The surge in demand for large-scale generative AI models has led to a significant increase in hardware requirements, making model training costly and inaccessible for many SMBs and educational establishments.
High-performance custom PC builder Maingear has partnered with storage giant Phison on a new range of Maingear Pro AI workstations that boast powerful Intel Xeon W7-3455 CPUs.
The new workstations can be configured with up to 1TB of DDR5 memory, and up to 4x RTX 5000 Ada or 4x RTX 6000 Ada GPUs. These GPUs are supported by Phison aiDAPTIV+ caching SSDs and software, to significantly lower the cost of LLM development and training.
Off-the-shelf components
Maingear Pro AI workstations fit in a standard desktop tower PC design so they can easily be stored under a desk, or placed anywhere in an office (a 4U rackmount chassis is also available). Maingear says these workstations have been designed with off-the-shelf components for easy upgrades and Noctua cooling components to manage heat and reduce noise when under load.
Maingear founder and CEO, Wallace Santos, stated, “Our dedication to crafting highly capable yet budget-friendly solutions guarantees SMBs, universities, and research facilities a competitive advantage in an industry formerly restricted by multimillion-dollar investments.”
Michael Stonebraker has developed several influential database management systems over the years, including Ingres, PostgreSQL, and VoltDB. Matei Zaharia is the creator of Apache Spark and co-founder and CTO of Databricks.
Working with a team from the Massachusetts Institute of Technology and Stanford University, the pair have created a revolutionary prototype operating system called DBOS – DataBase OS.
The concept of DBOS was born three years ago when Stonebraker realized that the state an operating system must maintain (files, processes, threads, messages and so on) has grown exponentially since the early days of Unix. This, coupled with the limitations of Linux in the current technological landscape, sparked the idea of running the OS on top of a database.
DBOS Cloud
“When I heard a talk by Matei Zaharia in which he said Databricks could not use traditional OS scheduling technology at the scale they were running and had turned to a DBMS solution instead, it was clear that it was time to move the DBMS into the kernel and build a new operating system,” Stonebraker says.
As The Next Platform puts it, “Ultimately, every problem in the constantly evolving IT software stack becomes a database problem, which is why there are 418 different databases and datastores in the DB Engines rankings and there are really only a handful of commercially viable operating systems. But what if the operating system is the problem?”
DBOS operates by coding operating system services in SQL on a high-performance distributed, transactional, fault-tolerant database management system (DBMS). As Stonebraker says, ‘This is in contrast to the traditional method of running the DBMS in user space on top of an OS without DBMS services”.
Created as a joint MIT-Stanford open source R&D project, the DBOS prototype demonstrated comparable performance to Linux, but with the addition of several notable features, including high availability, time travel, transactionality, fault tolerance, built-in multi-node scaling, SQL-accessible system state and observability data, and cyber resilience.
Following the successful prototyping of DBOS and securing funding, DBOS, Inc. was launched in April 2023, and the company has now released DBOS Cloud, a transactional serverless platform built on DBOS, designed for stateful TypeScript applications. DBOS Cloud offers key features from DBOS, such as reliable execution and time travel.
Reliable execution means that if a DBOS program is interrupted, it will automatically resume from where it left off, ensuring that no work is repeated and programs always run to completion. Time travel allows users to restore an application’s state to any point in the past, making it possible to reproduce rare bugs and run new code against a historical state.
DBOS Cloud is now available for anyone to try for free.
Sony is rolling out a new PlayStation 5 system update that makes your controller sound better, your screen sharing more immersive and your power indicator adjustable. System Update 9.00 entered beta over a month ago and is available in the public software pushed to PS5 owners on Wednesday.
PS5 system software version 24.02-09.00.00 enhances DualSense and DualSense Edge controller audio. The controller speakers are now louder, making the speakers sound clearer when broadcasting in-game sounds and voice chat. The controller’s microphone is also improved. Sony says a new “AI machine-learning model” suppresses background noises from button presses and game audio, leading to an improved voice chat experience.”
The update also adds brightness adjustments for the PS5 power indicator. You can change its levels by heading to Settings > System > Beep and Light > Brightness. You can choose from three settings: dim, medium and bright (default).
PS5 Share Screen pointers (Sony)
Share Screen, which lets you broadcast your gameplay straight from the console, adds pointers and emoji reactions. Your live audience can now use a pointer to show you locations on the screen. They can also send emoji reactions highlighting your gameplay triumphs and tragedies from the Share Screen. The features are toggled on by default, but hosts can turn them off from the Share Screen settings.
The 9.00 update also adds Unicode 15.1 emojis to messages. Less specifically detailed changes include performance and stability improvements for the system software, DualSense gamepads, PlayStation VR2 headset and controllers and Access controller.
If you aren’t automatically prompted to update, you can trigger the software download by heading to Settings > System > System Software > System Software Update and Settings, and choosing “Update System Software” under “Update Available.”
The wait is almost over. Nightdive Studios for the console version of its System Shock remake. It’ll be available on PS4, PS5, Xbox One and Xbox Series X/S, .
The developer, alongside publisher Prime Matter, dropped a new trailer for the console release, showing off the stunning graphical update to the 1994 first-person shooter/RPG. Combat has also received a significant upgrade, as the mechanics of the genre weren’t quite refined when the game originally released, gulp, 30 years ago.
The PC version of the remake , with a , but this isn’t a simple re-release. Console players are getting some exclusive features to sweeten the pot. It’ll boast 4K visuals with 60FPS on the PS5 and Xbox Series X. There’s also a new ending that “upgrades the final confrontation” with series antagonist Shodan. The controls have been reworked to better suit console gamepads and there’s a new female hacker protagonist.
Prime Matter
There’s also a little bit of something here for collectors. The PS5 and Xbox Series X/S versions are getting a physical release, though it’s a digital-only affair for PS4 and Xbox One players. There’s no pricing information yet, but the game costs $40 on PC.
This remake of the iconic shooter has been a long time coming. It was first announced as part of a successful Kickstarter campaign. Nightdive Studios is of System Shock 2.
I recently attended a screening of the movie Top Gun: Maverick at New York City’s House of Sound, a showcase for state-of-the-art home theater and the best stereo speakers that was constructed from the ground up by the McIntosh Group, owner of luxury audio brands such as McIntosh Labs, Sonus Faber, and Sumiko Phono Cartridges.
Film fans will know that Top Gun: Maverick won an Oscar in 2023 for “Best Sound.” At the event, Mark Weingarten, the production mixer, was on hand to share stories about his experience on the movie. Weingarten touched on topics such as working with Tom Cruise and the rest of the cast to get clean, intelligible dialogue, often as they flew in actual high-speed fighter jets with the cooperation of the U.S. military, which I’ll discuss in more detail below.
But, let’s first back up a second. The McIntosh Group’s previous product showroom and experience center, the World of McIntosh townhouse, was closed several years ago amidst the pandemic. In September of 2023, the group renamed the showroom House of Sound and relaunched it in a gorgeous new location in New York City’s Chelsea district.
The iconic McIntosh blue amplifier VU meter displayed on a TV at the House of Sound (Image credit: Future / Howard Kneller)
In the House
The 11,000 square-foot House of Sound, a “thoughtfully curated multi-sensory townhouse that highlights the group’s brands and premium audio innovations,” is a treat for the eyes and ears. It contains contemporary artwork, Baxter furniture from Italy, USM custom cabinetry from Switzerland, a high-end kitchen with Meile appliances, an elongated modern fireplace, two terraces, a swimming pool, and a finished rooftop area. Audio gear from the McIntosh Group’s brands is spotlighted, and along with the home theater there are two open reference listening areas, two intimate dedicated listening rooms, an extensive vinyl library, and a $50,000 Alpange digital piano.
When I walked into the new digs, I first saw a glass wall with a Jeep Grand Wagoneer containing a McIntosh MX1375 entertainment system behind it. After that, several other journalists and I were brought upstairs for a building tour, though I didn’t realize at the time that I had walked right by a secret passage to the theater, which is located on the ground level.
After enjoying some wine and hors d’oeuvres, I perused the various listening rooms and spaces, which contained everything from Rotel’s RAS-5000 integrated streaming amplifier ($2,999) to McIntosh’s MC2.1KW 2000-watt monoblock amp ($50,000) and Sonus faber’s Suprema speaker pair with external subwoofers and external crossover ($750,000). I soon realized this House was a place where I could spend a lot of time.
One of several McIntosh systems on display in NYC’s House of Sound (Image credit: Future / Howard Kneller)
The theater
We were soon called into the large theater, which was designed to look like one that might be located in a high-end home. The theater’s video system consists of a Sony video projector, a 204-inch Screen Research projector screen, and a Kaleidescape movie player. Audio, unmistakably the star of the show here, is provided by a 29-channel system powered by 14,500 watts that features no less than nineteen McIntosh amplifiers – nine MC611 monoblocks and ten MI502 stereo amps. The amps drive a range of Sonus faber custom installation speakers, including four installed in the ceiling. Also aiding the sonics are sixteen subwoofers, with ten located beneath the screen.
The author (left) with Mark Weingarten (right), Oscar-winning production sound mixer on Top Gun: Maverick(Image credit: Future / Howard Kneller)
Tapping into the aircraft communications systems…
David Mascioni, the McIntosh Group’s Director of Brand Marketing, and Ricky Miranda, the House of Sound’s Audio Experience Manager, welcomed the event’s attendees and introduced Mark Weingarten. As noted, since Weingarten was responsible for capturing Top Gun: Maverick’s dialogue, much of it in flight, his role in the movie was pivotal. Weingarten had done something that had not been done before by tapping into the aircraft communications systems to obtain the sound he needed. Interestingly, and to his surprise, the plane’s cockpits were almost completely quiet save for the actors’ voices, and often exasperated breathing due to intense G-forces. In several instances, Weingarten noted, the actors passed out mid-flight, although he said that Tom Cruise “loved it.”
One scene among several non-dialogue-related ones Weingarten mentioned was where a jet fighter buzzes actor Ed Harris at an extremely low altitude, causing the roof of a small guard tower to separate from the structure and momentarily lift several feet into the air. According to Weingarten, the effect was unintended and the flyover knocked numerous cast members and set workers off their feet!
House of Sound attendees ready for Top Gun: Maverick action (Image credit: Future / Howard Kneller)
Movie time
When it came time to watch Top Gun: Maverick, the experience was otherworldly. The sound field was enormous and contained rock-solid images, clean highs, crystal-clear dialogue (needless to say), and prodigious, linear, non-bloated bass that resonated throughout my body. I left thinking that, by comparison, watching a movie in a commercial theater would now be underwhelming. The McIntosh Group’s House of Sound theater allowed me to hear Oscar-caliber sound as it was intended to be heard.
I left the House of Sound under the impression that I could easily show up every Saturday evening to listen to music and watch action movies in the venue’s ultra-luxurious setting. But as it turned out, that was more than the team had in mind when they extended my invitation. Nevertheless, the McIntosh Group has created a special space where McIntosh Labs, Sonus faber, and its other brands deliver truly great home theater and music experiences. Those who love high-end sound, or even those merely curious about the House of Sound, are encouraged to make an appointment and see and hear it for themselves.
If you’re in the market for a Linux distribution that offers advanced package and system management, NixOS is a platform that might catch your interest. It stands out with its unique approach to handling software packages and system configurations, aiming to provide users with both stability and flexibility. This Linux distribution is designed for those who need a reliable and efficient system, and it comes with a set of features that make it an attractive option for developers and system administrators.
At the heart of NixOS is its declarative package management system. This system is different from the traditional methods you might be familiar with, such as apt or Pacman. Instead, NixOS uses the Nix package manager, which is more similar to npm or Gem. With NixOS, you simply declare what you want your system to look like, and the operating system takes care of making it happen. This means you don’t have to manually handle the installation and maintenance of packages.
One of the most appealing aspects of NixOS is its ability to roll back system updates. If you find that an update causes issues with your workflow, you can quickly return to a previous state using the boot menu. This rollback feature acts as a safety net, protecting you from updates that might otherwise cause problems and giving you the confidence to update without fear.
How to use NixOS system configuration features
NixOS also streamlines system configuration by centralizing it. Instead of dealing with scattered configuration files as you might in other distributions, NixOS consolidates configurations into a single file or just a few files. This makes it much easier to control versions and replicate systems, which simplifies the setup and recovery processes. Watch the fantastic tutorial kindly created by Tris at No Boilerplate to learn more about the NixOS and how you can easily configure your system and move these settings to others. To create reproducible, declarative and reliable system configurations.
Here are some other articles you may find of interest on the subject of Linux :
The distribution caters to different types of users by offering both stable and unstable channels. This means that whether you’re someone who needs a dependable system or someone who likes to try out the latest features, NixOS has you covered. And because it’s so easy to roll back changes, you can experiment with new updates without worrying about compromising your system’s stability.
Creating systemd services is made simpler with NixOS, which normalizes system configuration tasks. This means you can manage services efficiently without having to write complex scripts or deal with complicated configurations.
For those who are particularly concerned with reproducibility, NixOS introduces Nix Flakes. This feature ensures that you can replicate your system, with all its dependencies and configurations, anywhere. Additionally, Home Manager is a tool that helps manage user-specific configurations, maintaining consistency across different installations.
NixOS is particularly adept at managing package dependencies. It isolates them, which helps to avoid version conflicts and broken packages. This isolation is beneficial for both development and production environments, as it contributes to the overall robustness of the system.
For those interested in learning more about NixOS, there are plenty of resources available. Vim Joy’s comprehensive guide and Tris’s Patreon content and podcasts provide valuable insights and practical advice on how to get the most out of NixOS. They emphasize the importance of understanding its declarative nature and recommend steering clear of commands that might conflict with the operating system’s design principles.
NixOS is a compelling option within the Linux ecosystem for those looking for innovative features that improve stability, reproducibility, and ease of management. It’s suitable for both seasoned Linux users and newcomers. With its ability to roll back changes and its declarative management style, NixOS could be the efficient and dependable platform that meets your needs.
Understanding NixOS and Its Package Management
NixOS is a Linux distribution that distinguishes itself with a unique approach to package and system management. It is designed to offer users a high degree of stability and flexibility, making it an appealing choice for developers and system administrators who require a reliable and efficient operating system. The distribution is equipped with a range of features that enhance its attractiveness, particularly its advanced package management capabilities.
At the core of NixOS is its declarative package management system. Unlike traditional package managers like apt or Pacman, NixOS employs the Nix package manager, which shares similarities with npm or Gem from other programming environments. In NixOS, users declare the desired state of their system in configuration files, and the Nix package manager automates the process of achieving that state. This approach eliminates the need for manual package installation and maintenance, streamlining the management of software on the system.
Rollback Capabilities and System Configuration
One of the standout features of NixOS is its ability to roll back system updates. This functionality provides a safety net for users, allowing them to revert to a previous system state if a new update introduces problems. The rollback capability is accessible through the boot menu, offering a straightforward way to restore the system to a known good configuration. This feature enhances user confidence in applying updates, knowing that they can easily undo changes if necessary.
System configuration in NixOS is centralized, which contrasts with the scattered configuration files found in many other Linux distributions. NixOS consolidates system settings into one or a few configuration files, simplifying version control and system replication. This centralization aids in setting up new systems and recovering from issues, as configurations can be easily copied and applied to other installations.
Channels, Services, and Reproducibility in NixOS
NixOS caters to a diverse user base by offering both stable and unstable channels. Users who prioritize a stable and reliable system can opt for the stable channel, while those interested in experimenting with cutting-edge features may choose the unstable channel. The ease of rolling back changes in NixOS encourages users to try new updates without the risk of destabilizing their system.
The creation and management of systemd services are streamlined in NixOS. The distribution normalizes system configuration tasks, allowing users to manage services effectively without the need for intricate scripts or complex configurations. For users focused on reproducibility, NixOS introduces features like Nix Flakes and Home Manager. Nix Flakes ensure that systems can be replicated with exact dependencies and configurations, regardless of the environment. Home Manager assists in managing user-specific configurations, ensuring consistency across different systems.
NixOS’s approach to managing package dependencies is particularly noteworthy. It isolates dependencies to prevent version conflicts and broken packages, which is advantageous in both development and production settings. This isolation contributes to the system’s robustness and reliability. NixOS is a compelling choice within the Linux ecosystem for those seeking innovative features that enhance stability, reproducibility, and ease of management. Its rollback capabilities, declarative management style, and advanced package handling make it a suitable platform for both experienced Linux users and those new to the operating system. To download the Linux operating system jump over to the official website.
Filed Under: Guides, Top News
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Qualcomm unveiled its latest Snapdragon modem at Mobile World Congress 2024 in, Barcelona, Spain, the Qualcomm Snapdragon X80 5G Modem-RF System, and it is designed to be used across multiple platforms.
This includes smartphones, PCs, XR, automotive, mobile broadband, Industrial IoT, fixed wireless access, private networks and more, the patform is powered by Artificial Intelligence and it is designed for performance an power efficiency.
Qualcomm Technologies, Inc., has been a leader in 5G technologies since inception, and today is continuing to set the pace of innovation by announcing the Snapdragon® X80 5G Modem-RF System, the seventh generation of its 5G modem-to-antenna solution. The Snapdragon X80 integrates a dedicated 5G AI Processor and 5G-Advanced-ready architecture, achieving several world’s first milestones including the first 5G modem with fully integrated NB-NTN satellite communications support, 6-antenna architecture for smartphones, 6X carrier aggregation, and AI-based mmWave range extension for fixed wireless access customer premise equipment (CPE).
The Snapdragon X80 features revolutionary AI innovations, based on a dedicated tensor accelerator, that improve data speeds, latency, quality of service (QoS), coverage, location accuracy, spectrum efficiency, power efficiency and multi-antenna management.
“The Snapdragon X80 modem-RF system sets the stage for 5G Advanced and the era of intelligent computing everywhere,” said Durga Malladi, senior vice president and general manager, technology planning and edge solutions, Qualcomm Technologies, Inc. “Leveraging AI is critical to the future of connectivity, this latest milestone underscores Qualcomm Technologies’ leadership at the intersection of cutting-edge AI and advanced modem-RF technology. The Snapdragon X80 5G Modem-RF System empowers OEMs and operators to create next-generation devices supporting 5G Advanced, with unrivaled capabilities and leading performance.”
You can find out more information about the new Qualcomm Snapdragon X80 5G Modem-RF System over at the Qualcomm website at the link below.
Source Qualcomm
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In this article we will look at how you can declutter your Mac and manage your System Data. Are you struggling with a Mac that’s sluggish and low on space? You’re not alone. Many Mac users find themselves grappling with large system data storage. Fortunately, there’s a solution. This video below from Amir Bendabi delves into effective strategies for managing system data and freeing up space on your Mac.
Addressing System Data Storage:
Firstly, let’s talk about system data. It’s a common culprit for taking up significant space on your Mac. If you’ve noticed your computer slowing down, it’s time to take a closer look at what’s hogging your storage. A previous video on this topic garnered much attention, highlighting its relevance among Mac users.
Spotting the Storage Hogs:
So, where to begin? Identifying large files and folders is key. For instance, Adobe applications and their caches can be substantial storage consumers. But remember, what’s sizable in one case may differ in another. It’s about finding what’s large in your specific situation.
Navigating with Ease:
Navigating these storage-heavy folders doesn’t have to be a maze. With simple commands in Finder, such as Command + Shift + G, you can effortlessly access system libraries and caches. A step-by-step guide through these processes can make it a breeze.
Delete with Care:
Now, before you start deleting files, a word of caution: not all files are expendable. Some might look unimportant but are crucial for your system’s functionality. It’s essential to understand what you’re deleting to avoid unintended consequences.
A Practical Approach:
Practical demonstrations, like removing outdated Adobe files, can be incredibly helpful. Watching someone navigate this process provides clarity and confidence when you decide to do it yourself.
Know Your System Inside Out:
Understanding your system folders and applications is crucial. There are certain areas and pre-installed applications that are best left untouched to ensure the smooth running of your Mac.
Learning from Examples – Final Cut Pro:
Take, for example, Final Cut Pro. Improper settings in such applications can lead to excessive storage usage. Adjusting these settings can prevent unnecessary space consumption.
Engaging with the Audience:
Addressing viewer comments and questions is an integral part of learning. It shows a commitment to resolving common issues and enhancing user experience.
Wrapping It Up:
Finally, wrapping up with a clear summary of the key points helps reinforce what you’ve learned and ensures you’re ready to tackle your Mac’s storage issues.
By following these steps, you can effectively manage your Mac’s system data and clear up space. This not only improves your Mac’s performance but also enhances your overall user experience. Remember, the key is understanding what consumes space and tackling it with knowledge and caution.
You will be pleased to know that managing your Mac’s storage doesn’t have to be a daunting task. With the right approach and understanding, you can keep your system running smoothly and efficiently. We hope that you find this article on how to declutter your Mac and manage your System Data useful.
Source & Image Credit: Amir Bendabi
Filed Under: Apple, Guides, Laptops
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If you are searching for a way to quickly bring wireless convenience to serial connectivity you should deftly check out WiSer which is now available to purchase from the Crowd Supply website priced from just $60. WiSer allows you to establish a wireless, peer-to-peer serial connection between two devices. Debug code, log data, update firmware, or transfer files without the need for cumbersome USB cables, sketchy Wi-Fi routers, or Bluetooth configurations that never quite work right, say it’s developers.
In the world of digital connectivity, the ability to link devices without the mess of wires or the headache of complex setups is a significant leap forward. Enter WiSer, a device that’s transforming the way we think about serial connections. This innovative tool offers a wireless solution that does away with the need for physical cables and complicated configurations. With WiSer, users can experience the simplicity of connecting devices with ease, bypassing the need for extra software or drivers.
Wireless serial connectivity
WiSer stands out as a reliable and efficient choice for those in need of serial communication. It’s compatible with a broad array of devices and operating systems such as Windows, Linux, Mac, and Android. This wide-ranging compatibility means WiSer can be easily integrated into your current system, supporting various terminal applications. Its adaptability makes it suitable for a diverse audience, including developers, engineers, and even hobbyists.
One of the most notable features of WiSer is its open-source nature, which allows for customization to fit specific needs. Security is not taken lightly, with AES-CCMP encryption in place to ensure a secure connection that safeguards data during transmission. WiSer’s adaptability is further emphasized by its support for multiple baud rates, data bits, parity types, stop bits, and flow control options, making it a robust tool for communication.
The potential uses for WiSer are vast and significant. It can be utilized for tasks such as wireless programming, debugging, remote control, and data logging. The device is designed to be user-friendly, with features like the “FIND PAIR” and “BOOT” buttons that make device pairing and firmware updates straightforward. Moreover, the WiSer-USB and WiSer-TTL modules are designed with practicality in mind, easily fitting into your projects considering their physical dimensions.
Features and benefits of WiSer
Wireless Freedom: No need to be tethered to the hardware under test
Safety Assurance: Electrically isolate your host system from your target device, preventing physical harm or electrical damage
Driver-Free Operation: Built-in virtual serial port drivers on all modern operating systems
Versatility: Ideal for Raspberry Pi, ESP32, Arduino, and more
Programmability: Remote programming for ESP32, Arduino, or any microcontroller with in-system serial programming support
Compatibility: Supports standard and custom baud rates up to 921,600 baud
Hardware Control: Equipped with hardware flow control for GSM modems, Bluetooth modules, and similar devices
WiSer is a versatile and secure solution for wireless serial communication that serves a wide range of needs and user groups. Its ease of use, combined with extensive compatibility and sophisticated features, positions WiSer as an essential tool in the digital connectivity landscape. It’s crafted to boost your projects with increased efficiency, whether you’re a professional or a hobbyist. For more details and full specifications jump over to the official Crowd Supply project page.
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JBL has announced that they will be launching their latest integrated music system in the UK, the JBL L42ms and the device will retail for £999 in the UK, it will also be available in Europe for €999 and the USA for $1,099.
The JBL L42ms has classic JBL sound packed into a cool, compact design with a stylish curved grille, and comes in either black or natural walnut. It’s rocking dual 4-inch woofers and 0.75-inch tweeters on each side to spread out sound nicely. Plus, it’s powered by a beefy 200W system and a high-quality DAC for crystal-clear audio.
This all-in-one system hooks up easily to your TV with HDMI-ARC, and you’ve got plenty of options for connecting your devices, including Bluetooth, Ethernet, Apple Airplay2, and Google Chromecast. It’s smart, too, with an advanced DSP to make sure your tunes sound just right, pumped through a four-channel amp.
There’s even a bass adjust switch to get the bass feeling just how you like it, and a special mode to make movies and games sound more immersive. If you’re craving even more bass, it’s ready to pair with the JBL L10cs subwoofer for an epic sound upgrade from a standard soundbar.
The new JBL L42ms integrated music system will be available in the UK in quarter one, exactly when it will go on sale will be revealed at a later day, you can find out more details at the link below.
Source JBL
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