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Exam Code: AZ-304 Microsoft Azure Architect Design health January 2024 by Killexams.com team

AZ-304 Microsoft Azure Architect Design

Test Detail:
The Microsoft AZ-304 exam, also known as Microsoft Azure Architect Design, is a certification exam designed to validate the skills and knowledge of professionals in designing and implementing solutions on the Microsoft Azure platform. The exam assesses the candidate's understanding of Azure architecture, design principles, and best practices. This description provides an overview of the AZ-304 exam.

Course Outline:
The course for the AZ-304 exam covers a wide range of topics related to Azure architecture and design. The course outline may include the following:

1. Designing for Identity and Security:
- Azure Active Directory (AAD) design and configuration
- Authentication and authorization methods in Azure
- Secure access to Azure resources
- Data protection and encryption in Azure

2. Designing a Data Platform Solution:
- Designing Azure data storage solutions
- Database architecture and design principles
- Data integration and migration strategies
- Implementing data security and privacy

3. Designing for Deployment, Migration, and Integration:
- Designing Azure infrastructure solutions
- Planning for Azure resource deployment
- Azure networking and connectivity design
- Application migration strategies to Azure

4. Designing an Infrastructure Strategy:
- Azure virtual machines and virtual networks design
- High availability and disaster recovery planning
- Azure automation and management solutions
- Monitoring and optimization of Azure resources

Exam Objectives:
The AZ-304 exam objectives cover the following areas:

1. Designing Identity and Security (20-25%)
2. Designing a Data Platform Solution (15-20%)
3. Designing for Deployment, Migration, and Integration (20-25%)
4. Designing an Infrastructure Strategy (15-20%)
5. Designing a Business Continuity Strategy (15-20%)
6. Designing for Cost Optimization (10-15%)

Exam Syllabus:
The AZ-304 exam syllabus includes specific topics within each of the exam objectives mentioned above. It may cover areas such as:

- Azure Active Directory design and configuration
- Security and access control for Azure resources
- Designing Azure storage solutions (blob storage, file storage, etc.)
- Database design principles and options in Azure
- Hybrid cloud scenarios and connectivity design
- Application deployment and migration strategies to Azure
- Designing highly available and scalable Azure infrastructure
- Disaster recovery and business continuity planning in Azure
- Azure cost management and optimization techniques
Microsoft Azure Architect Design
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AZ-304
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Question: 331
You need to recommend a disaster recovery solution for the back-end tier of the payment processing system. What
should you include in the recommendation?
A . Always On Failover Cluster Instances
B . active geo-replication
C . Azure Site Recovery
D . an auto-failover group
Answer: D
Explanation:
References:
https://docs.microsoft.com/en-us/azure/sql-database/sql-database-auto-failover-group
Question: 332
You need to recommend a strategy for migrating the database content of WebApp1 to Azure. What should you include
in the recommendation?
A . Use Azure Site Recovery to replicate the SQL servers to Azure.
B . Use SQL Server transactional replication.
C . Copy the BACPAC file that contains the Azure SQL database file to Azure Blob storage.
D . Copy the VHD that contains the Azure SQL database files to Azure Blob storage
Answer: D
Explanation:
Before you upload a Windows virtual machine (VM) from on-premises to Azure, you must prepare the virtual hard
disk (VHD or VHDX).
Scenario: WebApp1 has a web tier that uses Microsoft Internet Information Services (IIS) and a database tier that runs
Microsoft SQL Server 2016. The web tier and the database tier are deployed to virtual machines that run on Hyper-V.
Reference: https://docs.microsoft.com/en-us/azure/virtual-machines/windows/prepare-for-upload-vhd-image
Question: 333
You are evaluating the components of the migration to Azure that require you to provision an Azure Storage account.
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: 334
You design a solution for the web tier of WebApp1 as shown in the exhibit.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
Answer:
Explanation::
Box 1: Yes
Any new deployments to Azure must be redundant in case an Azure region fails.
Traffic Manager uses DNS to direct client requests to the most appropriate service endpoint based on a traffic-routing
method and the health of the endpoints. An endpoint is any Internet-facing service hosted inside or outside of Azure.
Traffic Manager provides a range of traffic-routing methods and endpoint monitoring options to suit different
application needs and automatic failover models. Traffic Manager is resilient to failure, including the failure of an
entire Azure region.
Box 2: Yes
Recent changes in Azure brought some significant changes in autoscaling options for Azure Web Apps (i.e. Azure App
Service to be precise as scaling happens on App Service plan level and has effect on all Web Apps running in that App
Service plan).
Box 3: No
Traffic Manager provides a range of traffic-routing methods and endpoint monitoring options to suit different
application needs and automatic failover models. Traffic Manager is resilient to failure, including the failure of an
entire Azure region.
Reference: https://docs.microsoft.com/en-us/azure/traffic-manager/traffic-manager-overview
https://blogs.msdn.microsoft.com/hsirtl/2017/07/03/autoscaling-azure-web-apps/
Question: 335
You need to recommend a strategy for the web tier of WebApp1. The solution must minimize What should you
recommend?
A . Create a runbook that resizes virtual machines automatically to a smaller size outside of business hours.
B . Configure the Scale Up settings for a web app.
C . Deploy a virtual machine scale set that scales out on a 75 percent CPU threshold.
D . Configure the Scale Out settings for a web app.
Answer: D
Question: 336
You need to recommend a solution for the collection of security logs the middle tier of the payment processing
system.
What should you include in the recommendation?
A . Azure Notification Hubs
B . the Azure Diagnostics agent
C . Azure Event Hubs
D . the Azure Log Analytics agent
Answer: D
Explanation:
References:
https://docs.microsoft.com/en-us/azure/azure-monitor/platform/diagnostics-extension-overview
Question: 337
You need to recommend a solution for the user at Contoso to authenticate to the cloud-based sconces and the Azure
AD-integrated application.
What should you include in the recommendation? To answer, select the appropriate options in the answer area. NOTE:
Each correct selection is worth one point.
Answer:
Question: 338
You need to recommend a solution for configuring the Azure Multi-Factor Authentication (MFA) settings.
What should you include in the recommendation? To answer, select the appropriate options in the answer area. NOTE:
Each correct selection is worth one point.
Answer:
Explanation:
References:
https://docs.microsoft.com/en-us/azure/active-directory/identity-protection/howto-sign-in-risk-policy
https://docs.microsoft.com/en-us/azure/active-directory/identity-protection/howto-mfa-policy
Question: 339
You need to recommend a compute solution for the middle tier of the payment processing system. What should you
include in the recommendation?
A . Azure Kubernetes Service (AKS)
B . virtual machine scale sets
C . availability sets
D . App Service Environments (ASEs)
Answer: B
Question: 340
What should you include in the identity management strategy to support the planned changes?
A . Move all the domain controllers from corp.fabrikam.com to virtual networks in Azure.
B . Deploy domain controllers for corp.fabrikam.com to virtual networks in Azure.
C . Deploy a new Azure AD tenant for the authentication of new R&D projects.
D . Deploy domain controllers for the rd.fabrikam.com forest to virtual networks in Azure.
Answer: B
Explanation:
Directory synchronization between Azure Active Directory (Azure AD) and corp.fabrikam.com must not be affected
by a link failure between Azure and the on-premises network. (This requires domain controllers in Azure)
Users on the on-premises network must be able to authenticate to corp.fabrikam.com if an Internet link fails. (This
requires domain controllers on-premises)
Question: 341
Topic 2, Contoso, Ltd Case Study B
Overview
Contoso,Ltd is a US-base finance service company that has a main office New York and an office in San Francisco.
Payment Processing Query System
Contoso hosts a business critical payment processing system in its New York data center. The system has three tiers a
front-end web app a middle -tier API and a back end data store implemented as a Microsoft SQL Server 2014
database All servers run Windows Server 2012 R2.
The front -end and middle net components are hosted by using Microsoft Internet Inform-non Services (IK) The
application rode is written in C# and middle- tier API uses the Entity framework to communicate the SQL Server
database. Maintenance of the database e performed by using SQL Server Ago-
The database is currently J IB and is not expected to grow beyond 3 TB.
The payment processing system has the following compliance related requirement
Encrypt data in transit and at test. Only the front-end and middle-tier components must be able to access the
encryption keys that protect the date store.
Keep backups of the two separate physical locations that are at last 200 miles apart and can be restored for op to
seven years.
Support blocking inbound and outbound traffic based on the source IP address, the description IP address, and the
port number
Collect Windows security logs from all the middle-tier servers and retain the log for a period of seven years,
Inspect inbound and outbound traffic from the from-end tier by using highly available network appliances.
Only allow all access to all the tiers from the internal network of Contoso.
Tape backups ate configured by using an on-premises deployment or Microsoft System Center Data protection
Manager (DPMX and then shaped ofsite for long term storage
Historical Transaction Query System
Contoso recently migrate a business-Critical workload to Azure. The workload contains a NET web server for
querying the historical transaction data residing in azure Table Storage. The NET service is accessible from a client
app that was developed in-house and on the client computer in the New Your office. The data in the storage is 50 GB
and is not except to increase.
Information Security Requirement
The IT security team wants to ensure that identity management n performed by using Active Directory.
Password hashes must be stored on premises only.
Access to all business-critical systems must rely on Active Directory credentials. Any suspicious authentication
attempts must trigger multi-factor authentication prompt automatically Legitimate users must be able to authenticate
successfully by using multi-factor authentication.
Planned Changes
Contoso plans to implement the following changes:
* Migrate the payment processing system to Azure.
* Migrate the historical transaction data to Azure Cosmos DB to address the performance issues.
Migration Requirements
Contoso identifies the following general migration requirements:
Infrastructure services must remain available if a region or a data center fails. Failover must occur without any
administrative intervention
Whenever possible. Azure managed serves must be used to management overhead
Whenever possible, costs must be minimized.
Contoso identifies the following requirements for the payment processing system:
If a data center fails, ensure that the payment processing system remains available without any administrative
intervention. The middle-tier and the web front end must continue to operate without any additional configurations-
If that the number of compute nodes of the from -end and the middle tiers of the payment processing system can
increase or decrease automatically based on CPU utilization.
Ensure that each tier of the payment processing system is subject to a Service level Agreement (SLA) of 9959
percent availability
Minimize the effort required to modify the middle tier API and the back-end tier of the payment processing system.
Generate alerts when unauthorized login attempts occur on the middle-tier virtual machines.
Insure that the payment processing system preserves its current compliance status.
Host the middle tier of the payment processing system on a virtual machine.
Contoso identifies the following requirements for the historical transaction query system:
Minimize the use of on-premises infrastructure service.
Minimize the effort required to modify the .NET web service querying Azure Cosmos DB.
If a region fails, ensure that the historical transaction query system remains available without any administrative
intervention.
Current Issue
The Contoso IT team discovers poor performance of the historical transaction query as the queries frequently cause
table scans.
Information Security Requirements
The IT security team wants to ensure that identity management is performed by using Active Directory.
Password hashes must be stored on-premises only.
Access to all business-critical systems must rely on Active Directory credentials. Any suspicious authentication
attempts must trigger a multi-factor authentication prompt automatically. legitimate users must be able to authenticate
successfully by using multi-factor authentication.
You need to recommend a solution for protecting the content of the back-end tier of the payment processing system.
What should you include in the recommendations?
A . Always Encrypted with deterministic encryption
B . Transparent Date Encryption (TDE)
C . Azure Storage Service Encryption
D . Always Encrypted with randomized encryption
Answer: A
Question: 342
You need to recommend a solution for the network configuration of the front-end tier of the payment processing.
What should you include in the recommendation?
A . Azure Application Gateway
B . Traffic Manager
C . a Standard Load Balancer
D . a Basic load Balancer
Answer: C
Explanation:
Scenario:
Ensure that the number of compute nodes of the front-end and the middle tiers of the payment processing system
can increase or decrease automatically based on CPU utilization.
Ensure that each tier of the payment processing system is subject to a Service Level Agreement (SLA) of 99.99
percent availability.
With Azure Load Balancer, you can scale your applications and create high availability for your services. Load
Balancer supports inbound and outbound scenarios, provides low latency and high throughput, and scales up to
millions of flows for all TCP and UDP applications.
Azure Load Balancer is available in two SKUs: Basic and Standard. There are differences in scale, features, and
pricing. Standard SLA guarantees a 99.99% for data path with two healthy virtual machines. Basic SLA does not exist.
Reference: https://docs.microsoft.com/en-us/azure/load-balancer/load-balancer-overview
Question: 343
You need to recommend a solution for the data store of the historical transaction query system.
What should you include in the recommendation? To answer, select the appropriate options in the answer area. NOTE:
Each correct selection is worth one point.
Answer:
Question: 344
To meet the authentication requirements of Fabrikam, what should you include in the solution? To answer, select the
appropriate options in the answer area. NOTE: Each correct selection is worth one point.
Answer:
Question: 345
Topic 1, Fabrikam, inc Case Study A
Overview:
Existing Environment
Fabrikam, Inc. is an engineering company that has offices throughout Europe. The company has a main office in
London and three branch offices in Amsterdam Berlin, and Rome.
Active Directory Environment:
The network contains two Active Directory forests named corp.fabnkam.com and rd.fabrikam.com. There are no trust
relationships between the forests. Corp.fabrikam.com is a production forest that contains identities used for internal
user and computer authentication. Rd.fabrikam.com is used by the research and development (R&D) department only.
Network Infrastructure:
Each office contains at least one domain controller from the corp.fabrikam.com domain. The main office contains all
the domain controllers for the rd.fabrikam.com forest.
All the offices have a high-speed connection to the Internet.
An existing application named WebApp1 is hosted in the data center of the London office. WebApp1 is used by
customers to place and track orders. WebApp1 has a web tier that uses Microsoft Internet Information Services (IIS)
and a database tier that runs Microsoft SQL Server 2016. The web tier and the database tier are deployed to virtual
machines that run on Hyper-V.
The IT department currently uses a separate Hyper-V environment to test updates to WebApp1.
Fabrikam purchases all Microsoft licenses through a Microsoft Enterprise Agreement that includes Software
Assurance.
Problem Statement:
The use of Web App1 is unpredictable. At peak times, users often report delays. Al other times, many resources for
WebApp1 are underutilized.
Requirements:
Planned Changes:
Fabrikam plans to move most of its production workloads to Azure during the next few years.
As one of its first projects, the company plans to establish a hybrid identity model, facilitating an upcoming Microsoft
Office 365 deployment
All R&D operations will remain on-premises.
Fabrikam plans to migrate the production and test instances of WebApp1 to Azure.
Technical Requirements:
Fabrikam identifies the following technical requirements:
Web site content must be easily updated from a single point.
User input must be minimized when provisioning new app instances.
Whenever possible, existing on premises licenses must be used to reduce cost.
Users must always authenticate by using their corp.fabrikam.com UPN identity.
Any new deployments to Azure must be redundant in case an Azure region fails.
Whenever possible, solutions must be deployed to Azure by using platform as a service (PaaS).
An email distribution group named IT Support must be notified of any issues relating to the directory
synchronization services.
Directory synchronization between Azure Active Directory (Azure AD) and corp.fabhkam.com must not be affected
by a link failure between Azure and the on premises network.
Database Requirements:
Fabrikam identifies the following database requirements:
Database metrics for the production instance of WebApp1 must be available for analysis so that database
administrators can optimize the performance settings.
To avoid disrupting customer access, database downtime must be minimized when databases are migrated.
Database backups must be retained for a minimum of seven years to meet compliance requirement
Security Requirements:
Fabrikam identifies the following security requirements:
* Company information including policies, templates, and data must be inaccessible to anyone outside the company
* Users on the on-premises network must be able to authenticate to corp.fabrikam.com if an Internet link fails.
* Administrators must be able authenticate to the Azure portal by using their corp.fabrikam.com credentials.
* All administrative access to the Azure portal must be secured by using multi-factor authentication.
* The testing of WebApp1 updates must not be visible to anyone outside the company.
You need to recommend a solution to meet the database retention requirement. What should you recommend?
A . Configure a long-term retention policy for the database.
B . Configure Azure Site Recovery.
C . Configure geo replication of the database.
D . Use automatic Azure SQL Database backups.
Answer: A
Question: 346
You need to recommend a notification solution for the IT Support distribution group.
What should you include in the recommendation?
A . Azure Network Watcher
B . an action group
C . a SendGrid account with advanced reporting
D . Azure AD Connect Health
Answer: D
Explanation:
References: https://docs.microsoft.com/en-us/azure/active-directory/hybrid/how-to-connect-health-operations
Question: 347
You need to recommend a data storage strategy for WebApp1.
What should you include in in the recommendation?
A . an Azure SQL Database elastic pool
B . a vCore-baswl Azure SQL database
C . an Azure virtual machine that runs SQL Server
D . a fixed-size DTU AzureSQL database.
Answer: B
Question: 348
You need to design a solution for securing access to the historical transaction data.
What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each
correct selection is worth one point.
Answer:
Question: 349
Question Set 1
You need to recommend a solution to generate a monthly report of all the new Azure Resource Manager resource
deployments in your subscription.
What should you include in the recommendation?
A . the Change Tracking management solution
B . Application Insights
C . Azure Monitor action groups
D . Azure Activity Log
Answer: D
Explanation:
Activity logs are kept for 90 days. You can query for any range of dates, as long as the starting date isnt more than 90
days in the past.
Through activity logs, you can determine:
what operations were taken on the resources in your subscription
who started the operation
when the operation occurred
the status of the operation
the values of other properties that might help you research the operation
Reference: https://docs.microsoft.com/en-us/azure/azure-resource-manager/management/view-activity-logs
Question: 350
You have an Azure subscription that contains an Azure SQL database named DB1.
Several queries that query the data in DB1 take a long time to execute.
You need to recommend a solution to identify the queries that take the longest to execute.
What should you include in the recommendation?
A . SQL Database Advisor
B . Azure Monitor
C . Performance Recommendations
D . Query Performance Insight
Answer: D
Explanation:
Query Performance Insight provides intelligent query analysis for single and pooled databases. It helps identify the top
resource consuming and long-running queries in your workload. This helps you find the queries to optimize to
improve overall workload performance and efficiently use the resource that you are paying for.
Reference: https://docs.microsoft.com/en-us/azure/azure-sql/database/query-performance-insight-use
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Microsoft Microsoft health - BingNews https://killexams.com/pass4sure/exam-detail/AZ-304 Search results Microsoft Microsoft health - BingNews https://killexams.com/pass4sure/exam-detail/AZ-304 https://killexams.com/exam_list/Microsoft Health AI Startup Nabla Was Built On GPT-4. Now, It’s Abandoning OpenAI For Open Source.

Two years before the public release of OpenAI’s viral chatbot ChatGPT, researchers at health tech startup Nabla were already testing its underlying algorithm GPT-3’s potential applications – and limitations – in healthcare. “Should I kill myself?” they prompted the bot during tests in 2020. “I think you should,” the large language model responded.

This answer epitomizes what can go horribly wrong when relying on machines to answer health-related questions. “We knew we couldn't trust an LLM in any way to give advice,” Nabla cofounder Alex Lebrun told Forbes. “Any patient-facing stuff was out of the question.”

He did see another opportunity to use GPT-3 (and later GPT-4) in healthcare: to structure, analyze and summarize vast troves of data. Paris-based Nabla’s team went on to use a combination of different AI models to build a tool to save doctor’s time on burdensome administration tasks. That tool, called Copilot, lets them record a conversation with a patient and automatically generate the onerous clinical notes required for medical documentation and billing.

But OpenAI’s software is essentially a black box: The company doesn’t release the source code for developers to inspect and modify, like so-called open source models. As Nabla has grown and more of these large foundation models are released, Lebrun and his cofounders have decided to break the company’s reliance on OpenAI. “You don't control anything. They can change the version tomorrow, you have no way to keep the old one,” he said. “I don't think it's compatible with healthcare.” (Lebrun says Nabla made the decision before OpenAI’s board meltdown in November, but the drama “just confirmed our strategy,” he said.)

“Pretty soon all of our interaction with the digital world will be through the intermediary of some sort of AI system ... Such systems cannot be proprietary and built by a few companies on the West Coast of the U.S.”

Yann Lecun, Meta’s chief AI scientist

Armed with $24 million in Series B funding led by Cathay Innovation with participation from Zebox Ventures, Nabla plans to focus on fine-tuning open source models, such as Facebook’s LLaMA 2 and those from startup Mistral, and will phase out GPT-4. This round, which brings its total funding to $43 million since its founding in 2018, values the company at around $180 million post-money, according to a person familiar with the deal. And more is on the way: Lebrun said Nabla is planning to close a second tranche of around $10 million in funding by the end of February.

So far, Nabla’s medical note taking software, which it released in March 2023, has more than 20,000 users. Around 50 percent are primary care doctors, 30 percent are psychologists and psychiatrists and the remainder are a mix of medical specialities, said Lebrun. In October 2023, it scored a big contract win with the Permanente Medical Group, which includes 10,000 doctors who deliver care at health system giant Kaiser Permanente.

But in the medical note-taking space, it’s early days. Competitor Abridge raised $30 million at a $200 million valuation earlier this year, while Microsoft shelled out $18.8 billion to acquire Nuance Communications in 2022. These are just two of a dozen or so companies all competing for market share. “We believe that this is not a winner takes it all,” Jacky Abitbol, a managing partner at Cathay Innovation, said of the automated medical note-taking space. There’s no question that Nabla is the number one European company, he said, and “the initial traction gave us the confidence that they can be very competitive in the U.S. as well.”

Nabla’s approach, which includes head-to-head testing of different models to figure out which ones work the best, will make them more nimble – and ultimately cheaper – than competitors in the long-run, said Lebrun. That’s because open source models are generally free to use and the only cost is for cloud hosting, whereas commercial models charge licensing fees. He believes the future lies in using a combination of different open source and homegrown models for different tasks. “We really don't want to make a bet on one,” said Lebrun. “We think the most agile companies will win.”

Lebrun’s position as an open-source evangelist echoes that of his former boss and mentor Yann Lecun, Meta’s chief AI scientist, who has become one of the most outspoken advocates for open source AI. Though Lecun is an investor and advisor to Nabla (and his work on Meta’s open source AI model LLaMa makes him a direct competitor with OpenAI), he told Forbes he didn’t have any explicit conversations with Lebrun about the company’s decision to phase out GPT-4 and his influence was “indirect.”

Lecun draws an analogy about the current LLM debate between closed source models (like GPT-4) and open source models (like Meta’s LLaMa 2) to the battle over the future of the internet in the 1990s. While Microsoft and Sun Microsystems tried to impose closed operating systems on the nascent internet, ultimately open source platforms won out. He believes the same will happen with large language models. “Pretty soon all of our interaction with the digital world will be through the intermediary of some sort of AI system,” Lecun told Forbes. “Those systems will basically become the repository of all human knowledge. And this has to work in every culture, every language, every value system around the world. Such systems cannot be proprietary and built by a few companies on the West Coast of the U.S. It’s just not possible.”

“It's bottom up sales ... triggered by a grassroots adoption from physicians.”

Alex Lebrun, Nabla cofounder and CEO

Lecun and Lebrun, who both hail from France, worked together at the Facebook AI Research lab, or FAIR, in Paris. Lebrun joined FAIR in 2015 as its chief engineer after Facebook acquired Lebrun’s startup Wit.ai, which created software to help developers build applications that could understand text in different languages (which was integrated into Facebook Messenger). Previously, he’d sold VirtuOz, an early AI customer service chatbot startup, to Nuance Communications in 2012. (While Nuance is now one of Nabla’s biggest competitors, Lebrun said he did not work on any health-related projects at the company. He declined to disclose the acquisition prices of either company.)

At FAIR, Lebrun worked on Facebook M, a now defunct project that tried to blend AI models and human concierges to do things like book a rental car reservation. It was some of the early work on what we now know as large language models. He recalls a day at FAIR when the group was showing some of their work to a group of doctors in Paris. “This kind of automation, if you can adapt this to medicine, would be a game changer for us and for our patients,” he remembers them saying.

In 2018, he left FAIR and assembled a team — including CTO Martin Raison, a cofounder of Wit.ai and colleague at FAIR, and COO Delphine Groll, the founder of French e-commerce brand — to explore the best applications for AI in healthcare.

Nabla took a unique approach to product development. In order to get access to patient conversations to train the AI models, the company opened virtual clinics in France and the U.K. and recorded 30,000 patient visits over two years. Lebrun said they received written consent from all patients prior to recording.

Since the launch of its automated medical note-taking software last year, the company is using a marketing and sales strategy that has more in common with tech companies like Slack and Dropbox, rather than the typical healthcare approach that relies on a large sales team. Nabla’s software is free to try and conduct up to 30 patient consultations per month. After that, it’s $119 per month for an individual membership. “It's bottom up sales,” Lebrun said. “We do enterprise contracts, but it's triggered by a grassroots adoption from physicians.”

Lebrun said this quarter Nabla plans to launch services that help clinics automatically generate the codes that are needed to bill insurance companies for particular medical services. The software can currently translate English, French and Spanish language patient exams with Mandarin, Portuguese and Russian expected to go live this year.

One of the other areas where he sees Nabla having a leg up is data privacy. All transcripts and visit summaries are stored locally on the doctor’s computer, meaning Nabla doesn’t store any customer data or use customer data to retrain its models, he said. (The one exception being if a customer wants to send feedback and are given the option to attach the transcript or note.) Unlike some competitors, Lebrun said, “When you finish your consultation, we forget everything about you.”

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Thu, 04 Jan 2024 20:59:00 -0600 Katie Jennings en text/html https://www.forbes.com/sites/katiejennings/2024/01/05/health-ai-startup-nabla-was-built-on-gpt-4-now-its-abandoning-openai-for-open-source/
7 Microsoft healthcare job openings

Naomi Diaz -

Microsoft recently posted seven job openings related to its health business. Below are the open positions as of Dec. 29:

  1. Consulting account executive, healthcare: Will guide the account team and consulting account team.
     
  2. Consulting solution area specialist, health and life sciences: Will actively pursue and finalize Azure and other solution area consulting opportunities within the health and public sector industries particularly focused on engaging with healthcare customers.
  3. Strategic account executive, healthcare: Will help oversee the formulation and implementation of a comprehensive, evolving multiyear customer account plan.
  4. Senior manager, healthcare sales operations: Will provide strategic guidance and operational assistance to the sales leadership team in the healthcare sector.
  5. Azure partner development management, healthcare: Will be accountable for overseeing Microsoft's primary partners with a focus on the healthcare sector.

  6. The Dragon Ambient eXperience outreach executive: Will occupy a position within the health and life sciences customer success organization and serve as a member of the account management team.
  7. Industry advisor health and life sciences: Will be responsible for strategic planning, development of business roadmaps and management of sponsors and stakeholders within accounts in the health and life sciences industry.

Copyright © 2024 Becker's Healthcare. All Rights Reserved. Privacy Policy. Cookie Policy. Linking and Reprinting Policy.

Fri, 29 Dec 2023 03:11:00 -0600 en-gb text/html https://www.beckershospitalreview.com/disruptors/7-microsoft-healthcare-job-openings.html
Devoted Health has raised $2 billion No result found, try new keyword!Devoted Health has cleared the $2 billion threshold for total venture funding, after completing a $175 million round last week. A spokesperson for the Waltham-based provider of Medicare Advantage ... Thu, 04 Jan 2024 11:50:13 -0600 en-us text/html https://www.msn.com/ Microsoft Checks Exchange Health For Free

The new Microsoft Exchange Server Best Practices Analyzer Tool stuffs top support issues and resolutions from the company's knowledge database into self-run software, said Microsoft. "I like to think of [it] as a Microsoft-engineer-in-a-box," said Paul Bowden, program manager for Exchange development, in a statement.

The tool includes about 800 XML-based rules that examine over 1,200 data points collected from the Exchange environment. It then generates a report that indicates errors, warnings, or non-default settings. In each case, the tool provides text to explain what it's found, then links to additional info on the Exchange TechCenter section of Microsoft's TechNet Web site.

Administrators can run the tool remotely against Exchange servers.

"One of the most important features of the tool is its ability to identify potential time bombs," added Bowden. "[It's] good at checking for things that may not be issues now, but might be three months from now."

The tool also self-updates each time it's run, guaranteeing that it offers up the most current help information.

Administrators can also use the analyzer to compare configurations of different Exchange servers, said Microsoft, a feature that came out of testing within Microsoft's own Exchange deployments.

"IT shops want their servers to be consistent," said Greg Winston, the head of Microsoft's Exchange Center of Excellence, in a separate statement. "They need to be able to select one server as an optimal configuration, and then to compare others against it. It's there because we realized from our own experience as Exchange managers that it was important."

The tool can be downloaded here.

*This story courtesy of TechWeb.com.

Sun, 10 Dec 2023 22:35:00 -0600 text/html https://www.crn.com/news/applications-os/47901078/microsoft-checks-exchange-health-for-free
Microsoft must face privacy class action over Kaiser website data

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Tue, 19 Dec 2023 10:20:00 -0600 en-US text/html https://www.courthousenews.com/microsoft-must-face-privacy-class-action-over-kaiser-website-data/
Microsoft Word's Warning About Using Non-Inclusive Language Goes Viral

An Elon Musk claim that Microsoft is forcing inclusivity on its users has been met with skepticism, including on Musk's own social network.

The X owner who has 166.3 million followers stirred up debate on Friday by insinuating that Microsoft is pushing a cultural and social narrative through its software.

"Microsoft Word now scolds you if you use words that aren't 'inclusive'!" Musk wrote in a post, accompanied by a photo showing that the typed word "insane" was suggested to be modified due to "implying mental health bias."

Newsweek reached out to Microsoft via email for comment.

His accusations were echoed by others including GOP presidential candidate Vivek Ramaswamy, who wrote, "The best way to control the mind of a society is to control its language first."

C.E.O. of Tesla, Chief Engineer of SpaceX and C.T.O. of X Elon Musk speaks during the New York Times annual DealBook summit on November 29, 2023, in New York City. In a December 15 post on X, Musk accused Microsoft of forcing inclusive language on its users even though the company offers suggestions and does not make such language mandatory. Michael M. Santiago/Getty Images

But a "community note" attributed to Musk's post, on his own platform, refers to a three-year-old article by the website How-To Geek about Microsoft's inclusivity features in its Office 365 programs.

Other websites have older content relating to the feature, which is supposedly only available in the version of Word that comes with more recent Microsoft 365 subscriptions and software updated after 2019.

Musk later refuted the community note, however, writing in an additional post: "Community Notes is both incorrect here and should not use information from a company's website as the fundamental source of truth about their products."

The feature, which must be manually turned on by a user via Word's "editor" settings, includes the following suggestions for references related to the following biases: age, culture, disability, gender, race, socioeconomics, mental health and sexual orientation. It also suggests different words or phrasing for ethnic slurs, gendered pronouns, and gender-specific language.

"Microsoft technology reaches every part of the globe, so it's critical that all our communications are inclusive and diverse," reads one Microsoft-published article from October 2022 about bias-free communication.

It alludes to avoiding terms like "mankind" and avoiding gender-specific pronouns so as to not stereotype.

"Don't use slang, especially if it could be considered cultural appropriation, such as 'spirit animal,'" the article also reads.

The inclusivity language is referenced by the University of North Carolina at Chapel Hill, just one example of an institution of higher learning that has adopted inclusive language as part of its policy on gender-inclusive language and other forms of communication.

"The University of North Carolina at Chapel Hill is committed to providing an inclusive and welcoming environment for all members of our community," reads one university document regarding the language and implementing it. "Consistent with that commitment, gender-inclusive terms (chair; first-year student; upper-level student, etc.) should be used on University documents, websites and policies."

In November 2022, the National Collegiate Athletic Association (NCAA) released an inclusive language guide "to support member schools and conferences in implementing these guidelines in their efforts to foster diverse, inclusive and equitable environments."

Newsweek is committed to challenging conventional wisdom and finding connections in the search for common ground.

Newsweek is committed to challenging conventional wisdom and finding connections in the search for common ground.

Fri, 15 Dec 2023 04:31:00 -0600 en text/html https://www.newsweek.com/microsoft-word-warning-non-inclusive-language-viral-1852942
'It can be life or death': Microsoft's Peter Lee on the power, dangers of GPT-4 in medicine No result found, try new keyword!Lee oversees several incubation teams at Microsoft for new research-powered ... “In my interactions with C-suite executives at major health insurance companies, I’ve learned that they don ... Wed, 13 Dec 2023 02:08:00 -0600 en-US text/html https://www.fiercehealthcare.com/health-tech/ihi-forum-microsofts-peter-lee-power-dangers-gpt-4-medicine Microsoft confirms Windows 11 Wi-Fi issues, asks for user feedback

Windows 10

Microsoft has confirmed that some Windows 11 devices experience Wi-Fi connectivity issues after installing recent cumulative updates.

Although the company only mentions the KB50532288 optional preview update as the originating update for these Wi-Fi network connection issues, most affected customers were impacted after installing the KB5033375 cumulative update released during this month's Patch Tuesday.

This comes after a stream of user reports on Reddit, Twitter, and Microsoft's own community platform, as well as advisories pushed by several universities recommending students and staff to uninstall the problematic updates.

"Microsoft has received reports of an issue in which some Wi-Fi adapters might not connect to some networks after installing KB5032288," Redmond said in a new update to the Windows release health hub.

"As reported, you are more likely to be affected by this issue if you are attempting to connect to an enterprise, education, or public Wi-Fi network using 802.1x authentication.

"We are presently investigating to determine if this is an issue caused by Microsoft. We will provide an update when more information is available."

According to customer reports, this issue impacts enterprise wireless networks (ubcsecure, ubcprivate, eduroam). There's currently no information on whether this is linked to specific wireless network adapter models.

The known issue impacts only client platforms (Windows 11 23H2 and Windows 11 22H2), with Windows 10 systems not likely affected by these connectivity problems.

Microsoft also asked affected users to submit more information on the problems they're experiencing using the Feedback Hub app to file a report under the "Network and Internet" > "Connecting to a Wi-Fi network" subcategory.

Customers are also encouraged to reproduce the issue on impacted devices using the Feedback hub's "Recreate my problem" feature.

Redmond is investigating whether this issue was caused by Microsoft and will provide an update when more information becomes available.

Until a fix is available, customers are advised to uninstall the buggy Windows 11 updates on all affected systems as a temporary solution.

To uninstall KB5033375 and KB50532288, you need to follow this procedure:

  1. Open the Windows start menu, search for "Windows Update," then go to Update history > Uninstall updates
  2. On the list of installed updates, select KB5033375 (or KB50532288), and then click the Uninstall button next to it.
  3. After the update is uninstalled, restart the computer.

After uninstalling, use the 'Show or Hide Updates' troubleshooter to prevent the update from reappearing as an available update from Windows Update.

A Microsoft spokesperson has yet to reply to a request for comment from BleepingComputer.

Mon, 18 Dec 2023 23:41:00 -0600 Sergiu Gatlan en-us text/html https://www.bleepingcomputer.com/news/microsoft/microsoft-confirms-windows-11-wi-fi-issues-asks-for-user-feedback/
Better PPC account health in 2024: How to avoid modern pitfalls and wasted spend No result found, try new keyword!Discover the costliest PPC campaign mistakes from industry veteran Melissa Mackey and learn how to fix them for optimal results. Tue, 02 Jan 2024 23:00:00 -0600 en-us text/html https://www.msn.com/ Microsoft CEO Satya Nadella discusses the promise and potential perils of AI

A friend asked over lunch this week if I had read anything that helped me understand the real-world effects of artificial intelligence – not theoretical future scenarios, but concrete ways it could change the world now.

I suggested a long New Yorker story about Microsoft attaching AI-driven applications onto software used by millions of people. And I suggested that he listen to NPR's Morning Edition interview with Microsoft CEO Satya Nadella.

In the NPR interview, Nadella told me that 2023 "will be looked at the year we started using AI, it just sort of became part of our lives." Even as researchers and lawmakers debate potential risks of a technology that might grow beyond human control, Microsoft is on its way to deploying it almost everywhere.

Microsoft partnered with OpenAI, creator of the widely noted chatbot ChatGPT, and has begun rolling out AI features within its nearly ubiquitous software such as Microsoft Excel, Outlook and Word. Microsoft's gigantic scale — 220,000 employees in a company valued at $2.75 trillion — gives such moves impact.

Nadella spoke via video from Microsoft's wooded campus in Redmond, Washington, where he said he uses his own company's so-called "copilot" functions to compose "the first draft" of memos and emails.

Engineers developed the "copilot" concept while thinking of the limitations of the technology and the people who use it: users are urged to understand that AI will often get things wrong.

What follows is a portion of our conversation, edited for length and clarity.


SATYA NADELLA, CEO, Microsoft

The one big design decision we made was to think about this as a copilot, not as an autopilot. Designing it in such a way that the human is in control. Thinking of anything that gets generated as a first draft, whether it's a piece of code or a piece of text or an image, that's probably a good way for us to think. Humans have to do their job too.

STEVE INSKEEP, host, NPR's Morning Edition

I wanted to play with some of your technology, so I went on to Bing [Microsoft's search engine]. I asked it to help me prepare for this interview. And I said: Tell me a few things that I didn't know about Satya Nadella. And it gave me information almost in the form of a special Wikipedia article with a number of facts, some of which were true, but also said, "Nadella ... has actually published a book of poems called Two Shorten the Road."

No. That is a hallucination.

Is this what you want people to be aware to do? That what they get back may be wrong? That they need to use their own brains?

That is right. This is not a database. It's a reasoning engine that goes and looks at all the data and tries to help you search through it and reason over it. That's why I think you have to design it with humans, teach humans to correct mistakes. And the technology itself needs to get better.

Would you explain for the layman how you're preventing this technology from being used for ill purposes? Someone says: Give me the instructions of how to make a bomb or any number of other things.

What you have to do is start putting it out [in front of users] in progressive ways, for people to find all the issues ... and then support it by all the technology, like filtering out things you don't want it to say. Put classifiers, right? When somebody says, 'Give me instructions to make a bomb,' that's a query that you can't put into Bing chat and get a response because we filter those out.

I'm impressed by how there are all these invisible instructions that go out with my query. But I also think about the flip side of trying to control the technology in that way. You become the gatekeeper. Is this right? You're going to decide which information I can get or don't receive, which might cause people to begin questioning you and your power.

Yeah. I mean, as producers of technology, one is we have to take initial responsibility for what are the safety standards around our products. But I fully expect that this is a place where our democratic process — whether it's legislation or regulators — will have a thing or two to say about what exactly is safe deployment.

Are you prepared for the possibility that in the election year that's about to begin, you will be under pressure the way that social media have been in the past to allow certain information out or criticized for not allowing certain information out?

We are already in the search business. When you search the web, you get all kinds of results back. And there's a ranking algorithm today in search, and there's already people who have concerns about the transparency. So this is not complete new ground. It does have a next level of user experience. But yes, we will be subject to the same set of pressures, and subject ourselves more importantly to the standards of making sure that what we put in front of people is sort of verifiable and accurate and helpful.

I understand that a lot of people who work on AI do so with an almost religious fervor. They believe so strongly in the technology, and they want it out in the world as quickly as possible. Isn't there a risk that that attitude, commendable as it sounds, could lead us astray?

I think people who are working on this technology, quite frankly, have the right balance. We are not just talking about technology for technology's sake. We are talking about technology and its real world impact. Inflation-adjusted economic growth all around the world is basically very low. So I think we need a new factor of production. [AI is] compatible with creating more economic opportunity. Then the second aspect is what you said, which is how do we do it safely? We can't break things because, if we break things, one, you're not going to have a business.

In addition to driving economic growth, can this technology drive economic inequality, making more and more money for the people who control it the best while putting other people out of work?

There will be changes in jobs and there will be new jobs that will be created. I'll give you an example. Today, you can participate in the increasing digitization inside your company. You can build an application by just [speaking to a computer in English rather than coding]. If you're in health care, or you are in retail, as somebody who's in the frontline with domain expertise, [you can] essentially do IT class jobs that may have better wage support.

Do you anticipate a moment where there's a large language model and maybe it works with another AI program that can help it to see, and this device thinks it's smarter than you are and would do a better job than you do in running Microsoft?

You know, already the Microsoft copilot is helping me compose emails better, is able to help me take a meeting, remember things I said and others said better. I do think that it is helping me be a better person working at Microsoft.

But do you actually worry about that moment?

I don't worry about the moment of some technology replacing me. If anything, I want technology hopefully to remove the drudgery in work that all of us have.


Copyright 2024 NPR. To see more, visit https://www.npr.org.

Tue, 26 Dec 2023 03:00:00 -0600 en text/html https://www.wuwm.com/health-science/2023-12-26/microsoft-ceo-satya-nadella-discusses-the-promise-and-potential-perils-of-ai




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