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AZ-120 Planning and Administering Microsoft Azure for SAP Workloads

The content of this exam was updated on July 21, 2020. Please get the exam skills outline below to see what changed.

Migrate SAP Workloads to Azure (10-15%)

Design an Azure solution to support SAP Workloads (20-25%)

Build and deploy Azure for SAP Workloads (35-40%)

Validate Azure infrastructure for SAP Workloads (10-15%)

Operationalize Azure SAP architecture (10-15%)



Migrate SAP Workloads to Azure (10-15%)

Create an inventory of existing SAP landscapes

 network inventory

 security inventory

 computing inventory

 operations system inventory

 resiliency and availability inventory

 SAP Database Inventory

 SAP Landscape architecture

 SAP workload performance SLA and metrics

 migration considerations

Design a migration strategy

 certified and support SAP Hana hardware directory

 design criteria for Tailored Datacenter Integration (TDI) v4 and v5 solutions

 databox with import and export

 HANA System Replication (HSR)

 ASR for SAP

 backup and restore methods and solutions

 infrastructure optimization for migration

Design an Azure Solution to Support SAP Workloads (20-25%)

Design a core infrastructure solution in Azure to support SAP workloads

 network topology requirements

 security requirements

 virtual or bare metal

 compute

 operating system requirements

 support SAP version

 storage requirements

 proximity placement group

 infrastructure requirements

Design Azure infrastructure services to support SAP workloads

 backup and restoration requirements

 SLA/High Availability

 data protection (EFS, LRS/GRS, Availability Zones)

 compliance

 monitoring

 licensing

 application interfaces

 dependencies

Design a resilient Azure solution to support SAP workloads

 HA models supported in HANA (N+N, N+0 and N+1)

 application servers

 SAP Central services

 availability sets

 availability zones

 Disaster Recovery (DR) with Hero Regions

 Database HA

Build and Deploy Azure for SAP Workloads (35-40%)

Automate deployment of Virtual Machines (VMs)

 Azure Resource Manager (ARM) template

 automated configuration of VM

 scripting with automation tools, including script development, script modification, and deployment dependencies

Implement and manage virtual networking

 IDS/IPS for Azure

 routing fundamentals

 subnetting strategy

 isolation and segmentation for SAP landscape

Manage access and authentication on Azure

 custom domains

 Azure AD Identity Protection

 Azure AD join

 enterprise state roaming

 conditional access policies

 Role-based access control (RBAC)

 service principal

 Just in time access

Implement and manage identities

 Azure AD Connect

 AD Federation and single sign-on

 LDAP/Kerberos/SSH

 Linux VMs Active Directory domain membership mechanism

Monitor SAP workloads on Azure

 Azure Enhanced Monitoring Extension for SAP workloads

 Azure Monitors

 workspaces & metrics

Build & Deploy HA/DR infrastructure for SAP products

 ASCS/SCS deployments on Linux & Windows using either of the 4 supported

methodologies (SOFS with S2D, NetApp, Azure Files Premium, 3rd Party products that present a device as iSCS to OS)

 HA/DR scenarios for SAP HANA

 HA/DR scenarios for other RDBMS platforms

 HA for non-NetWeaver Products like IdM, SBOP BI/DS

 Where to use load balances & troubleshooting connectivity

Validate Azure Infrastructure for SAP Workloads (10-15%)

Perform infrastructure validation check

 JMeter, Avalanche for Mobility Services, Load Runner

 test implementation for SAP workloads

 verify network performance and throughput

 verify storage

 HWCCT (HANA)

 FIO and/or DD (AnyDB)

Perform operational readiness check

 backup and restore

 High Availability checks

 failover test

 DR test

 print test

Operationalize Azure SAP Architecture (10-15%)

Optimize performance

 SAP workloads on Azure using ABAPmeter

 storage structure

 SAP workloads on Azure support pre-requisites

 scheduled maintenance for planned outages

 recovery plan for unplanned outages

 SAP application and infrastructure housekeeping (i.e. snapshots on OS volumes)

 bandwidth adjustment for ExpressRoute

 IPtables and GlobalReach for HANA Large Instances (HLI)

Migrate SAP workloads to Azure

 migration strategy

 Azure Site Recovery (ASR)

 private and public IP addresses, network routes, network interface, subnets, and virtual network

 storage configuration

 source and target environments preparation

 backup and restore of data

Migrate SAP Workloads to Azure (10-15%)

Create an inventory of existing SAP landscapes

 network inventory

 security inventory

 computing inventory

 operations system inventory

 resiliency and availability inventory

 SAP Database Inventory

 SAP Landscape architecture

 SAP workload performance SLA and metrics

 migration considerations

Design a migration strategy

 certified and support SAP Hana hardware directory

 design criteria for Tailored Datacenter Integration (TDI) v4 and v5 solutions

 databox with import and export

 HANA System Replication (HSR)

 ASR for SAP

 backup and restore methods and solutions

 infrastructure optimization for migration

Design an Azure Solution to Support SAP Workloads (20-25%)

Design a core infrastructure solution in Azure to support SAP workloads

 network topology requirements

 security requirements

 virtual or bare metal

 compute

 operating system requirements

 support SAP version

 storage requirements

 proximity placement group

 infrastructure requirements

Design Azure infrastructure services to support SAP workloads

 backup and restoration requirements

 SLA/High Availability

 data protection (EFS, LRS/GRS, Availability Zones)

 compliance

 monitoring

 licensing

 application interfaces

 dependencies

Design a resilient Azure solution to support SAP workloads

 HA models supported in HANA (N+N, N+0 and N+1)

 application servers

 SAP Central services

 availability sets

 availability zones

 Disaster Recovery (DR) with Hero Regions

 Database HA

Build and Deploy Azure for SAP Workloads (35-40%)

Automate deployment of Virtual Machines (VMs)

 Azure Resource Manager (ARM) template

 automated configuration of VM

 scripting with automation tools, including script development, script modification, and deployment dependencies

Implement and manage virtual networking

 IDS/IPS for Azure

 routing fundamentals

 subnetting strategy

 isolation and segmentation for SAP landscape

Manage access and authentication on Azure

 custom domains

 Azure AD Identity Protection

 Azure AD join

 enterprise state roaming

 conditional access policies

 Role-based access control (RBAC)

 service principal

 just in time access

Implement and manage identities

 Azure AD Connect

 AD Federation and single sign-on

 LDAP/Kerberos/SSH

 Linux VMs Active Directory domain membership mechanism

Monitor SAP workloads on Azure

 Azure Enhanced Monitoring Extension for SAP workloads

 Azure Monitors

 workspaces & metrics

Validate Azure Infrastructure for SAP Workloads (10-15%)

Perform infrastructure validation check

 JMeter, AvalanchAvalanche for Mobility Services, Load Runner

 test implementation for SAP workloads

 verify network performance and throughput

 verify storage

 HWCCT (HanaHANA)

 FIO and/or DD (AnyDB)

Perform operational readiness check

 backup and restore

 high availability checks

 failover test

 DR test

 print test

Operationalize Azure SAP Architecture (10-15%)

Optimize performance

 SAP workloads on Azure using ABAPmeter

 storage structure

 SAP workloads on Azure support pre-requisites

 scheduled maintenance for planned outages

 recovery plan for unplanned outages

 SAP application and infrastructure housekeeping (i.e. snapshots on OS volumes)

 bandwidth adjustment for ExpressRoute

 IPtables and GlobalReach for HANA Large Instances (HLI)

Migrate SAP workloads to Azure

 migration strategy

 Azure Site Recovery (ASR)

 private and public IP addresses, network routes, network interface, subnets, and virtual

network

 storage configuration

 source and target environments preparation

 backup and restore of data

Planning and Administering Microsoft Azure for SAP Workloads
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Microsoft
AZ-120
Planning and Administering Microsoft Azure for SAP
Workloads
http://killexams.com/pass4sure/exam-detail/AZ-120
Question: 50
DRAG DROP
You need to connect SAP HANA on Azure (Large Instances) to an Azure Log Analytics workspace.
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions
to the answer area and arrange them in the correct order.
Answer:
Explanation:
3 5 2 4
References:
http://www.deployazure.com/compute/virtual-machines/sap-azure-enhanced-monitoring-extension/
https://docs.microsoft.com/en-us/azure/azure-monitor/platform/gateway
Question: 51
You have an SAP production landscape on-premises and an SAP development landscape on Azure.
You deploy a network virtual appliance to act as a firewall between the Azure subnet and the on-premises network.
Solution: You configure route filters for Microsoft peering.
Does this meet the goal?
A. Yes
B. No
Answer: B
Question: 52
What should you use to perform load testing as part of the migration plan?
A. JMeter
B. SAP LoadRunner by Micro Focus
C. Azure Application Insights
D. Azure Monitor
Answer: B
Explanation:
Scenario: Upgrade and migrate SAP ECC to SAP Business Suite on HANA Enhancement Pack 8.
With the SAP LoadRunner application by Micro Focus, you can accelerate testing and development, reduce
slowdowns and expenses, and gain a better understanding of performance issues. Validate software performance,
virtualize your network, simulate workloads, benchmark production system performance, and optimize your
deployment of SAP HANA software
References: https://www.sap.com/products/loadrunner.html
Question: 53
HOTSPOT
You have an SAP production landscape that uses SAP HANA databases.
You configure a metric alert for the primary HANA server as shown in the following exhibit.
Answer:
Explanation:
Graphical user interface, text, application, email
Description automatically generated
Box 1: No
The period is 15 minutes. Only alerts or emails will be sent.
Box 2: Yes
Box 3: Yes
Question: 54
You have an on-premises SAP landscape that contains a 20-TB IBM DB2 database. The database contains large tables
that are optimized for read operations via secondary indexes.
You plan to migrate the database platform to SQL Server on Azure virtual machines.
You need to recommend a database migration approach that minimizes the time of the export stage.
What should you recommend?
A. SAP Database Migration Option (DMO) in parallel transfer mode
B. table splitting
C. log shipping
D. deleting secondary indexes
Answer: D
Explanation:
Secondary indexes for very large tables can be removed from the STR file and built ONLINE with scripts after the
main portion of the import has finished and post processing tasks such as configuring STMS are occurring.
References: https://techcommunity.microsoft.com/t5/running-sap-applications-on-the/very-large-database-migration-
to-azure-8211-recommendations/ba-p/368146
Question: 55
You have an SAP production landscape that uses SAP HANA databases on Azure.
You need to deploy a disaster recovery solution to the SAP HANA databases.
The solution must meet the following requirements:
Support failover between Azure regions.
Minimize data loss in the event of a failover.
What should you deploy?
A. Azure Site Recovery
B. Always On availability group
C. HANA system replication that uses asynchronous replication
D. HANA system replication that uses synchronous replication
Answer: C
Question: 56
DRAG DROP
Your on-premises network contains an Active Directory domain.
You have an SAP environment on Azure that runs on SUSE Linux Enterprise Server (SLES) servers.
You configure the SLES servers to use domain controllers as their NTP servers and their DNS servers.
You need to join the SLES servers to the Active Directory domain.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions
to the answer area and arrange them in the correct order.
Answer:
Explanation:
Step 1: Install the samba-winbind package
Install samba-winbind
Step 2: Add realm details to /etc/krb5.conf and /etc/samba/smb.conf
Edit files best way to do this is to use yast on test machine and copy files from it
In following examples you need to replace EXAMPLE/EXAMPLE.COM/.example.com with your values/settings
/etc/samba/smb.conf
[global]
workgroup = EXAMPLE
usershare allow guests = NO #disallow guests from sharing
idmap gid = 10000-20000
idmap uid = 10000-20000
kerberos method = secrets and keytab
realm = EXAMPLE.COM
security = ADS
template homedir = /home/%D/%U
template shell = /bin/bash
winbind offline logon = yes
winbind refresh tickets = yes
/etc/krb5.conf
[libdefaults]
default_realm = EXAMPLE.COM
clockskew = 300
[realms]
EXAMPLE.COM = {
kdc = PDC.EXAMPLE.COM
default_domain = EXAMPLE.COM
admin_server = PDC.EXAMPLE.COM
}
Step 3: Run net ads join -U administrator
Join the SLES 12 Server to the AD domain
References: https://www.suse.com/support/kb/doc/?id=7018461
Question: 57
You are evaluating which migration method Litware can implement based on the current environment and the business
goals.
Which migration method will cause the least amount of downtime?
A. Use the Database migration Option (DMO) to migrate to SAP HANA and Azure During the same maintenance
window.
B. Use Near-Zero Downtime (NZDT) to migrate to SAP HANA and Azure during the same maintenance window.
C. Migrate SAP to Azure, and then migrate SAP ECC to SAP Business Suite on HANA.
D. Migrate SAP ECC to SAP Business Suite on HANA an the migrate SAP to Azure.
Answer: A
Explanation:
The SAP Database Migration Option (DMO) with System Move option of SUM, used as part of the migration allows
customer the options to perform the migration in a single step, from source system on-premises, or to the target system
residing in Microsoft Azure, minimizing overall downtime.
References: https://blogs.sap.com/2017/10/05/your-sap-on-azure-part-2-dmo-with-system-move/
Question: 58
HOTSPOT
You have an Azure Availability Set that is configured as shown in the following exhibit.
Use the drop-down menus to select the answer choice that completes each statement based on the information
presented in the graphic. NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Box 1: the same fault domain
Fault domains define the group of virtual machines that share a common power source and network switch. If a storage
fault domain fails due to hardware or software failure, only the VM instance with disks on the storage fault domain
fails.
Box 2: managed disks
Managed disks provide better reliability for Availability Sets by ensuring that the disks of VMs in an Availability Set
are sufficiently isolated from each other to avoid single points of failure. It does this by automatically placing the disks
in different storage fault domains (storage clusters) and aligning them with the VM fault domain.
References: https://docs.microsoft.com/en-us/azure/virtual-machines/windows/manage-availability
Question: 59
DRAG DROP
You have an on-premises SAP environment that runs on SUSE Linux Enterprise Server (SLES) servers and Oracle.
The version of the SAP ERP system is 6.06 and the version of the portal is SAP NetWeaver 7.3.
You need to recommend a migration strategy to migrate the SAP ERP system and the portal to Azure. The solution
must be hosted on SAP HAN
A. What should you recommend? To answer, drag the appropriate tools to the correct components. Each tool may be
used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
1) SUM+DMO+System update.
2) Heterogeneous system copy.
Question: 60
CORRECT TEXT
You plan to deploy a scale-out SAP HANA deployment on Azure virtual machines that will contain a standby node.
You need to recommend a storage solution for the deployment.
What should you recommend? To answer, select the appropriate options in the answer area. NOTE: Each correct
selection is worth one point
Answer:
Question: 61
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains
a unique solution that might meet the stated goals. Some question sets might have more than one correct solution,
while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not
appear in the review screen.
You deploy SAP HANA on Azure (Large Instances).
You need to back up the SAP HANA database to Azure.
Solution: Back up directly to disk, copy the backups to an Azure virtual machine, and then copy the backup to an
Azure Storage account
Does this meet the goal?
A. Yes
B. No
Answer: B
Explanation:
Instead you should create a Recovery Services vault and a backup policy.
Reference:
https://docs.microsoft.com/en-us/azure/backup/sap-hana-db-about
https://docs.microsoft.com/en-us/azure/backup/backup-azure-sap-hana-database#configure-backup
Question: 62
HOTSPOT
You have an SAP development landscape on Azure.
For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct
selection is worth one point.
Answer:
Question: 63
HOTSPOT
For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct
selection is worth one point.
Answer:
Explanation:
Question: 64
HOTSPOT
You have an SAP landscape on Azure.
You plan to deploy a new SAP application server by using an Azure Resource Manager template.
You need to ensure that all new servers are deployed with Azure Disk Encryption enabled.
How should you complete the relevant component of the template? To answer, select the appropriate options in the
answer area. NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Graphical user interface, text, application, email
Description automatically generated
Box 1: extensions
Azure Disk Encryption can be enabled via Azure PowerShell or Azure CLI. That is normally seen in remediation. In a
real-world scenario you would like to see a virtual machine during its creation include disk encryption process. This is
technically possible thanks to Disk Encryption VM extension.
Box 2: AzureDiskEncryption
Example:
"type": "Microsoft.Compute/virtualMachines/extensions",
"name": "[concat(parameters(vmName),/diskEncryption)]",
"apiVersion": "2019-03-01",
"location": "[parameters(location)]",
"dependsOn": [
"[resourceId(Microsoft.Compute/virtualMachines/, parameters(vmName))]"
],
"properties": {
"publisher": "Microsoft.Azure.Security",
"type": "AzureDiskEncryption",
Question: 65
CORRECT TEXT
You plan to migrate an SAP database from Oracle to Microsoft SQL Server by using the SQL Server Migration
Assistant (SSMA).
You are configuring a Proof of Concept (PoC) for the database migration You plan to perform the migration multiple
times as part of the PoC.
You need to ensure that you can perform the migrations as quickly as possible. The solution must ensure that all Oracle
schemas are migrated.
Which migration method and migration mode should you use? To answer, select the appropriate options in the answer
area. NOTE: Each correct selection is worth one point.
Answer:
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Microsoft Administering helper - BingNews https://killexams.com/pass4sure/exam-detail/AZ-120 Search results Microsoft Administering helper - BingNews https://killexams.com/pass4sure/exam-detail/AZ-120 https://killexams.com/exam_list/Microsoft Microsoft debuts new unified security solution with Security Copilot No result found, try new keyword!Security and IT admin teams can now work in one unified security operations platform, combining Microsoft Sentinel, Defender XDR, and the Security Copilot chatbot. Wed, 15 Nov 2023 02:00:00 -0600 en-us text/html https://www.msn.com/ Microsoft Ignite 2023: AI transformation and the technology driving change No result found, try new keyword!As we reach the end of 2023, nearly every industry is undergoing a collective transformation – discovering entirely new ways of working due to AI advancements. Ignite is a showcase of the advances ... Wed, 15 Nov 2023 10:48:00 -0600 en-us text/html https://www.msn.com/ Microsoft announces new steps to help protect elections

Over the next 14 months, more than two billion people around the world will have the opportunity to vote in nationwide elections. From India to the European Union, to the United Kingdom and United States, the world’s democracies will be shaped by citizens exercising one of their most fundamental rights. But while voters exercise this right, another force is also at work to influence and possibly interfere with the outcomes of these consequential contests.

As detailed in a new threat intelligence assessment published today by Microsoft’s Threat Analysis Center (MTAC), the next year may bring unprecedented challenges for the protection of elections. As described in this report, “Protecting Election 2024 from Foreign Malign Influence,” the world in 2024 may see multiple authoritarian nation states seek to interfere in electoral processes. And they may combine traditional techniques with AI and other new technologies to threaten the integrity of electoral systems.

Given the technology-based nature of the threats involved, it’s important for governments, technology companies, the business community, and civil society to adopt new initiatives, including by building on each other’s work. That’s why today we are announcing five new steps to protect electoral processes in the United States and other countries where critical elections will take place in 2024.

We are grounding Microsoft’s Election Protection Commitments in a set of principles to help safeguard voters, candidates and campaigns, and election authorities worldwide. These principles are:

  • Voters have a right to transparent and authoritative information regarding elections.
  • Candidates should be able to assert when content originates from their campaign and have recourse when their likeness or content is distorted by AI for the purpose of deceiving the public during the course of an election.
  • Political campaigns should protect themselves from cyber threats and be able to navigate AI with access to affordable and easily deployed tools, trainings, and support.
  • Election authorities should be able to ensure a secure and resilient election process and have access to tools and services that enable this process.

Staying ahead and responding to threats against voters, candidates, political campaigns, and election authorities will require a combination of steps, including a range of tools and tactics.

First, Microsoft will help candidates and campaigns maintain greater control over their content and likeness by launching Content Credentials as a Service. This new tool enables users to digitally sign and authenticate media using the Coalition for Content Provenance and Authenticity’s (C2PA) digital watermarking credentials, a set of metadata that encode details about the content’s provenance using cryptography. Users can attach Content Credentials to their images or videos to show how, when, and by whom the content was created or edited, including if it was generated by AI. These credentials become part of the content’s history and travel with it, creating a permanent record and context wherever it’s published. When a user encounters an image or video that contains Content Credentials, they can learn about its creator and origin by clicking on an embedded pin that reveals the asset’s history.

These watermarking credentials empower an individual or organization to assert that an image or video came from them while protecting against tampering by showing if content was altered after its credentials were created. Built by Azure engineering, this service will launch in the spring as a private preview, which will first be made available to political campaigns.

Second, Microsoft will help political campaigns navigate cybersecurity challenges and the new world of AI by deploying a newly formed “Campaign Success Team” within Microsoft Philanthropies’ Tech for Social Impact organization. This team will advise and support campaigns as they navigate the world of AI, combat the spread of cyber influence campaigns, and protect the authenticity of their own content and images. The Campaign Success Team will also continue to promote existing cyber protection programs such as M365 for Campaigns and AccountGuard.

Third, Microsoft will create and provide access to a new “Election Communications Hub” to support democratic governments around the world as they build secure and resilient election processes. This hub will provide election authorities with access to Microsoft security and support teams in the days and weeks leading up to their election, allowing them to reach out and get swift support if they run into any major security challenges. This new offering builds on existing security programs such as the Azure for Elections offering available to state and local election agencies and their partners in the U.S.

Fourth, we will use our voice as a company to support legislative and legal changes that will add to the protection of campaigns and electoral processes from deepfakes and other harmful uses of new technologies. We’re starting today by endorsing in the United States the bi-partisan bill “Protect Elections from Deceptive AI Act” introduced by Senators Klobuchar, Collins, Hawley, and Coons. This important piece of legislation prohibits the use of artificial intelligence to generate materially deceptive content falsely depicting federal candidates in political ads to influence federal elections, with important exceptions for parody, satire, and the use of AI-generated content by newsrooms.

A Bing search for voting

Fifth, Microsoft will empower voters with authoritative election information on Bing. We will do this in partnership with organizations that provide information on authoritative sources, ensuring that queries about election administration will surface reputable sites. Bing will join forces with the National Association of State Election Directors (NASED), leading Spanish news agency EFE, and Reporters Without Borders to proactively promote trusted sources of news around the world. These partnerships build on existing collaborations such as with NewsGuard and ClaimReview. Microsoft will also publish regular reports on foreign malign influence researched and reported by the company’s MTAC team. The first report, “Protecting Election 2024 from Foreign Malign Influence” is being released today, providing a baseline for the upcoming election season, including reflections on previous election influence efforts as we set the stage for the year ahead.

No one person, institution, or company can guarantee elections are free and fair. But, by stepping up and working together, we can make meaningful progress in protecting everyone’s right to free and fair elections.

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Wed, 08 Nov 2023 07:32:00 -0600 en-US text/html https://blogs.microsoft.com/on-the-issues/2023/11/07/microsoft-elections-2024-ai-voting-mtac/
Introducing Microsoft Copilot Studio and new features in Copilot for Microsoft 365

At Microsoft Ignite 2023, we are announcing new innovations across Microsoft Copilot—one copilot experience that runs across all our surfaces, understanding your context on the web, on your PC, and at work to bring the right skills to you when you need them across work and life. Microsoft is the Copilot company. And soon there will be a Copilot for everyone and for everything you do.

On November 1, 2023, Copilot for Microsoft 365 became generally available for enterprises, and already, customers like Visa, BP, Honda, Pfizer, and Chevron, and also partners such as Accenture, EY, KPMG, Kyndryl, and PwC, are betting on Copilot.

A list of Copilot customers including KPMG, BP, Visa, Accenture, Pfizer, Honda, Good Year, Amgen, Lumen, Chevron, EY, Bayer, Dentsu, GM, Novo Nordisk, Kyndryl, Nvidia, Adnoc, Amadeus, Dow, T, Dell, Mayo Clinic, Wolters Kluwer, Hargreaves Lansdown, and Orange

New Work Trend Index data shows that already, Copilot makes people more productive and creative, and saves time—77 percent of people who have used copilot said they don’t want to supply it up, 70 percent said copilot makes them more productive, and 68 percent said it improved the quality of their work. In experiments that we ran, users were 29 percent faster overall across a series of tasks and caught up on missed meetings nearly four times faster. It’s clear from the data: the age of copilots is here.  

It’s early days, and we will continue to take a learn-it-all approach to deeply understand both the perceived and quantitative impact of Copilot on work and learning alongside our customers. Read on for more details about the announcements.  

Updates to our Copilot product line-up 

We are taking the next step to simplify the user experience and make copilot more accessible to everyone. Bing Chat and Bing Chat Enterprise will now simply become Copilot. It has foundational capabilities, like the ability to answer questions, create content, and reason over data. And it has web grounding, so it always has access to the latest information. When you’re signed into Copilot with your Entra ID, you get commercial data protection for free—which means chat data isn’t saved, Microsoft has no eyes-on access, and your data isn’t used to train the models.

Copilot for Microsoft 365 has those same foundational capabilities, web grounding, and commercial data protection, and importantly, it also inherits your existing Microsoft 365 security, privacy, identity, and compliance policies—so you know it’s enterprise-grade. Your data is logically isolated and protected within your Microsoft 365 tenant, and always within your control. Copilot for Microsoft 365 doesn’t change any of our data residency or data handling promises. And Copilot acts on behalf of an individual user—so it can’t access any information you don’t have permission to see. Copilot for Microsoft 365 has access to the Microsoft Graph and is integrated into the Microsoft 365 apps that millions of people use every day.

We also announced Copilot for Sales and Copilot for Service.

You can access Copilot for Microsoft 365 in Windows and in Bing. 

A pricing table comparing two service tiers for Microsoft Copilot: 'Free' and 'Copilot for Microsoft 365' with features listed including Foundational Capabilities, Web Grounding, Commercial Data Protection, Enterprise-Grade Data Protection, Microsoft Graph Grounding, Microsoft 365 Apps, and Copilot Studio.

Introducing Microsoft Copilot Studio 

At Ignite, we announced Microsoft Copilot Studio, a low-code tool to customize Copilot for Microsoft 365 and build standalone copilots. It brings together a set of powerful conversational capabilities—from custom GPTs, generative AI plugins, and manual topics. You can customize Copilot for Microsoft 365 with your own enterprise scenarios—build, test, and publish standalone copilots and custom GPTs and manage and secure your customizations and standalone copilots with the right access, data, user controls, and analytics. Copilot Studio exposes a full end-to-end lifecycle for customizations and standalone copilots within a single pane of glass—build, deploy, analyze, and manage all from within the same web experience. With Copilot Studio, you can connect Copilot to other data sources, including pre-built or custom plugins and GPTs, to tap into any system of record—from SAP, Workday, and ServiceNow—and even your own proprietary business solutions. Copilot Studio is available today, and the integration with Copilot for Microsoft 365 is now available in preview.

Copilot for Microsoft 365—your AI assistant at work  

At Ignite, we shared three thematic updates to Copilot: more personalization, sophisticated mathematical and analysis capabilities, and Copilot becoming a full participant in collaboration.  

We’re bringing more personalization to Copilot. New capabilities allow you to supply Copilot details about your role and instructions on what’s important to you, so you can get tailored responses based on your unique role and preferences, including preferences on formatting, style, and tone. This new capability will roll out initially in Word and PowerPoint and will follow soon in the other Microsoft 365 apps, complementing previously announced personalization features such as “sound like me” for Copilot in Outlook, which matches your unique writing style and voice when drafting emails.  

The recently announced Python in Excel allows you to perform sophisticated mathematical analysis using one of the most powerful programming languages in the world. And, in combination with Copilot in Excel, users will be able to unlock this capability using natural language.  

We’re also announcing powerful new capabilities that make Copilot a full participant in collaboration, helping everyone stay focused on the discussion in a Microsoft Teams meeting, turn notes from a brainstorm into visualizations on a digital whiteboard, and build shared workspaces in Microsoft Loop that help your team collaborate and stay in sync.    

Read on for the full list of new capabilities in Copilot for Microsoft 365—all generally available unless otherwise noted.  

Copilot in Microsoft Teams 

  • Next year, new Copilot in Teams experiences will supply Copilot a seat at the meeting table, transforming it into a meeting assistant so everyone can stay present, engaged, and focused in the meeting. Copilot in collaborative notes takes notes throughout your meeting that are then shared with participants, and you can even instruct Copilot to capture specific content—for instance, ask it to “Quote Ben,” and Copilot will transcribe Ben’s remark for everyone to see.  
  • Customers who want to leverage the power of Copilot in Teams meetings—but without creating a recording—now have the option to enable it without transcription. When enabled without transcription, Copilot can answer questions and provide information during the meeting, but no record of interactions will be retained afterward. 
Interface of a virtual meeting showing four attendees, with a notification about Copilot availability without recording or transcription.
  • You can also now use Copilot in Teams channels to do things like synthesize long posts, get action items, or review key decisions in the channels you work in every day.  
  • With the Copilot compose box in Teams chat and channels, Copilot will help you write a message or adjust its tone to Improve your writing in the places you communicate most. 
  • Starting in December 2023, intelligent recap will be integrated into Copilot, so that everyone in the organization stays on the same page whether they are getting started with AI using Teams Premium or jumping all in with Copilot. Intelligent recap helps you catch up on the meetings you missed by providing a summary of the key points, action items, and decisions. And it gets even better when you use it with Copilot, allowing you to ask specific questions about the meeting and get clear answers.
  • Copilot in Microsoft Whiteboard will automatically capture and visualize spoken discussion points during a Teams meeting and organize them for you into a collaboration space in Whiteboard, shared across all meeting participants.
Interface of a virtual meeting showing four attendees, with a notification about Copilot availability without recording or transcription.

Copilot in Microsoft Outlook 

  • Coming in early 2024, Copilot in Outlook helps you prepare for upcoming meetings—combing through invitation details, related emails, and pertinent documents to build a synthesized summary that you can review quickly and show up prepped.  
  • Copilot now also helps you navigate bulky email threads effortlessly with an email thread summary. Copilot extracts crucial information, proposing actionable steps like a follow-up meeting. Once a meeting is selected, it drafts agendas, summarizes discussions, creates engaging meeting titles, populates attendees, appends the original thread for clarity, and suggests times when everyone can meet.
Animated GIF of a weekly calendar view in Outlook, showing how Copilot can schedule meetings on specific topics, suggest attendees, draft agendas, recommend files to share, and find times when everyone is available.
  • Independent of email, Copilot can also help you schedule meetings on specific topics. It will suggest relevant attendees, draft agendas, recommend files to share, and find times when everyone is available. 

Copilot in Microsoft Loop  

  • At Ignite, we announced the general availability of the Microsoft Loop app, the app built for the new way of working, with a flexible canvas for collaboration between people and generative AI to create a center of gravity for your projects and a space for your team and Copilot to think, plan, and create together. 
  • With intelligent page creation, Copilot in Loop guides you, suggesting pages from past work and automatically adapting them for your current project, or crafting a new page with content suggestions tailored to your goals.
Animated GIF of a 'Project Planning' page in Microsoft Loop, showing how intelligent page creation works. Copilot in Loop begins by suggesting pages from past work to reuse, automatically adapting a page for the current project with new content.
  • Microsoft Loop’s workspace status is like a dashboard, tapping into the collective knowledge of your team to help you stay two steps ahead. It can help you track the work the team has done and even flag important information like upcoming deadlines to help you know where to focus. Learn more about Copilot in Loop.

Copilot in Microsoft Word 

  • Coming soon, you can use catchup and comments in Copilot in Word to quickly get up to speed on document revisions by asking questions like, “How do I see what has changed in this document?” to reveal changes and revisions made by anyone who has accessed the document.  
Copilot in Word in action - showing creation Copilot profile and summaries of business data.

Copilot in Microsoft PowerPoint 

  • With the new brand asset and image library (coming soon), you can ask Copilot in PowerPoint to use your corporate brand assets and leverage Microsoft Designer to reimagine them using AI-generated visuals—no photo shoot required.
A PowerPoint user tasks Copilot to locate "the Mod 2" tent for Northwind Traders. Copilot presents various images. The user picks one, asks Copilot to integrate it into an outdoor scene, and solidifies the choice with a "keep it" click, embedding the image in the slide.

New Microsoft Viva value coming to Copilot  

  • Viva is the measurement and transformation platform for the AI-powered, high-performance organization. At Ignite, we announced the Microsoft Copilot Dashboard, powered by Viva, to help Copilot customers across every stage of the transformation journey: readiness, adoption, and measurement. Now in preview, the dashboard shows how many employees are eligible and ready to benefit from Copilot based on Microsoft 365 app usage, breaks down Copilot usage across apps, and delivers early signals on Copilot’s impact on productivity based on meetings, chat, email, and documents. In early 2024, we will add more advanced capabilities for customers with a Viva Insights license. These include Copilot adoption and usage metrics combined with collaboration data, out-of-the-box reports for organizational leaders, before and after behavioral data, and even insights from employee surveys.   
Copilot for Microsoft 365 dashboard, highlighting return on investment and change in behavior after using Copilot.
  • We announced that customers who use Viva can now do so right in Microsoft Copilot. Copilot combs across Viva data and applications to guide employees, managers, and HR leaders with self-service insights and experiences. You can do things like check in on team health, set new priorities with objectives and key results (OKRs), or access skilling and learning experiences. This new integration will be available in preview in early 2024. 
Microsoft Copilot showing Viva employee experience data. Including finding a trending  syllabu and responding with a rich summary coming from multiple Viva data sources such as social communities, results from an employee survey, and a workplace analytics report.
  • Our existing experience, Copilot in Microsoft Viva Insights, enables leaders and their delegates to use natural language prompts to easily query data from Viva Insights and generate personalized, dynamic reports that answer questions about their teams and organizations. This will be in preview in January 2024. Additionally, there are also updates to Copilot experiences in Viva Goals, Viva Engage, Viva Learning, and Viva Glint, plus new integrations and capabilities coming to Viva Learning, Viva Engage, and Viva Amplify. 

Other Copilot updates 

  • With Topics in Copilot, you can harness your organization’s shared intelligence to distribute knowledge to everyone. You will have the ability to uncover new opportunities by summarizing complex Topics across multiple connected documents.  

Windows App

  • New product features are coming to Windows 365 and Microsoft Azure Virtual Desktop, including the Windows App—now available in preview—which connects you to Windows in the cloud from the device of your choice across Windows 365, Azure Virtual Desktop, Remote Desktop, Remote Desktop Services, Microsoft Dev Box, and more all from a single, unified app.  
  • In early 2024, Copilot for Microsoft 365 will be integrated into the Windows desktop, allowing users to ground prompts in their Microsoft 365 Graph content and context. 
  • You can preview new graphics processing unit (GPU) support in Windows 365, ideal for workloads such as graphic design, rendering, 3D modeling, data processing, and visualization applications. Windows 365 is now also available in a 16vCore SKU to handle all your high-capacity computing needs.  
  • In preview soon, new AI capabilities in Windows 365 for Cloud PC include resizing recommendations to help organizations better forecast and right-size their Cloud PC investment. 
  • Update management is now a single solution with Windows Autopatch, extending it to frontline worker devices and unifying updates and upgrades across Windows devices, Windows 365, Microsoft 365 apps, Teams, and Microsoft Edge.  

More news from Ignite 2023

  • New features in Teams include voice isolation, which learns your voice and suppresses other people’s voices in the background, and “decorate your background” in Teams Premium which uses the power of generative AI to remove clutter or add decor to your real-world room during video calls. 
  • Microsoft Clipchamp is now available for Microsoft 365 enterprise and business suites, with premium features launching in December 2023.
  • The new Microsoft Planner is simple, collaborative, scalable, assisted by next-generation AI, and integrated with Microsoft 365 experiences such as Microsoft Loop, Outlook, Teams, and Viva Goals. Copilot in Planner will enable the use of natural language to create plans, tasks, and goals, or answer questions on progress, priorities, workload, and more.
  • Microsoft Mesh, a new 3D immersive experience for the workplace, will be generally available in January 2024. We’re reimagining the way employees come together with Microsoft Mesh in the place where hundreds of millions of people work today—Microsoft Teams. You can join these experiences with PC or Meta Quest VR devices.  
  • We also announced new features such as shared display mode, designed for improving productivity and IT administration in bring-your-own-device (BYOD) shared spaces. 
  • You can now preview SharePoint Premium, with various services launching from late 2023 to early 2024. SharePoint Premium is an AI-powered content management platform offering AI-driven automation, improved content experiences, and enhanced governance.  

We are also continuing to test Copilot with small businesses and entrepreneurs as part of our Early Access Program, and we’ll share more on broader availability in the coming months. 

Stay up to date on the latest from Microsoft

Microsoft Copilot Studio

Customize Microsoft Copilot and build standalone copilots

Thu, 16 Nov 2023 04:29:00 -0600 en-US text/html https://www.microsoft.com/en-us/microsoft-365/blog/2023/11/15/introducing-microsoft-copilot-studio-and-new-features-in-copilot-for-microsoft-365/
Microsoft Ignite 2023: all the AI news from Microsoft’s IT pro event

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Microsoft Ignite is the company’s annual conference for developers and IT professionals where we get to hear about the changes in Windows, Microsoft 365, and Azure that will impact businesses. Microsoft Ignite 2023 will include a big focus on AI, with Microsoft recently launching its Microsoft 365 Copilot and its continued push to infuse all of its products with AI features.

The Verge will be covering all the news out of Microsoft Ignite. Microsoft CEO Satya Nadella will kick off the main keynote at 12PM ET / 9AM PT on November 15th. It’s being livestreamed on Microsoft’s site and will be followed by sessions and deep dives into the main announcements from the show.

  • Anyone remember Windows XP 64-Bit Edition for 64-Bit Extended Systems?

    Microsoft’s Jared Spataro has been joking about the company’s terrible history of marketing names for products at Ignite today. “Simplicity and naming, well, they haven’t always been our strong suit,” admitted Spataro, while discussing the Bing Chat rebranding to Microsoft Copilot. “Anyone else remember Windows XP 64-Bit Edition for 64-Bit Extended Systems? Just rolls off the tongue,” he joked. Anyone else remember the 2007 Microsoft Office System?


  • Generative AI is coming to VR headsets.

    Microsoft Teams is about to go 3D thanks to a new VR meetings experience in January 2024. While that’s a new way to chat with coworkers, Microsoft is already teasing how its generative AI Copilot system will be able to handle requests for creating meeting spaces and objects in VR. We’re not sure when this will arrive, but generative AI in VR is certainly on the way.


    Copilot in Microsoft Mesh.
    Copilot in Microsoft Mesh.
    Image: Microsoft
  • Nvidia says generative AI will be bigger than the internet.

    Nvidia CEO Jensen Huang has just taken the stage at Microsoft’s Ignite event to talk about how the company is partnering with Microsoft on a variety of AI projects. “Generative AI is the single most significant platform transition in computing history,” says Huang. “In the last 40 years, nothing has been this big. It’s bigger than PC, it’s bigger than mobile, and it’s gonna be bigger than the internet, by far.” Nvidia made $6 billion in pure profit earlier this year thanks to the AI boom.


    Nvidia CEO Jensen Huang at Microsoft Ignite 2023.
    Nvidia CEO Jensen Huang at Microsoft Ignite 2023.
    Image: Microsoft
  • Microsoft loves OpenAI and open source.

    “As OpenAI innovates we will deliver all of that innovation as part of Azure OpenAI,” says Microsoft CEO Satya Nadella. The latest GPT-4 Turbo model, with lower pricing and extended prompt length, is coming to Azure OpenAI this week in preview. Microsoft is also offering Meta’s Llama 2 model as a service, alongside Mistral and Jais.


  • Microsoft’s new CPU is ‘the fastest of any cloud provider.’

    Microsoft announced a new Arm-based CPU today, the Azure Cobalt 100. It’s designed for cloud workloads and Microsoft already said it was 40 percent faster than the commercial Arm-based servers it uses today. Now, Microsoft CEO Satya Nadella says it’s “the fastest of any cloud provider.” The slide behind Nadella narrowed that claim to Arm-based server CPUs. We look forward to the benchmarks in 2024.


    Microsoft CEO Satya Nadella holding the Cobalt CPU.
    Microsoft CEO Satya Nadella holding the Cobalt CPU.
    Image: Microsoft
  • Microsoft CEO Satya Nadella reflects on a year of ChatGPT.

    Nadella is taking the stage at Microsoft Ignite today, where he’s reflecting on the state of AI just as Microsoft launches new AI chips, rebrands Bing Chat to Microsoft Copilot, and lets anyone create AI copilots. “We’re entering this exciting new phase of AI, where we’re not just talking about it as technology that’s new and interesting, but we’re getting into the details of producing, making, deployment, and safety,” says Nadella. “We’re at a tipping point. This is clearly the age of Copilots.”


    Satya Nadella on stage at Microsoft Ignite 2023.
    Satya Nadella on stage at Microsoft Ignite 2023.
    Image: Microsoft
  • Microsoft Ignite 2023 kicks off in 30 minutes.

    Microsoft’s annual IT pro and developers conference, Ignite, is kicking off with a keynote from CEO Satya Nadella at 12PM ET / 9AM PT. You can watch the show live over at Microsoft’s Ignite website. The biggest announcements from the show include new Microsoft built CPUs and AI chips, a Bing Chat rebranding to Microsoft Copilot, and a new Microsoft Copilot Studio that lets anyone build custom AI copilots. You can find all of the Microsoft Ignite 2023 news right here.


    Image: Microsoft
  • Microsoft debuts new unified security solution with Security Copilot

    defender dashboard
    Unified Microsoft Defender dashboard with analytics and Sentinel on the sidebar.
    Image: Microsoft

    Microsoft is combining its Sentinel security analytics and Microsoft Defender XDR platforms into an “industry first” unified security operations platform — with the company’s Security Copilot chatbot stationed centrally for IT and security personnel to administer everything easily. During the company’s enterprise-focused Ignite conference today, Microsoft is announcing expanded conversational AI abilities to better centrally manage its security platforms.

    Microsoft originally announced Security Copilot in March, demonstrating how its generative AI system can summarize all the alerts and data points that typically inundate security professionals. At the time, it had not been made available beyond “a few customers” to test. Microsoft shared some of the chatbot’s abilities, like asking it to summarize all incidents in the enterprise, explain how particular vulnerabilities work, feed it a file to check if it’s secure, and use it to collaborate with colleagues and even generate automations.

    Read Article >
  • Microsoft officially launches Loop, its Notion competitor

    An illustration of Microsoft’s new Loop app
    Image: Microsoft

    Microsoft is officially launching its Notion-like productivity and collaboration app called Loop.

    Loop lets you use flexible, collaborative workspaces and pages to make it easier to cooperate on work. If you’re familiar with Notion’s interface at all, Loop looks and feels remarkably similar — right down to the ability to easily access a bunch of tools and formatting options by typing the forward slash key (which pulls up what Microsoft calls the “insert menu”).

    Read Article >
  • Microsoft Teams’ latest AI trick cleans and decorates your messy webcam background

    Microsoft Teams chat communication is coming to Outlook
    Image: Microsoft

    Microsoft is adding two new AI-powered features to Teams soon that will Improve your voice and webcam. A new “decorate your background” feature is coming to Microsoft Teams Premium in early 2024 and uses generative AI effects to clean up and replace clutter in the background when on a video call.

    While Microsoft Teams has long offered a variety of virtual backgrounds, this decoration feature will work in a real-world room, much like the augmented reality filters you find on Snapchat. It can even add plants, lights, and seasonal objects to the background behind you. We’ll have to see how this functions in reality, but if it works as well as the GIF below, then it could be a good option to hide your messy background and avoid the fake-looking virtual ones.

    Read Article >
  • Microsoft and Nvidia are making it easier to run AI models on Windows

    Illustration of Microsoft’s Windows logo
    Illustration by Alex Castro / The Verge

    Microsoft and Nvidia want to help developers run and configure AI models on their Windows PCs. During the Microsoft Ignite event on Wednesday, Microsoft announced Windows AI Studio: a new hub where developers can access AI models and tweak them to suit their needs.

    Windows AI Studio allows developers to access development tools and models from the existing Azure AI Studio and other services like Hugging Face. It also offers an end-to-end “guided workspace setup” with model configuration UI and walkthroughs to fine-tune various small language models (SLMs), such as Microsoft’s Phi, Meta’s Llama 2, and Mistral.

    Read Article >
  • Microsoft’s planning tools will soon be less confusing

    Microsoft is overhauling its project management services to help small teams and businesses better keep track of work. During the company’s Ignite event on Wednesday, Microsoft announced that some of its existing task management and planning tools — Microsoft To Do, Microsoft Planner, and Microsoft Project for the web — will be combined into a single, unified experience next year under the name Microsoft Planner.

    The new Microsoft Planner experience will first be available within the Planner app in Microsoft Teams in spring 2024, with a web experience to follow later that year. The existing Tasks by Planner and To Do apps in Microsoft Teams are being renamed to just “Planner.” Microsoft Project for the web is also expected to be renamed Planner in the “coming months,” though Microsoft says existing users will be able to access the same features following the update.

    Read Article >
  • Microsoft Teams is about to go 3D with VR meetings

    A 3D immersive meeting in Microsoft Teams
    Image: Microsoft

    When I first used Microsoft Mesh, the company’s mixed reality platform, I said it felt “like the virtual future of Microsoft Teams meetings.” Now, nearly three years later, Microsoft is making immersive 3D Teams meetings a reality. In January, Microsoft Mesh is being integrated into Teams to allow co-workers to meet together in a virtual space — no VR headset required.

    It’s a big shift in Microsoft’s original vision for Mesh — an entire platform built on top of Azure that Microsoft hoped developers would tap into — but then a lot has changed with Microsoft’s VR / AR ambitions over the past few years. Microsoft’s HoloLens boss, Alex Kipman, left the company last year following misconduct allegations. Six months later, Microsoft shut down AltspaceVR, the social VR platform it acquired in 2017, amid layoffs affecting its mixed reality division.

    Read Article >
  • Microsoft’s Copilot AI gets more personalized in its first update since launch

    Illustration of Microsoft’s new AI-powered Copilot for Office apps
    Image: Microsoft

    Microsoft announced a plethora of changes for its Microsoft Copilot AI during Microsoft Ignite today that make the chatbot more interactive and participatory, particularly in Teams meetings. The updates expand Copilot’s role as an enterprise helper in Office apps like Teams, PowerPoint, and Outlook.

    Microsoft has added some flexibility to the chatbot’s output, so users can tweak it with instructions to make its formatting and tone more to their personal liking. Word and PowerPoint will get the new personalization features to start, but the company says other Microsoft 365 apps will gain support in time.

    Read Article >
  • Microsoft Copilot Studio lets anyone build custom AI copilots

    Illustration of Microsoft’s new Copilot Studio
    Image: Microsoft

    Last week OpenAI announced its new GPT platform to let anyone create their own version of ChatGPT, and now Microsoft is following with Copilot Studio: a new no-code solution that lets businesses create a custom copilot or integrate a custom ChatGPT AI chatbot.

    Microsoft Copilot Studio is designed primarily to extend Microsoft 365 Copilot, the paid service that Microsoft launched earlier this month. Businesses can now customize the Copilot in Microsoft 365 to include datasets, automation flows, and even custom copilots that aren’t part of the Microsoft Graph that powers Microsoft 365 Copilot.

    Read Article >
  • Microsoft is finally making custom chips — and they’re all about AI

    A person holding Microsoft’s Azure Maia 100 AI chip
    Microsoft’s new Azure Maia 100 GPU.
    Image: Microsoft

    The rumors are true: Microsoft has built its own custom AI chip that can be used to train large language models and potentially avoid a costly reliance on Nvidia. Microsoft has also built its own Arm-based CPU for cloud workloads. Both custom silicon chips are designed to power its Azure data centers and ready the company and its enterprise customers for a future full of AI.

    Microsoft’s Azure Maia AI chip and Arm-powered Azure Cobalt CPU are arriving in 2024, on the back of a surge in demand this year for Nvidia’s H100 GPUs that are widely used to train and operate generative image tools and large language models. There’s such high demand for these GPUs that some have even fetched more than $40,000 on eBay.

    Read Article >
  • Microsoft rebrands Bing Chat to Copilot, to better compete with ChatGPT

    Illustration of the Copilot logo
    Image: Microsoft

    Microsoft launched its big AI push earlier this year as part of its Bing search engine, integrating a ChatGPT-like interface directly into its search results. Now less than a year later, it’s dropping the Bing Chat branding and moving to Copilot, the new name for the chat interface you might have used in Bing, Microsoft Edge, and Windows 11.

    Microsoft initially talked up the Google search competition for its AI ambitions earlier this year, but it now looks like it has its sights set on ChatGPT instead. The Bing Chat rebranding comes just days after OpenAI revealed 100 million people are using ChatGPT on a weekly basis. Despite a close partnership worth billions, Microsoft and OpenAI continue to compete for the same customers seeking out AI assistants, and Microsoft is clearly trying to position Copilot as the option for consumers and businesses.

    Read Article >




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