ecosystem.

In addition to the general plugin platform, Microsoft also announced that Bing will be joining ChatGPT as the default search experience. ChatGPT will now have a world-class built-in search engine with more up-to-date answers accessible through the web. Answers are now based on search and web data and include citations so users can learn more directly from chat. Starting today, the new experience is rolling out to ChatGPT Plus subscribers, and free users only need to enable a plugin to use it.

Developers can now extend Microsoft 365 Copilot with plugins

TooAnnounceDevelopers can now use plugins to integrate their apps and services into Microsoft 365 Copilot.

Add-ins for Microsoft 365 Copilot include ChatGPT and Bing add-ons, as well as Teams messaging extensions and Power Platform connectors—enabling developers to leverage their existing investments. Developers will be able to easily build new plugins for Microsoft 365 Copilot using the Microsoft Teams Toolkit for Visual Studio Code and Visual Studio. Developers can also extend Microsoft 365 Copilot by bringing their data into Microsoft Graph, linking relevant and actionable information with the recently announcedCopilot Semantic Index.

More than 50 add-ons from partners including Atlassian, Adobe, ServiceNow, Thomson Reuters, Moveworks, and Mural will be available to customers as part of the early access program, with thousands more available through general availability for Microsoft 365 Copilot.

New Azure AI tools help developers build and operationally deploy their own next-generation AI applications

It starts with our newAzure AI Studio.yesmake it easyIntegrate external data sources into the Azure OpenAI service. Additionally, we are pleased to introduceAzure Machine Learning prompt flowMake it easier for developers to build hints while leveraging popular open source hint orchestration solutions like Semantic Kernel.

existAzure OpenAI Service, which combines advanced models including ChatGPT and GPT-4 with the enterprise capabilities of Azure, we announcerenewEnables developers to deploy cutting-edge AI models using their own data; Provisioned Throughput SKUs that offer dedicated capacity; and plugins that simplify the integration of other external data sources into customers' use of the Azure OpenAI service. We now have over 4,500 customers using the Azure OpenAI service.

(Video) REPLAY Microsoft Fabric Discussion - May 2023 Social Hour

Building together responsibly

At Microsoft, we've been working to develop AI technologies that have beneficial impact and earn trust, while also sharing our own lessons learned and building new tools and innovations that help developers and businesses implement responsible AI technologies into their own work and organizations. AI practice. On Build, we introduced several new updates, includingAzure AI Content Security,New Azure AI serviceHelping businesses create safer online environments and communities. As part of Microsoft's commitment to building responsible AI systems, Azure AI content security will be integrated into Microsoft products, including Azure OpenAI service and Azure Machine Learning.

We also introduced new tools for Azure Machine Learning, including the extensionResponsible AI Dashboard supports text and image data,In preview, enables users to evaluate large models built with unstructured data during the model building, training, and/or evaluation phases. This helps users identify model errors, fairness issues, and model interpretations before deploying the model for higher performing and fair computer vision and natural language processing (NLP) models. andPrompt process, coming to preview soon, provides a simplified experience for hinting, evaluating, and tuning large language models. Users can quickly create prompted workflows that connect to various language models and data sources, and evaluate the quality of their workflowsGrounding etc. measurementChoose the best tip for their use case.Prompt flow also integrates with Azure AI Content Security to help users detect and remove harmful content directly in their workflow.

Additionally, Microsoft announcedNew Media Source AbilityLaunching in the coming months, Microsoft Designer and Bing Image Creator will allow users to verify whether an image or video was generated by AI. The technology uses cryptographic methods to tag and sign AI-generated content with metadata about its origin.

introduce Microsoft Fabric, a new unified analytics platform

Today's world is awash with data, constantly flowing from the devices we use, the apps we build, and the interactions we have. Now, as we enter a new era defined by AI, that data is even more important. Powering an organization-specific AI experience requires a constant supply of clean data from well-managed and highly integrated analytics systems. But most organizations' analytics systems are a maze of specialized and disconnected services.

Microsoft Fabricis a unified analytics platform that includes data engineering, data integration, data warehousing, data science, real-time analytics, application observability, and business intelligence, all connected to a single data repository called OneLake.

It enables customers of all skill levels to experience a variety of capabilities in a single, unified experience. It infuses Azure OpenAI services at every layer to help customers unlock the full potential of their data and enable developers to harness the power of generative AI to find insights in their data.

andCopilot in Microsoft FabricIn every data experience, customers can use the conversational language to create data flows and data pipelines, generate code and entire functions, build machine learning models, or visualize results. Customers can even create their own conversational language experiences that combine Azure OpenAI service models with their data and publish them as plugins.

Accelerating an AI-driven future through partnerships

Our customers benefit from our work with partners like NVIDIA, enabling organizations to design, develop, deploy, and manage applications with the scale and security of Azure. NVIDIA will accelerate enterprise-ready generative AI with NVIDIA AI Enterprise Integration with Azure Machine Learning. Available only on Azure, the Omniverse Cloud enables organizations to aggregate data into large numbers of high-performance models, connect their domain-specific software tools, and enable multi-user real-time collaboration across plant locations. NVIDIA GPUs leveraging ONNX Runtime and the Olive toolchain will enable accelerated implementation of AI models without requiring deep knowledge of the hardware.

(Video) Qualcomm Technologies and the power of Windows AI Q&A | DIS282H

What's new in Microsoft Dev Box

Microsoft Dev Box is an Azure service that gives developers access to preconfigured and centrally managed off-the-shelf, project-specific development boxes,Introduce several new featuresto enhance the developer experience and increase productivity. In preview, we've seen many customers experiment with Dev Box, and we've migrated over 9,000 internal developers to the service for day-to-day software development.

Now, we've added additional features and functionality, includingCustomization using configuration as codeand newGetting Started Developer ImageProvide development teams with ready-to-use images in Azure Marketplace that can be further customized to specific development team needs. Additionally, developers can now access theDedicated developer portal, Azure deployment environment. Dev Box will be generally available in July.

Unveiling a new home for developers on Windows 11 with Dev Home

Development HomeIt will be available in Microsoft Build preview as a new Windows experience available to developers from the Microsoft Store.

Dev Home makes it easy to connect to GitHub and configure cloud development environments like Microsoft Dev Box and GitHub Codespaces. Dev Home is open source and fully extensible, enabling developers to enhance their experience with customizable dashboards and the tools they need to succeed.

Introducing Windows Copilot for Windows 11

At our Windows and Surface event last fall, Chief Product Officer Panos Panay talked about the power of AI to unlock new interaction models on the PC using Windows Studio Effects and DALL-E 2 in Microsoft Designer, and at CES he talked about How AI will reshape the way people get work done on Windows.

which brings us towindows co-pilot.

Windows will be the first PC platform with centralized AI supportwindows co-pilot.With Bing Chat and first- and third-party plugins, users can focus on bringing their ideas to life, completing complex projects and collaborating, rather than finding, launching, and working across multiple applications.

This builds on the Windows 11 integration we announced in February, which brought the new AI-powered Bing to the taskbar.

(Video) Deep dive into .NET performance and native AOT | BRK205H

A preview of Windows Copilot will be available on Windows 11 starting in June.

As you can see, this will be a busy time for Microsoft Build. Gives you an idea of ​​what developers will experienceevent, we expect approximately 200,000 registered attendees, 350 sessions and over 125 hours of content over two days. In total we will be announcing over 50 new products and features.

For more information, be sure to watch the on-demand keynote address from the Chairman and CEO of MicrosoftSatya Nadella,Kevin ScottandScott Guthrieon day 1. On Day 2, watch theRajesh Jha 和 Panos Panay.Also, you can use thenews bookAnd read more stories and news about Microsoft Build products here:


Watch the Microsoft Build keynote and see videos and photos

Microsoft outlines framework for building AI apps and co-pilots; expands AI plugin ecosystem

Bing at Microsoft Build 2023: Continuing the Transformation of Search

Empower every developer with add-ons for Microsoft 365 Copilot

Bringing the Power of AI to Windows 11 - Unlocking a New Era of Productivity for Customers and Developers with Windows Copilot and Dev Home

Build next-generation AI applications on Microsoft Azure

Introducing Microsoft Fabric: Data Analytics in the AI ​​Era

(Video) Top 5 AI Tools That Are BETTER Than ChatGPT, But Nobody is Using Them | Coding & Productivity Tools

Label:artificial intelligence,Azure AI Content Security,Azure OpenAI Service,must,co-pilot,developer,Microsoft 365 Copilot,microsoft build,plug-in,Windows 11


Which Azure tool can help you build artificial intelligence AI applications answer? ›

Azure Kubernetes Service Edge Essentials is an on-premises Kubernetes implementation of Azure Kubernetes Service (AKS) that automates running containerized applications at scale.

What is Microsoft build 2023? ›

Microsoft Build 2023 focused heavily on artificial intelligence and its integration across Microsoft's products and services. Microsoft introduced its AI personal assistant, Copilot, to Windows 11.

What are three Microsoft guiding principles for responsible AI? ›

Microsoft AI guiding principles

At Microsoft, we've recognized six principles that we believe should guide AI development and use: fairness, reliability and safety, privacy and security, inclusiveness, transparency, and accountability.

Which is your tool can help you build artificial intelligence applications? ›

List of Artificial Intelligence Tools
  • Scikit Learn.
  • TensorFlow.
  • PyTorch.
  • CNTK.
  • Caffe.
  • Apache MXNet.
  • Keras.
  • OpenNN.

What does Microsoft use AI for? ›

Microsoft is using AI to claim an edge in search, video chat and other common productivity tasks.

Does Microsoft Build cost money? ›

What's the cost to attend? Digital attendance at Microsoft Build is free and at no cost. The Seattle in-person attendee registration fee is $1,525 USD. In-person attendees can choose to add a Pre-day workshop to their registration for an additional fee of $225 USD.

Is Microsoft building a metaverse? ›

Microsoft intends Metaverse apps to be used in business, education, training and entertainment. These real-world requirements can be upgraded and reinvented using avatars, AR and VR.

What is the difference between VS build and MSBuild? ›

Visual Studio determines the build order and calls into MSBuild separately (as needed), all completely under Visual Studio's control. Another difference arises when MSBuild is invoked with a solution file, MSBuild parses the solution file, creates a standard XML input file, evaluates it, and executes it as a project.

What are the 4 key principles of AI development? ›

This article provides a a breakdown of four of the eight principles: bias evaluation, explainability, human augmentation, and reproducibility. In a sense, AI models carry inherent biases as they are designed to discriminate towards the relevant answers.

What are the 4 key principles of AI? ›

The team at the Institute for Ethical AI and ML has assembled eight principles that can be used to guide teams to ensure that they are using AI responsibly. I'd like to run through four — human augmentation, bias evaluation, explainability, and reproducibility.

What are the six principles of Microsoft responsible AI? ›

Microsoft outlines six key principles for responsible AI: accountability, inclusiveness, reliability and safety, fairness, transparency, and privacy and security.

What is the Microsoft build event? ›

Microsoft Build is an event designed for developers – showcasing tools and services that developers can use now and with an eye toward the future.

What are the changes to Microsoft 365 2023? ›

Changes to cloud storage

Starting February 1, 2023, cloud storage used across Microsoft 365 apps and services will include attachments data and OneDrive data. All data will continue to be protected with Microsoft's comprehensive set of security features.

What will replace Microsoft Stream? ›

Microsoft Stream (Classic) will be retired February 15, 2024 and replaced by Stream (on SharePoint). It is recommended to start using Stream (on SharePoint) by uploading videos to SharePoint, Teams, Yammer, or OneDrive.

What is the smartest AI in 2023? ›

The best overall AI chatbot is the new Bing due to its exceptional performance, versatility, and free availability. It uses OpenAI's cutting-edge GPT-4 language model, making it highly proficient in various language tasks, including writing, summarization, translation, and conversation.

What is the most advanced AI program? ›

GPT-3 was released in 2020 and is the largest and most powerful AI model to date. It has 175 billion parameters, which is more than ten times larger than its predecessor, GPT-2.

Does Microsoft have an AI tool? ›

This page provides you with useful background on Microsoft AI, our approach, our newest tools and features, the latest news and more.

What is the Microsoft version of AI? ›

Microsoft said the new A.I. features, dubbed Copilot, will be available in some of the company's most popular business apps like Word, PowerPoint and Excel. In February, Microsoft debuted a new version of its Bing search engine that included a chatbot powered by OpenAI's GPT-4 language technology.

How much does Microsoft developer program cost? ›

How much does a developer account cost? Individual accounts cost approximately $19 USD, and company accounts cost approximately $99 USD (the exact amounts may vary depending on your country or region). This is a one-time registration fee and no renewal is required.

How many people attend Microsoft build? ›

Microsoft has decided to continue Build as a virtual event, although this year, the event will also return as an in-person gala, expected to host approximately 5,000 people. The hybrid event is free for those attending virtually and will cost $1,525 if you decide to attend personally.

How much does Microsoft take from developers? ›

Microsoft has recently announced that the company has updated its Microsoft Store revenue sharing agreement. Microsoft will now give app developers 95% of app revenues, while Microsoft will only take 5%, but only on a certain condition.

Who are building the metaverse now? ›

Roblox Corporation

Some of Roblox's games are virtual worlds that allow people to interact and socialize. Roblox Corporation is also working to build a metaverse where people can make avatars, games, purchase items, socialize, and use a real voice chat function.

How many companies are building the metaverse? ›

Currently, over 160+ Metaverse companies are working to harness the full potential of the Metaverse. Since the Metaverse is an emerging technology, there are numerous opportunities available for companies to contribute to enhancing the virtual world.

Who will build metaverse? ›

Meta is the main company developing Metaverse for users and players to be in the vast network of real-time 3D virtual worlds while maintaining identity and payment history.

What is Microsoft build tools? ›

MSBuild is a build tool that helps automate the process of creating a software product, including compiling the source code, packaging, testing, deployment and creating documentations.

Is Microsoft build virtual? ›

This year's Microsoft Build offers a full program, both online and in-person, to suit every attendee, whether you're a professional developer, data pro, or a brand-new coder.

Does Visual Studio come with build tools? ›

You can build C and C++ applications on the command line by using tools that are included in Visual Studio. The Microsoft C++ (MSVC) compiler toolset is also downloadable as a standalone package. You don't need to install the Visual Studio IDE if you don't plan to use it.

What are the 5 stages of AI project? ›

It mainly has 5 ordered stages which distribute the entire development in specific and clear steps: These are Problem Scoping, Data Acquisition, Data Exploration, Modelling and Evaluation.

What are the 5 stages of AI? ›

At Insight, we see five stages of AI adoption:
  • Aware.
  • Active.
  • Operational.
  • Systemic.
  • Transformational.
Aug 4, 2022

What are the six stages of AI? ›

Origin of AI
  • Stage 1- Rule Bases System. ...
  • Stage 2- Context-awareness and Retention. ...
  • Stage 3- Domain-specific aptitude. ...
  • Stage 4- Reasoning systems. ...
  • Stage 5- Artificial General Intelligence. ...
  • Stage 6- Artificial Super Intelligence(ASI) ...
  • Stage 7- Singularity and excellency.
Feb 28, 2021

What are the five components of AI problem? ›

As such, the five basic components of artificial intelligence include learning, reasoning, problem-solving, perception, and language understanding.

What are the 5 classic principles of AI? ›

Five AI Principles To Put In Practice
  • Fairness and bias. This principle is concerned with ensuring that artificially intelligent systems do not harm people and customers through inequitable treatment. ...
  • Trust and transparency. ...
  • Accountability. ...
  • Social benefit. ...
  • Privacy and security.
Apr 13, 2020

What are the five essential components of good AI policy? ›

All the elements must work in conjunction with each other to qualify as AI.
  • Discover. Discovery is the ability of an intelligent system to learn from data without upfront human intervention. ...
  • Predict. ...
  • Justify. ...
  • Act. ...
  • Learn.
Sep 25, 2017

Which statement is an example of a Microsoft responsible AI principles? ›

This is an example of which Microsoft guiding principle for responsible AI? Inclusiveness: At Microsoft, we firmly believe everyone should benefit from intelligent technology, meaning it must incorporate and address a broad range of human needs and experiences.

What is Microsoft build cloud skills challenge? ›

The Microsoft Learn Cloud Skills Challenge

Build apps for web, mobile, desktop, and more using .NET and C#. Power your apps with large-scale AI models. Learn and develop generative AI models with deep understandings of language and code using the newest technology for a variety of use cases.

How do Microsoft build numbers work? ›

Windows 10 version number is in the year and half of the year (H1 or H2). For example, the Windows 10 version released in April (4th Month) 2020 is Windows 10 20H1. The first two (2) digits of the Windows 10 version are taken from the release year. In the above example (Windows 10 21H2), that is 2021.

Is Microsoft build in person? ›

Microsoft will hold Build virtually and in person at the Seattle conference center, where developers, students, engineers, and technology professionals will attend to hear the latest announcements on Windows, Microsoft's productivity apps, Azure cloud services, and more.

Will Office 365 expire? ›

Yes, Office 365 does expire if you don't renew your subscription. If you don't renew your subscription, you will lose access to all the Office apps and services that are included in your subscription.

Will Microsoft 365 expire? ›

Check your expiration status

Go to your Services & subscriptions page. If prompted, choose Sign in and enter the Microsoft account email and password associated with your Microsoft 365 subscription. Review the details under the Services & Subscriptions heading.

Is Office 365 being replaced? ›

Even though most things are changing to Microsoft 365, Office is not going away entirely. Existing Office 365 subscription plans will be unaffected. And we'll continue to offer one-time purchase options, such as Office 2021, and Office LTSC plans. Still have questions?

Is there anything better than Microsoft? ›

Google Workspace comes out on top as it has every piece of software you need to run a business, including email, word processing, virtual meeting and chat software, as well as alternatives to Powerpoint, and Excel.

Is there any competitor to Microsoft? ›

Microsoft Corporation's (MSFT) primary competitors include some of the most prominent technology companies in the industry. The list includes well-known brands such as Apple (AAPL), Google (GOOG), SAP SE (SAP), IBM (IBM) and Oracle (ORCL), among others.

Is Microsoft free anymore? ›

You can use Microsoft Office apps for free. Microsoft 365 is the most recent version of the Microsoft Office set of tools, and it includes programs you already use at home, school or work.

Which of the following is Azure artificial intelligence service? ›

Microsoft Azure AI is a robust framework for developing AI solutions in conversational AI, machine learning, data sciences, robotics, IoT, and more. Microsoft enables you to leverage data wherever it is.

What is the name of the Azure artificial intelligence service? ›

Azure Databricks is a cloud-based platform that provides a collaborative environment for building, training and deploying machine learning models. Azure Databricks provides pre-built algorithms, visualizations, and other tools that make it easy for developers to build their models.

What is Azure AI Builder? ›

AI Builder is a Microsoft Power Platform capability that provides AI models that are designed to optimize your business processes. AI Builder enables your business to use intelligence to automate processes and glean insights from your data in Power Apps and Power Automate.

Which part of Azure is artificial intelligence service? ›

These services include: Azure cognitive services, including a variety services related to language and language processing (speech recognition, speech formation, translations), text recognition, and image and character recognition. The services can be used, for example, in various bot-based solutions.

What technology performs the intelligence and analytics function in Microsoft Azure? ›

Azure Synapse is a distributed system designed to perform analytics on large data. It supports massive parallel processing (MPP), which makes it suitable for running high-performance analytics.

Which three types of services are provided by Azure? ›

  • Azure Bastion. Private and fully managed RDP and SSH access to your virtual machines.
  • Web Application Firewall. A cloud-native web application firewall (WAF) service that provides powerful protection for web apps.
  • Azure Firewall. ...
  • Azure Firewall Manager.

What role does Azure machine learning service play in artificial intelligence? ›

Azure Machine Learning empowers data scientists and developers to build, deploy, and manage high-quality models faster and with confidence. It accelerates time to value with industry-leading machine learning operations (MLOps), open-source interoperability, and integrated tools.

What is the difference between Azure cognitive services and applied AI services? ›

What is the difference between Applied AI Services and Cognitive Services? Both Applied AI Services and Cognitive Services are designed to help developers create intelligent apps. Cognitive Services provides general purpose AI services that serve as the core engine for Applied AI Services.

Why is Python commonly used for in artificial intelligence AI environments? ›

Python is the major code language for AI and ML. It surpasses Java in popularity and has many advantages, such as a great library ecosystem, Good visualization options, A low entry barrier, Community support, Flexibility, Readability, and Platform independence.

Which of these tools is used in artificial intelligence? ›

Some of the most important tools and frameworks are: Scikit Learn. TensorFlow. Theano.

Is Microsoft AI Builder free? ›

AI Builder features that are in preview release status are free to use. You don't need to obtain a license to use AI Builder preview features.

What is AI builder built on? ›

Because AI Builder is built on top of Azure AI capabilities—and uses your data in Dynamics 365, Microsoft 365, and Microsoft Dataverse—you're able to train and build no-code models to enhance the intelligence of your business apps.

How do I enable AI builder? ›

Enable or disable AI Builder preview features
  1. Sign in to the Power Platform admin center.
  2. In the admin center, go to Environments > [select an environment] > Settings > Features.
  3. On the Features settings page, under AI Builder, enable or disable AI Builder preview models.
Dec 12, 2022

What is Google AI called? ›

Google AI, formerly known as Google Research, is Google's artificial intelligence (AI) research and development branch for its AI applications.

What Government agency uses Azure? ›

Azure Government is used by the US Department of Defense (DoD) entities to deploy a broad range of workloads and solutions. Some of these workloads can be subject to the DoD Cloud Computing Security Requirements Guide (SRG) Impact Level 4 (IL4) and Impact Level 5 (IL5) restrictions.

What exactly AI means? ›

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities of the human mind.


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