Three Easy Steps to Delivering GenAI Use Cases Faster

If your organization is like many, you have identified numerous generative AI (GenAI) use cases that can positively impact your business. And you’re continuing to discover more.

You’d like to conduct proofs of concept (PoC) for as many use cases as possible. At the same time, you have a limited number of AI-capable developers on your team.

One thing is certain: you don’t want your critical developer resources to be spending time on comparing technology stacks. Rather, their focus needs to be on getting business functionality out to users.

Now, as part of the Dell AI Factory, we’re making it easy to boost AI developer productivity in three easy steps. This approach combines retrieval augmented generation (RAG) on a powerful AI mobile workstation running developer workbench software, with new professional services to make it easy for you to take advantage of this innovative approach. In turn, you’ll deliver more solutions to your business users faster.

Step 1: Start with RAG to Easily Bring AI to Your Data

The first step is to use retrieval-augmented generation, or RAG, to “augment” the language model’s training knowledge by retrieving context-specific data from a vector database. The model combines the retrieved data with its training data to answer the prompt. As an example, a model has been trained on general customer support interactions, which is augmented with a vector database populated from past tickets and cases from a company’s own support history database.

The vector database used in a RAG model is easy to keep up to date with automated processes to regularly load new data, such as new pricing or technical improvements.

Developers have the skills to build RAG PoC projects, whereas data scientists must be added to the team to fine-tune a model. RAG also requires less GPU and CPU memory, storage and compute for inferencing than fine-tuned models.

An additional benefit is that a base model, such as one for a virtual professional assistant, can be applied to multiple use cases by using it with RAG and different vector databases.

Step 2: Add Precision AI-ready Workstations to Make AI Developers More Agile

IT leaders can equip developers with an environment that lets them work quickly with models, vector embedding and RAG. The environment needs to be fast, contain robust developer tools and protect corporate data from outside exposure.

Running GenAI workloads on a powerful workstation creates a dedicated AI developer environment that promotes efficient development, real-time creativity and improved user experiences. Developers have their own sandbox environment for GenAI experiments and PoC projects, with the ability to quickly test variations in model parameters.

Dell Precision AI-ready workstations have powerful, scalable CPUs and the latest professional NVIDIA RTX™ GPUs to meet the demands of GenAI development. They can simplify deployment and development of complex GenAI workloads out of the box, enabling developers and data scientists to customize and deploy LLMs.

When NVIDIA AI Workbench is added to a Precision workstation, developers get a rich set of tools for data science, machine learning and AI project development. AI Workbench streamlines access to popular repositories like Hugging Face and contains tools for RAG retrieval, model customization, inferencing, moving and scaling workloads, automating workflows and much more.

Step 3: Accelerate Your RAG Momentum with Dell Services

Using RAG with a compact language model and vector database simplifies generative AI development projects. Equipping developers with Dell Precision AI-ready workstations with NVIDIA AI Workbench further reduces complexity.

To accelerate your GenAI projects even more, Dell is introducing Accelerator Services for RAG on Precision AI-ready workstations. This service helps customers jumpstart their journey into GenAI.  We provide a ready-to-use mobile lab as a convenient, cost-effective way for customers to explore use cases and improve skills in a low-risk environment. This mobile lab not only enables developers to experiment with and investigate GenAI, but also is an ultra-convenient way to demonstrate the effectiveness and outcomes of GenAI.

Expert consultants will set up a GenAI lab on a mobile Precision workstation and implement a RAG use case with your data. The service includes installation and configuration of NVIDIA AI Workbench. Dell transfers knowledge to your team throughout the process so that each developer is prepared to take on new projects.

Start Exploring Your Use Cases Today

According to IDC, two-thirds of businesses will leverage GenAI and RAG to power domain-specific, self-service knowledge discovery by 2025, improving decision efficiency by 50%.

Dell solution engineering and NVIDIA AI Workbench make it easy to develop GenAI solutions on Dell Precision workstations and then deploy them on a full range of Dell infrastructure—AI servers in the datacenter or at the edge, or in a private cloud.

Experiment with more of your backlog of use cases faster. You’ll deliver solutions to business users sooner, and your AI developers will swiftly ramp up their proficiency.

Source: dell.com

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Connected PCs: Expanding Dell’s Relationship with AT&T

In a world increasingly reliant on seamless connectivity, the need for reliable and secure network access has never been greater. Recognizing this, Dell is teaming up with AT&T to introduce a new promotion aimed at meeting the evolving needs of modern businesses.

Addressing Modern Connectivity Demands

As technology continues to advance, cellular connectivity has become indispensable, particularly in supporting the demands of GenAI use cases and the needs of remote and hybrid workers. According to research conducted by Dell on the GLG platform, there’s a growing expectation that cellular connectivity, especially with the promise of 5G, will play a more significant role in the future. If you require integrating data from distant locations, satellite and cellular connections might be the sole viable choices.

Moreover, connectivity isn’t just essential for individual users; it’s integral to the modern PC experience across various industries. From real estate to construction and professional services, connected PCs are seen as essential tools, enabling seamless communication and collaboration.

However, poor connectivity remains a significant frustration for many employees, ranking among the top three technology challenges in the workplace. With hybrid work becoming the new norm, the demand for reliable connectivity has only intensified. A significant number of companies have embraced a hybrid work model, with most employees favoring a blend of office and remote work arrangements.

Security Concerns in the Age of Hybrid Work

Despite the benefits of connectivity, security concerns loom large, especially in a hybrid work environment. Security breaches and cybercrimes pose significant threats, exacerbated by the increasing reliance on public Wi-Fi networks. Security professionals consistently overlook the fact that their own employees, contractors, and other internal users unknowingly facilitate (though not always intentionally perpetrate) numerous successful network breaches.

The integration of AI further heightens security risks, particularly with sensitive data and cloud-based applications. As AI applications become more pervasive across industries like healthcare, customer service and autonomous vehicles, ensuring data security becomes paramount.

Enhanced Security with Connected PCs

To address these challenges, Dell and AT&T are introducing a carrier promotion that not only enhances connectivity but also prioritizes security. By leveraging encrypted and secure cellular networks, connected PCs offer protection against unauthorized access and cyberattacks. Additionally, these PCs comply with the latest security standards and certifications, providing end-to-end security through Dell’s suite of security solutions.

Seamless Integration and Enhanced Performance

Connected PCs powered by AT&T’s network offer more than just security; they also deliver enhanced performance and a seamless user experience. With high-speed 4G and 5G networks, users can expect low-latency data transmission, supporting the data and computing demands of AI applications. This translates to better support for mobile and hybrid workers, enabling flexible work schedules and instant connectivity without the hassle of tethering or relying on public Wi-Fi networks. Giving priority to 5G as the main connection option in places where wireline alternatives are insufficient or unavailable should be of paramount importance.

The Carrier Referral Program: Simplifying Connectivity

Central to this promotion is the Carrier Referral Program, designed to accelerate the adoption of Connected PCs by simplifying the process of selecting, purchasing and activating carrier data plans. Targeting any commercial customer in the U.S. with a need for remote PC connectivity, the program offers up to a $100 bill credit and discounted monthly rates from AT&T for customers who activate service on eligible plans. Additionally, customers receive concierge support from AT&T to help select the right data plan and facilitate service activation at their convenience. Margaret Rooney-McMillen, AT&T Head of Strategic Partner Sales and Business Solutions VPGM, said, “AT&T is excited about this opportunity with Dell. Secure connectivity is critical to business workers, who are the heart and soul of AT&T business. The concierge service we’ve built to support Dell’s Carrier Referral Program is purpose driven, showcasing customer experience as our highest priority. We’re looking forward to seeing the success of this collaboration.”

Empowering Connectivity for the Future

Dell’s carrier promotion with AT&T represents a significant step forward in empowering connectivity for the future. By addressing the dual needs of reliable network access and robust security, this collaboration promises to redefine the way consumers and businesses experience connectivity. With seamless integration, enhanced performance and dedicated support, Dell and AT&T are committed to making connectivity simpler, safer and more accessible for all.

Source: dell.com

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The Most Manageable Commercial PCs – From Dell

Organizations that manage fleets of commercial PCs know just how difficult a task this can be. Meeting the need to configure and manage devices on a timely basis, while juggling urgent update requests, ensuring compliance and meeting established SLAs can at times turn a “run the business” operation into a full-scale escalation.

The truth is that the PC and the applications used to manage these operations are intrinsically connected. You can’t have secure and reliably operating PCs without regular updates—and that requires having an OEM’s specific updates working smoothly and reliably with your PC management suite and tools.

Dell Technologies employs a holistic approach to its PC management processes to help IT admins better manage updates, monitor their fleets and balance both to minimize the impact to end user productivity. Our perspective is that you need to be able to easily manage Dell devices, lessening your administrative burden. We accomplish this by understanding the capabilities that will help you better manage Dell devices. And we then build these capabilities into our processes for both Dell tools and well-known commercial device management applications.

For instance, Dell provides capabilities thoughtfully designed to work together with applications like Microsoft Intune and Workspace One, while leveraging built-in remote “out of band” management features from Intel vPro. The result of these key integrations is that Dell PCs are the industry’s “most manageable commercial PCs,” benefitting organizations through tested, predictable updates, more easily maintaining device security posture and compliance and providing a built-in capability that allows a device to be tracked down and remotely managed.

For instance, the Dell Trusted Update Experience makes it simple to update endpoints with the latest BIOS, driver and firmware versions.

Dell is the only Top-5 PC vendor that:​

• Publishes a device drivers and downloads release schedule, so IT admins can deploy fleet-wide device-updates on a predictable timeline.
• Performs integrated validation of all driver and BIOS modules in an update. IT admins

Dell’s commercial PC systems management solution, Dell Client Command Suite, has industry-leading integrations with unified endpoint management solutions with Microsoft Intune and Workspace ONE. IT admins can tap into these integrations to further streamline the management of Dell commercial PCs.

With Dell Command | Endpoint Configure for Microsoft Intune, IT admins can:

• Securely configure BIOS settings, on a fleet of Dell commercial PCs, natively in Microsoft Intune.
• Configure unique per-device BIOS passwords, on a fleet of Dell commercial PCs, natively in Microsoft Intune.

With Dell Client Command Suite’s integration with Workspace ONE, IT admins can securely manage BIOS, firmware, OS and system updates—from the cloud.

And with Dell Command | Intel vPro Out of Band, IT admins can remotely manage systems, even when out-of-band—where the system is offline or has an inaccessible operating system.

By offering a unique, simplified and reliable BIOS, driver and firmware version update process, and with industry-leading third-party systems management solution integrations, Dell commercial PCs are designed to be the most manageable commercial PCs. Organizations benefit from PCs that are easier to manage, more secure and more predictable—with less risk of employee work interruption.

Source: dell.com

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Dell Technologies Powering Creativity from Studio to Screen

When I mention to people that I’m gearing up to attend the National Association of Broadcasters event in Las Vegas with the Dell media and entertainment team, I always receive a lot of interest in how Dell Technologies supports this exciting industry. You may be surprised to learn that Dell Technologies has been helping major film studios, broadcasters and game developers create their media for years. Dell’s longstanding and proven reliability has positioned us being a highly regarded and trusted industry brand.

Over the years, Dell has been committed to driving innovation within their technology portfolio, from workstations to displays, as well as partnering with other industry leaders like NVIDIA and AMD to enable creatives to do their best work. An example of this is the incredible work produced by Orbital Studios using the Dell Precision Workstations. Check out the recent video Orbital produced discussing the role technology played in their recent efficiency gains.

As part of the storage team for Dell, we get to work on helping customers with processing and managing massive amounts of data. Storage has always been important for artist workflows like video edit, broadcast, visual effects and animation for films and episodic television, but newer workflows like AI, virtual production and game engine technology have emerged on the scene and are making storage, particularly all-flash storage, like Dell PowerScale, extremely valuable to accelerating workflows.

Generative AI (GenAI), fueled by machine learning algorithms, is shifting the paradigm across industries. But in the media and entertainment realm, this technology enhances creativity and amplifies human potential by allowing creators to fine-tune their vision, from generating realistic human faces to crafting entire landscapes. Filmmakers can now utilize GenAI to streamline pre-production processes such as concept art creation and storyboarding. Additionally, it opens up new avenues for procedural content generation in video games, enabling vast and dynamic virtual worlds. Still, other AI applications are worthy of more than an honorable mention because they’re creating dramatic efficiency gains, particularly in repetitive tasks, like rotoscoping.

Another interesting advancement for the industry is virtual production. Virtual production has revolutionized the filmmaking process, blurring the lines between physical sets and digital environments. By integrating real-time rendering technology with traditional filmmaking techniques, directors can visualize scenes in virtual environments, saving time and resources during production. From capturing complex visual effects to exploring alternative camera angles on the fly, virtual production empowers filmmakers to unleash their creativity like never before.

And then we have game engines, which have long been at the forefront of interactive entertainment, powering everything from AAA video games to immersive virtual reality experiences. However, their versatility extends beyond gaming, with applications in film, television, and advertising. By leveraging game engines like Unreal Engine and Unity, content creators can prototype, visualize and iterate on their ideas in real-time, facilitating collaboration and experimentation throughout the creative process.

These technology advancements are ultimately allowing media and entertainment companies to take audiences to new levels. Consider the latest Avatar or Mad Max movies as prime examples of how a studio can leverage these next-gen practices to break the ceiling on immersive storytelling. I’m filled with wonder considering the possibility of what broadcasting, movies and gaming will look like in the near and distant future. The possibilities stretch past the reaches of my mind.

That said, the computational demands of these innovative workflows are substantial. Processing enormous datasets and, in the instance of AI, training complex neural networks, requires powerful infrastructure. This is where PowerScale comes into play and why I’m so excited to join this incredible team. PowerScale offers a scalable architecture and the high-performance processing power needed to efficiently tackle large-scale media and entertainment workloads.

As you might imagine, I can become quite long-winded given the opportunity to talk about how Dell is helping to drive innovation in the entertainment space, but I know my enthusiasm is ultimately understood. Enabling creatives to push the boundaries of their imagination elevates our collective entertainment experiences to new and exciting levels. And who doesn’t want more of that?

Source: dell.com

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Harnessing NVIDIA Tools for Developers with Precision AI-Ready Workstations

In the rapidly evolving field of AI and machine learning, there’s a growing need for tools that can enhance efficiency and effectiveness in the development process. With LLMs being an essential component of GenAI, enterprises are looking for an easy button to integrate models into their day-to-day workflows.

Dell Precision AI-ready workstations, in combination with the NVIDIA AI Workbench enterprise-ready toolkit—recently made generally available at NVIDIA GTC—represent a powerful solution to address the challenges developers face in setting up, managing and scaling their AI projects and play an integral role in the newly announced Dell AI Factory with NVIDIA.

Key Challenges

AI developers and data scientists encounter various challenges that impede model development and collaboration, hampering efforts in model creation, customization and training. A few of the key challenges include:

• Hardware setup. Configuring hardware for deep learning and GenAI tasks is typically intricate and technical, involving multiple steps that consume developers’ time and resources, diverting their focus from actual model development.
• Portability freedom. Achieving the flexibility to migrate developments and workloads to different locations requires substantial effort and technical proficiency. Challenges encountered on the source machine may resurface on the target, particularly if the environment is different. Dependencies and variables play a crucial role in determining how projects perform across diverse environments.
• Workflow management. Identifying, installing and managing elements of AI workflows requires many cycles. Developers are faced with manually tracking project elements, and the lack of automation and user-friendly interfaces impact productivity.

NVIDIA Tools for Developers

NVIDIA provides a rich ecosystem of tools through NVIDIA AI Enterprise, available today through Dell—an end-to-end software platform designed to accelerate data science pipelines and simplify the development and deployment of AI applications. With best-in-class development tools, frameworks and pre-trained models, enterprises using NVIDIA AI Enterprise software can seamlessly move from pilot phases to full-scale production. New NVIDIA microservices, including NVIDIA NIM for inference and NeMo Retriever for retrieval-augmented generation, or RAG, are supported on Dell Precision AI-ready workstations, giving developers incredible flexibility in building and running production-grade enterprise AI. This capability, paired with Precision workstations, is extremely effective in developing, testing and collaborating on AI projects within the Dell AI Factory with NVIDIA. AI Enterprise can seamlessly move from the Precision on the desktop to PowerScale AI servers in the data center or private cloud, and easily scale to full production.

In addition, the newly announced general availability of NVIDIA AI Workbench addresses developer challenges by providing a platform for reproducibility and portability. GenAI developers and data scientists can fine-tune, customize and deploy large language models across GPU-enabled environments. Whether users are starting locally on an NVIDIA RTX-powered workstation or scaling out to a data center or cloud instance via NVIDIA AI Enterprise, AI Workbench streamlines selecting foundation models, building the project environment and fine-tuning these models with domain-specific data. By removing the complexity of technical tasks that may confound experts or hinder novices, AI Workbench makes AI development accessible to every software coder. The platform offers several features and benefits:

◉ Easy setup. AI Workbench streamlines the setup and configuration of GPU-accelerated hardware, automating software and driver installation which allows for optimal Jupyter Notebook setup for workstations.

◉ Automation. The platform automates workflows across infrastructure, from deskside to data center technology environments, including multicloud, enabling developers to reproduce, collaborate and easily port their work anywhere to any platform, for optimal scale, speed and cost.

◉ Greater productivity. By automating installation and streamlining access to popular repositories like Hugging Face, GitHub and NVIDIA NGC, developers can focus on execution and manage interactive project workflows across the enterprise development environment.

Powering AI Development

Dell Precision AI-ready workstations equipped with NVIDIA RTX™ professional GPUs and paired with NVIDIA AI Workbench play a critical role in AI infrastructures. Workstations provide an ideal foundation for developing and deploying AI models locally. As the world’s number one workstation brand, Precision workstations offer a comprehensive selection of AI-ready devices, allowing businesses to capitalize on opportunities to drive innovation. Precision workstation platforms, from mobile to tower form factors, provide several key advantages:

• Simplified. Precision workstations simplify the AI journey by enabling software developers and data scientists to prototype, develop and fine-tune GenAI models locally on the device.
• Local environment and control. Within a sandbox environment, developers have full control over the configuration and resources, allowing for easy customization and upgrades. This provides for predictability, which is crucial for informed decision-making and builds confidence in the AI models.
• Tailored and scalable. Depending on the requirements for GenAI workloads, workstations can be designed and configured to support up to four NVIDIA RTX Ada Generation GPUs in a single unit, such as the Precision 7960 Tower. This provides users with substantial performance across their AI projects and streamlines both training and development phases.
• Trusted. Running AI workloads at the deskside allows for data to stay on-premises, providing greater control over data access and minimizing the potential exposure of proprietary information.

Partnering for Success

Dell Technologies, in collaboration with NVIDIA, is at the forefront of AI, providing the technology that makes tomorrow possible, today. Together, NVIDIA AI Workbench and Dell Precision AI-ready workstations unlock a new array of tools and resources that are designed to expedite the AI journey from deskside to data center.

Source: dell.com

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Empowering AI: The Critical Role of Dell Connected PCs

In the era of artificial intelligence and machine learning, the demand for enhanced computing power and connectivity options is more urgent than ever. Dell Connected PCs play a pivotal role, offering a robust foundation for AI systems. This blog post explores the essential elements that make Connected PCs indispensable in the age of AI, focusing on the benefits of staying connected while utilizing advanced AI tools.

Bringing AI-level Productivity to Everywhere Work

Connected PCs seamlessly marry the convenience of smartphone-like connectivity with the robust capabilities of personal computers, thanks to the integration of mobile broadband modules. This integration ensures a secure and high-speed connection to both 4G and 5G cellular networks, providing users with a reliable link even when operating beyond the confines of trusted Wi-Fi networks.

The embedded mobile broadband not only facilitates efficient data transfer for AI applications, but it also guarantees a seamless user experience by enabling access to the power of AI tools like Microsoft 365 Copilot regardless of location. This connectivity paradigm empowers users to stay productive and engaged with advanced AI functionalities, ensuring the benefits of local processing and rapid data transfer extend to a truly mobile and interconnected work environment.

Microsoft Copilot, integrated into Microsoft 365, combines the power of large language models with data in Microsoft Graph and Microsoft 365 apps. This integration turns words into a powerful productivity tool, enhancing creativity, unlocking productivity and upleveling skills.

With Copilot, staying connected is more than a necessity—it’s a catalyst for transformative work in Microsoft applications. Whether that’s jump-starting the creative process in Word, creating beautiful presentations with simple prompts in PowerPoint or enabling quick analysis of trends in Excel, being able to rely on a stable and secure internet connection whenever work is being done is essential to effectively utilize tools like Copilot.

When paired with advanced AI tools like Microsoft 365 Copilot, Connected PCs become indispensable assets for modernizing the workplace. The combination of high-speed data transfer, improved reliability and seamless integration with AI tools positions Connected PCs as the driving force behind the next wave of innovation.

Source: dell.com

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A Guide to Mobile Broadband and PC Connectivity Options

In the dynamic landscape of mobile connectivity, choosing the right broadband option for your PC is critical to ensure a seamless and productive digital experience. In this guide, we’ll explore and compare the strengths and limitations of different mobile broadband options, including 4G LTE, 5G and traditional Wi-Fi, empowering informed decision making when choosing Dell Connected PCs, based on their unique needs.

4G LTE: Riding the Fourth Generation Wave

Introduced to the market as the fourth-generation wireless technology, 4G revolutionized mobile communication by delivering faster internet speeds and improved data transfer rates for mobile devices. Its launch marked a significant advancement over 3G, providing seamless multimedia streaming, quicker downloads and enhanced mobile communication experiences. Today, it continues to be widely used and popular globally for mobile communication.

Strengths:

• Proven reliability. 4G LTE has been a stalwart in the mobile connectivity arena, offering reliable and consistent internet speeds.
• Widespread coverage. 4G networks are well-established globally, providing broad coverage in urban and suburban areas.
• Mature technology. With years of refinement, 4G LTE is a mature technology that balances speed and efficiency.

Limitations:

• Speed variability. While generally fast, actual 4G speeds can vary based on network congestion and geographical location.
• Upgradability. As newer technologies like 5G emerge, 4G LTE may eventually face limitations in meeting the growing demand for higher speeds and lower latency.

5G: Surfing the Fifth Generation Wave

5G, the fifth-generation wireless technology, represents the latest evolution in mobile communications standards, offering even faster internet speeds and significantly improved data transfer capabilities for mobile devices. Introduced to the market as a successor to 4G, 5G brings unprecedented advancements, enabling ultra-fast downloads and low-latency communication, and supporting the widespread connectivity of emerging technologies like the Internet of Things (IoT).

Strengths:

• Blazing speeds. 5G promises significantly faster speeds, enabling high-bandwidth applications like augmented reality and 4K video streaming.
• Low latency. With reduced latency, 5G enhances real-time communication, making it ideal for online gaming and video conferencing.
• Capacity for many devices. 5G networks are designed to accommodate a vast number of connected devices simultaneously.

Limitations:

• Limited coverage. While expanding rapidly, 5G coverage may be limited in certain regions, especially rural areas.
• Device compatibility. Not all PCs are equipped with 5G modems, so users should ensure device compatibility before opting for this technology.

Wi-Fi: The Time-Tested Connection

Wi-Fi, short for Wireless Fidelity, is a technology that enables wireless networking by allowing devices to connect to the internet and communicate with each other using radio waves. Widely adopted for its convenience, Wi-Fi provides users with the flexibility to access high-speed internet wirelessly, fostering seamless connectivity for various devices, and is traditionally the way most PCs access the internet.

Strengths:

• Ubiquity. Wi-Fi is widely available, with most urban areas, offices and homes providing access.
• Cost effectiveness. Many locations offer free or affordable Wi-Fi access, reducing reliance on cellular data plans.
• Ease of use. Connecting to Wi-Fi is straightforward and requires minimal setup.

Limitations:

• Dependency on infrastructure. Wi-Fi availability is contingent on the presence of routers and access points.
• Password requirement. Requirement to get a password to access the network which might include fees and/or registration.
• Variable network speed and range. Network speed and range depends on version of Wi-Fi available and number of concurrent connected users.
• Security concerns. Public Wi-Fi networks can pose security risks, requiring users to exercise caution when accessing sensitive information.

Making an Informed Decision

Choosing the right mobile broadband option for your PC involves considering your usage patterns, location and the level of performance required. Whether you opt for the reliability of 4G LTE, the cutting-edge capabilities of 5G or the convenience of Wi-Fi, understanding the strengths and limitations of each technology will guide you toward a more informed decision. As we ride the waves of connectivity, the key is to find the right option that aligns with your specific needs and propels your digital experience to new heights.

Source: dell.com

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How to Run Quantized AI Models on Precision Workstations

Generative AI (GenAI) has crashed the world of computing, and our customers want to start working with large language models (LLMs) to develop innovative new capabilities to drive productivity, efficiency and innovation in their companies. Dell Technologies has the world’s broadest AI infrastructure portfolio that spans from cloud to client devices, all in one place—providing end-to-end AI solutions and services designed to meet customers wherever they are in their AI journey. Dell also offers hardware solutions engineered to support AI workloads, from workstation PCs (mobile and fixed) to servers for high-performance computing, data storage, cloud native software-defined infrastructure, networking switches, data protection, HCI and services. But one of the biggest questions from our customers is how to determine whether a PC can work effectively with a particular LLM. We’ll try to help answer that question and provide some guidance on configuration choices that users should consider when working with GenAI.

First, consider some basics on what is helpful to handle an LLM in a PC. While AI routines can be processed in the CPU or a new class of dedicated AI circuitry called an NPU, NVIDIA RTX GPUs currently hold the pole position for AI processing in PCs with dedicated circuits called Tensor cores. RTX Tensor cores are designed to enable mixed precision mathematical computing that is at the heart of AI processing. But performing the math is only part of the story, LLMs have the additional consideration of available memory space given their potential memory footprint. To maximize performance of AI in the GPU, you want the LLM processing to fit into the GPU VRAM. NVIDIA’s line of GPUs is scalable across both the mobile and fixed workstation offerings to provide options for the number of Tensor cores and GPU VRAM, so a system can be easily sized to fit. Keep in mind that some fixed workstations can host multiple GPUs expanding capacities even further.

There are an increasing number and variety of LLMs coming onto the market, but one of the most important considerations for determining hardware requirements is the parameter size of the LLM selected. Take Meta AI’s Llama-2 LLM. It is available in three different parameter sizes—seven, 13 and 70 billion parameters. Generally, with higher parameter sizes, one can expect greater accuracy from the LLM and greater applicability for general knowledge applications.

Whether a customer’s goal is to take the foundation model and run it as is for inferencing or to adapt it to their specific use case and data, they need to be aware of the demands the LLM will put on the machine and how to best manage the model. Developing and training a model against a specific use case using customer-specific data is where customers have seen the greatest innovation and return on their AI projects. The largest parameter size models can come with extreme performance requirements for the machine when developing new features and applications with the LLMs, so data scientists have developed approaches that help reduce the processing overhead and manage the accuracy of the LLM output simultaneously.

Quantization is one of those approaches. It is a technique used to reduce the size of LLMs by modifying the math precision of their internal parameters (i.e., weights). Reducing the bit precision has two impacts to the LLM, reducing the processing footprint and memory requirements and also impacting the output accuracy of the LLM. Quantization can be viewed as analogous to JPEG image compression where applying more compression can create more efficient images, but applying too much compression can create images that may not be legible for some use cases.

Let’s look at an example of how quantizing an LLM can reduce the required GPU memory.

To put this into practical terms, customers who want to run the Llama-2 model quantized at 4-bit precision have a range of choices in the Dell Precision workstation range.

Running at higher precision (BF16) ramps the requirements, but Dell has solutions that can serve any size LLM and whatever precision needed.

Given the potential impacts to output accuracy, another technique called fine-tuning can improve accuracy by retraining a subset of the LLM’s parameters on your specific data to improve the output accuracy for a specific use case. Fine-tuning adjusts the weight of some parameters trained and can accelerate the training process and improve output accuracy. Combining fine-tuning with quantization can result in application-specific small language models that are ideal to deploy to a broader range of devices with even lower AI processing power requirements. Again, a developer who wants to fine-tune an LLM can be confident using Precision workstations as a sandbox in that process for building GenAI solutions.

Another technique to manage the output quality of LLMs is a technique called Retrieval-Augmented Generation (RAG). This approach provides up-to-date information in contrast to conventional AI training techniques, which are static and dated by the information used when they were trained. RAG creates a dynamic connection between the LLM and relevant information from authoritative, pre-determined knowledge sources. Using RAG, organizations have greater control over the generated output, and users have better understanding of how the LLM generates the response.

These various techniques in working with LLMs are not mutually exclusive and often deliver greater performance efficiency and accuracy when combined and integrated.

In summary, there are key decisions regarding the size of the LLM and which techniques can best inform the configuration of the computing system needed to work effectively with LLMs. Dell Technologies is confident that whatever direction our customers want to take on their AI journey, we have solutions, from desktop to data center, to support them.

Source: dell.com

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Revolutionizing AI Development with Dell Precision AI-ready Workstations

In recent years, AI has revolutionized the world of software development. Many developers and enterprises eagerly looking to jumpstart AI development and incorporate AI experiences into their apps certainly face some challenges. To effectively kickstart generative AI (GenAI) development, developers need a robust hardware solution and an AI software development environment that makes setting up AI projects simple. In this blog post, we will delve into the reasons why workstations, such as Dell Technologies Precision, combined with the right development tools, like Microsoft’s recently announced Windows AI Studio, are the ideal choice for AI software development and how they can enhance the coding experience, productivity and innovation for developers.

Unparalleled Computational Performance

Developers who want to build AI functionality into their apps need the right software and hardware environment. They may need extra performance and power for AI processing. If a developer wants to enter the world of generative AI, it can present even larger processing demands. Workstations are designed with high-performance CPUs and GPUs that excel at handling complex AI workloads. The combination of powerful processors and dedicated GPUs enables developers to work across all AI domains from machine learning (ML) to deep learning and GenAI.

Optimized GPU Support

Workstations come equipped with top-of-the-line GPUs designed to handle AI tasks with ease. These specialized GPUs offer immense parallel processing capabilities and AI-specific circuitry. Developers can leverage these GPUs today to run cutting-edge transformer models like DALLE 2.0, Stable Diffusion and NVIDIA’s NeMo that are pre-optimized for Windows. Many workstations support multiple GPUs for scalable AI acceleration. For example, the Dell Precision 7960 Tower can support up to four NVIDIA RTX™ 6000 Ada Generation GPUs that provide 80% higher AI processing power than the previous generation and a whopping 48GB VRAM per GPU—one of the most critical factors in handling GenAI large language models (LLM).

Enhanced Memory and Storage

AI development based on LLMs requires significant memory to store and process vast amounts of data. Workstations boast generous maximum RAM capacities, allowing developers to privately run LLMs like Meta’s Llama 2 alongside resource-intensive development environments without any slowdowns. Additionally, high-speed storage options, such as NVMe SSDs, enable quick data access and loading of large AI training data, further boosting development speed.

Multitasking Capabilities

Software development often requires developers to work with multiple applications and tools simultaneously. Workstations are designed to handle multitasking with ease, enabling developers to run resource-intensive integrated development environments (IDEs) and build systems and AI frameworks simultaneously without any performance bottlenecks. This capability empowers developers to streamline their workflow and switch between tasks seamlessly.

Windows AI Studio for AI Development

Workstation hardware alone will not deliver a productive AI development environment. Developers need the right software environment too. They want to start coding their projects as fast as possible, while getting all the necessary elements for an AI project. Having them tuned for their development platform has not been a simple task, especially for data scientists. Microsoft is working to enable every Windows developer to be an AI developer by introducing Windows AI Studio as a VS Code extension.

Microsoft wants to make it simple for developers new to AI to get up and running. At the same time, Microsoft wants to enable veteran ML engineers and data scientists to just focus on their model optimizations by bringing together all the cutting-edge tools in one place, locally on their Windows machines. Windows AI Studio helps jumpstart GenAI development by bringing together cutting-edge AI development tools, including the Olive toolchain, the Azure AI model catalog and a set of scenario templates that developers can adapt to meet their needs—all in one place.

Microsoft Windows AI Studio on a Dell Precision 7680 laptop.

Windows is an ideal platform for developers to start with GenAI development, offering Linux compatibility through WSL, tools like VS Code, support for frameworks like PyTorch and CUDA and Windows AI Studio coming soon.

Scalability and Futureproofing

The landscape of AI and software development is ever evolving. As AI apps and features continue to improve and update, developers need hardware and development tools that can keep up with the advancements. Workstations, such as Dell Precision, offer scalability, enabling developers to upgrade components like CPUs, GPUs and memory to meet the growing demands of LLMs and other AI software development tools. Investing in a powerful workstation ensures developers remain future-proofed and ready for the next generation of AI-powered software development such as Windows AI Studio. By choosing workstations and Windows AI Studio, developers can maximize their productivity, innovate faster and stay at the forefront of AI-powered software development.

Source: dell.com

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Meet Dell’s Newest Workstation, Featuring 96 Cores

I’m a big believer that the workstation industry has always been fast-paced and exciting. We’ve had a front row seat for more than 25 years helping creators, engineers, architects, researchers and more bring their ideas to life and make an impact on the world. Workstations have played a critical role here, viewed as a necessary tool to make the impossible possible. Now the world is buzzing with AI and generative AI (GenAI), and workstations are in the spotlight in a different way.

New Dell Technologies research shows that 65 to 75% of organizations are already reporting quantified outcomes with GenAI initiatives. As a result, approximately three-fourths of organizations are identifying incremental funding to support GenAI initiatives. This is consistent with the interest that we’re seeing with workstations. Our Dell Precision workstations are no longer just tools, they’re the engines of innovation. They let companies develop and fine-tune complex GenAI models locally before deploying them at scale.

As the global leader in workstations, our Precision portfolio caters to the diverse needs of professionals. Whether running GPU- or CPU-intensive workloads, Precision means performance, reliability, scalability and innovation.

That’s why we’re especially excited to introduce the new Precision 7875 Tower featuring AMD Ryzen™ Threadripper™ PRO 7000 WX-Series processors. It’s Dell’s most scalable and powerful AMD processor-based workstation ever.

Built for It All

Designed for engineers, architects, creatives and product designers, the Precision 7875 Tower is a multithreaded computing workstation for demanding professional applications. Users can power it all. It supports AI initiatives with massive datasets, to graphical design and virtual reality. With up to 96 cores, the Precision 7875 Tower has the most cores of any single socket Dell Precision workstation.

The Precision 7875 Tower is a performance powerhouse. With its high CPU core count, users can scale the device to handle large changes in workloads or demands. The workstation can support a variety of AI functions, such as model training, GenAI, machine learning and more. It is also a flexible option for a variety of high-end creative applications, including rendering, film production, design analysis, simulation and architecture, engineering and construction (AEC) visualization.

Customers across industries are using Precision workstations to power creative projects. Whether you’re an architect designing an apartment complex or an animator creating for the next feature film, Dell Precision workstations provide powerful and reliable options for all types of intensive workloads.

“As an AI center on the forefront of medical innovation, we understand the critical role that technology plays. It’s the unseen partner in healthcare that analyzes the vast volumes of data within our technology space that will lead us to research enhancements that can ultimately enhance patient outcomes,” said Dr. Hooman Rashidi, Director of PLMI’s Center for AI & Data Science at Cleveland Clinic. “Dell Precision workstations provide us with the performance and reliability we need for our AI model building and tuning needs. This is a major part of the technology backbone that’s required as we help advance AI within our medical research.”

Packed with Innovation

We are always looking to evolve our workstation design to deliver more performance. The Precision 7875 Tower introduces a taller and deeper chassis than the previous generation. The purposeful build allows for more air space to cool the processor and now a sixth PCIe slot for increased expandability options. For the first time in Precision towers, the system features an integrated Wi-Fi slot, instead of taking the space of a PCIe slot. Users have more flexibility to take advantage of the machine for their specific workload needs and environments.

With a choice of professional graphics options (up to two 48GB AMD Radeon™ PRO W7900 or up to two 48GB NVIDIA RTX™ 6000 Ada Generation GPUs), up to 56TB of storage and 2TB of DDR5 memory, and support for NVIDIA AI Enterprise, the Precision 7875 Tower features top capabilities for intensive workloads.

We’ve also incorporated advanced reliability and security to protect confidential data. The Trusted Platform Module (TPM) 2.0, self-encrypting drives and lockable chassis design with intrusion detection provide the tools to keep customer projects secure.

There’s no better time to innovate and expand our Precision portfolio. As we learn more about the opportunities of AI and GenAI, our workstations will remain at the forefront to meet customer needs. The Dell Precision 7875 Tower will be available globally on December 5 with prices announced closer to shipping.

Source: dell.com

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Fine-Tuning Creativity with Precision AI-Ready Workstations

The rapid advancements in artificial intelligence over the past few months are remarkable, and staying ahead in this dynamic environment is crucial. The rise of generative AI (GenAI) has companies trying to create value from a technology that is evolving daily.

A critical phase in the GenAI lifecycle is model fine-tuning. Due to its seamlessness and efficiency, this transformative technique has gained popularity among data scientists, independent software vendor (ISV) developers and creators, as it levels the playing field in innovation. It allows exploration of new horizons of possibility, experimentation with novel approaches and breathes life into the boldest AI visions.

Model fine-tuning involves taking a pre-trained neural network model and training it with domain-specific data, enabling it to perform a specific task or generate content tailored to a particular domain or to an individual’s own work. Fine-tuning allows someone with little background in coding to leverage the knowledge and features learned by a pre-trained model and customize it according to a specific use case.

Unleashing Creativity through Fine-tuning

In a world where AI applications are becoming increasingly diverse and nuanced, the ability to fine-tune GenAI models at your workstation is a game-changer. 3D Artist and Workflow Specialist Ashlee Martino-Tarr from NVIDIA used Dell Technologies’ Precision AI-ready workstations to fine-tune an existing GenAI model, modifying it on concepts in her vision for designing futuristic cars.

“I was working with another designer, and we took his 3D renderings and 2D sketches and trained an AI network to allow us to design and create around the likeness of that design theme. GenAI can show us renders of the design in different colors and see it from different angles, creating iterations that would have taken hours to draw and manifest,” Martino-Tarr said.

GenAI fine-tuning accelerated Martino-Tarr’s design project—what used to be the manual process of sketching and coloring numerous design iterations has now been automated.

“This fine-tuned model also allowed us to improve the design by inputting more sketches into the AI model. The model then further understands the artist’s style and can modify some parts accordingly. We also use it as an ideation tool and train it to specific rules and boundaries—this is especially important when generating a different car every time because you might build things that are off balance and have precise parameters in height, width, and aerodynamics,” she said.

The success of this process hinges significantly on choosing the right solution—not just selecting the right hardware but also the right-sized dimensions needed to support and power your AI initiative. Model fine-tuning requires significant computational power, memory and efficiency. And more than anything, it requires a balanced system.

For this specific design project, Martino-Tarr used a Dell Precision 5860 AI-ready workstation powered by an Intel (R) Xeon processor and an NVIDIA RTX 6000 Ada Generation GPU with 48GB VRAM.

“It really comes down to your system and what’s in your system—because at the end of the day, if you do not have enough power, memory or storage, then you’d have to cut corners on your project. My Precision workstation and NVIDIA RTX GPU setup help generate images faster and work consistently with GenAI” she said.

Built for Innovation

As the world’s top workstation brand, Precision workstations have long been popular with AI developers, data scientists and creators, as it offers a comprehensive selection of AI-ready devices, providing the tools they need to prototype, develop and optimize AI and GenAI models locally and securely. Fine-tuning workloads on Precision workstations allows for cost-effective experimentation and calibration, ensuring users can refine their projects and accelerate the iterative process without excessive expenses.

Source: dell.com

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GenAI and the PC Revolution

Three years ago, we talked about the Renaissance of the PC. While the PC has always helped us connect and collaborate, in 2020, at the height of work-from-home and virtual learning, we saw just how critical the PC is to all aspects of our lives. It was at that time we laid out our vision for the future, outlined where our investments were going and predicted how the PC-human experience would evolve.

Now, we have another pivotal moment at our fingertips. This time it’s with generative AI (GenAI). The advances we’ll see from GenAI will compare to the introduction of the PC 40 years ago when it brought unseen levels of productivity to the world. But what exactly does this mean for the future of the PC? How will GenAI shape the PC-human experience?

First, the Here and Now

To understand the future opportunities of AI, let’s first look at where we have been and where we are today. Chances are you’ve been using some type of AI in your daily life already (let’s not forget AI and machine learning have been around for a while). We saw the opportunity for PCs to help drive human productivity and became an early AI adopter, making our PCs more intelligent, self-aware and user aware.

For example, with Dell Optimizer, the software uses AI to automatically configure itself to make you more productive by doing things such as running apps faster, preserving battery life and blocking out unwanted background noise on conference calls. This is why we can proudly say we have the world’s most intelligent commercial PCs.

As the power of the PC increases, so does its ability to have a hand in developing GenAI. Our Dell Precision workstations support GPU and multi-GPU acceleration, CPU multi-threading and more. All this power helps app developers train large AI models anywhere from five-million to 500-million parameters locally on the device—to prepare, develop, prototype and deploy GenAI models.

The Opportunities of GenAI – Near Term

GenAI will influence how we live and work. While there’s still a lot to imagine, AI-enabled PCs are increasingly becoming part of this discussion. We saw how GenAI will unlock new levels of productivity with the recent announcement of Microsoft Copilot. Demo after demo, we observed how we can collate and create information faster than ever before. This puts ideas at the center, letting you shift your time to creativity, problem-solving and innovation.

We’re working closely with Microsoft as it rolls out new Copilot in Windows (in preview). Windows 11 users can start realizing these benefits today. But we won’t stop there. You’ll see us focused on being the leading PC provider for the AI era, with additional emphasis and investments centered around intelligence, security and being a trusted end-to-end AI advisor.

Then, as we ask our devices to do more, it will require PCs that use language modeling, language processing and machine learning capabilities to improve the user experience. These experiences bring a lot of efficiencies like cost effectiveness, improved privacy and security, reduced latency and sustainability benefits. It will also require a new architecture that doesn’t purely rely on the CPU or GPU for processing. We’re actively working with partners throughout the industry to make this new architecture a reality. We can’t wait to show you more.

The Possibilities of GenAI – Long Term

Looking beyond the next few years, we see your future PC as a true digital partner. PCs will move beyond driving human productivity to driving human performance. This will require you to reimagine how you work with the familiar laptop and desktop of today.

For example, instead of mostly command-and-control interactions driven by you typing on a keyboard, there will be additional non-text-based ways to prompt technology to have a bi-directional experience between humans and PCs. Imagine a future where you can collaborate or co-create with voice, visual commands and gestures. Envision allowing your PC to interpret your mood, facial expression, tone of voice or even a change in the way you type for a much richer experience that delivers the result you are looking for, how you will best receive it. Your PC experience will transition from searching to prompting, from reading to understanding, from editing to directing.

It’s exciting to think about what’s to come, not just for devices, but the entire PC ecosystem. We take our cues from human experiences to drive human progress, and our broad portfolio of products, solutions and services will play a critical role in powering this future.

We Are at an Inflection Point

I’ve been in the tech industry for 30 years. It’s always been fast-paced and exciting, but the opportunity we have ahead is unlike anything we’ve seen since PCs were introduced 40 years ago. We’d be lying if we said we have all the answers—we don’t. The collateral benefits alone are so immense. But I can tell you humans will remain at the core of progress. Between new software developments, new architectures on the horizon, new services capabilities and our ongoing explorations that center around human connection and experience, we’re at an inflection point. End-user experiences will change for the better and become quicker than ever. We’ve been handed an opportunity—go revolutionize the PC experience. We’re here for it.

Source: dell.com

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Work Anywhere, Do Everything with Dell

Let’s face it, how we work and where it happens today is different for everyone. Whether it’s hybrid work, remote work, flexible work or in-office work, one thing is fundamentally consistent: technology. It is the great equalizer driving collaboration and productivity, providing new experiences of flexibility and freedom.

While today many can work from anywhere, there are still limitations hindering our work experiences. Solving for these challenges sits at the core of our design philosophy and represents the innovations in our commercial portfolio. It spans from the device to the ecosystem to the software and solutions that bring an elevated sense of connection and collaboration.

Already known as the world’s most intelligent and secure commercial PCs, we’ve updated our commercial portfolio with new designs, new collaboration features and new levels of performance. In addition to our laptops and workstations, simplified our desktop portfolio, added another breathtaking monitor and extended intelligence to the entire PC ecosystem. Throughout it all, we’re thinking sustainability, security, manageability and service offerings to help ensure businesses can meet their goals and free up the day-to-day burden on IT departments.

Enhancing the Device

Dell Latitude 9440 showing the display, keyboard and touchpad.

From the phones we use to the cars we drive, technology complements who we are in the world. The same can be said about the PCs we use for work. People not only want commercial devices with reliable performance for on-the-go productivity and seamless collaboration, but they also want devices that complement their style and design aesthetic. Let’s break down how these areas show up in our new offerings.

Latitude. We’ve poured a ton of innovation and purposeful, detailed design into these devices, including advanced audio and video collaboration features, sustainable materials and battery-saving mini-LED keyboard technology. Read more about these stunning devices and the rest of our new Latitude portfolio here.

◉ Our ultra-premium Latitude 9440 is the world’s most collaborative commercial PC built with design inspiration from our XPS line. Perfect for an executive, consultant or salesperson, it’s equipped with the world’s first haptic collaboration touchpad for a more immersive, customizable conferencing experience. The two-in-one includes recycled and machined aluminum for a premium look and feel, and a stunning new keyboard with wider keys with no gaps, known as zero-lattice, that makes all day working comfortable.

◉ You can easily pop one of the Latitude 7340/7440 Ultralights in your bag as you move between meetings. Both start at just under/over one kilogram and are surprisingly light yet durable. We haven’t sacrificed features either. Each has a 16:10 display and 5MP camera for a productive workspace with mobile convenience.

Precision. Creators, designers, engineers and other specialized power users have their own demands. They prioritize performance and graphics capabilities to run data and graphic intensive applications and software whether they are in the office, studio or on the move. We’re delivering new enhancements across our Precision mobile and fixed workstations – including the latest Intel 13th Gen® Core™ processors and NVIDIA RTX Ada Generation Laptop GPUs – to meet these needs.

Dell Precision 5680 mobile workstation

Last year we introduced a 14-inch workstation that delivered unrivaled power. This year the Precision 5480 features performance improvements from processor to graphic card and beyond. But it doesn’t stop there. We’ve added a 16-inch mobile workstation to our 5000 Series line-up. The Precision 5680 has the smallest 16-inch footprint in the world4 but packs an amazing punch, with up to Intel® Core™ i9 (45W) and up to 64GB of DDR5 memory with the NVIDIA RTX 5000 Ada graphics Generation Laptop GPU. It offers even more power and immersive experiences with the 16:10 display and up to UHD+ with PremierColor in a stylish, lightweight package.

OptiPlex. Three decades of continuous desktop innovation have led us to a new OptiPlex portfolio. We’ve listened to customer feedback, and it’s now easier than ever to configure, purchase and manage. We’ve simplified the portfolio so customers can quickly identify the system based on workspace and performance needs. For example, select between space-conscious designs and minimalist desk setups with a range of performance options, or prioritize the expandability and performance of a desktop tower.

We’ve also made the portfolio more intelligent and easier for IT admins to manage multiple or even thousands of devices with a new single BIOS setup, freeing up valuable IT time. Including our standout product, the OptiPlex All-in-One that features comfort and style in a sleek design and comes with built-in collaboration, security and privacy features.

Dell OptiPlex in multiple form factors.

A Branching Ecosystem

A modern work setup requires both software and ecosystem solutions around the PC so we can efficiently maximize our productivity. 

Imagine a super ultrawide screen – a 49” dual QHD curved monitor that allows you to split your display into two 27-inch QHD partitions – without the bezel in between for even more virtually seamless multitasking. That’s just what our new Dell UltraSharp 49 Curved USB-C Hub Monitor is designed to do. With financial traders, engineers and data analysts in mind for multiscreen productivity, you can connect and display content from two PCs simultaneously to one monitor. The 2000:1 contrast ratio IPS Black panel technology offers two times more color contrast than conventional IPS over a wide viewing angle. The USB-C hub monitor provides an array of connectivity options that powers your laptop up to 90W and delivers uninterrupted 2.5GbE connection via the built-in Ethernet port. Lastly, the monitor also features ComfortView Plus for enhanced eye comfort, and the integrated pop-out feature provides easy access to ports so you can connect your external devices easily. 

We can’t overlook software. We are adding to Dell Optimizer’s existing features, such as intelligent audio, privacy, connectivity and collaboration that learn and respond to the way you work. Our customers told us the fewer applications to pull up and sift through, the better. That’s why our latest version of Dell Optimizer extends intelligence from the PC to the rest of your ecosystem. It allows you to manage your displays and peripherals more easily in one interface. We’re also improving our intelligent audio capabilities on our PCs. The echo-canceling feature cancels out distracting echoes for everyone on the call, and voice quality monitoring notifies you with a pop-up when your voice quality is poor.

Catered to IT and Beyond

Let’s shift to some of the features that will matter most to IT decision-makers. Our conversations with customers consistently focus on how Dell can help them reach their sustainability goals, enable secure hybrid work amidst growing cyberattack threats and simplify and reduce the burden on overwhelmed IT departments. In fact, 45% of ITDMs don’t have peace of mind their people can securely work from anywhere. We are constantly looking at ways to modernize and meet our customers in these crucial areas. 

◉ Sustainability. Dell continues to innovate and invest in sustainable design across our products and packaging. We’re expanding the use of low-carbon emissions aluminum to include more recycled content and extending this material to more of our portfolio, including the Latitude 9440 and Precision 5680, and to our Latitude 7000 series later this year. We’ve increased the percentage of post-consumer recycled materials to reduce the environmental impact further in our most sustainable Latitude laptop series, our Precision 3000 workstations and our latest commercial monitors. Plus, “Quiet Mode” within our thermal management settings of Dell Optimizer can provide up to 18% in power savings.

◉ Security and Manageability. Focused on delivering the industry’s most secure commercial PCs and creating a trusted workspace with hardware and software protections, our recent security announcement highlights new services and solutions. This includes a collaboration with CrowdStrike to offer customers more choice in cybersecurity software, a hardware supply chain security offering that provides additional assurances that PCs arrive as they were ordered and built from the factory as well as a managed detection and response service to help customers safeguard IT environments. We’re also making our devices as easy as possible to manage, deploy and use.

◉ Data and Device Management. Today we’re introducing Dell APEX Managed Device Service. For a monthly fee per device, small and medium businesses can transfer the burden of IT support to Dell and instead focus on their business. Additionally, our latest commercial devices are compatible with Dell’s Cloud Client Workspace software. IT admins can seamlessly and securely integrate PCs into their VDI environment and manage their fleet of devices more easily.

Source: dell.com

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