ASUS Republic of Gamers (ROG) today announced a collaboration with Opera for the Opera GX ROG Edition, a browser designed specially for gamers seeking a unique internet experience. Opera GX offers endless customization options with GX Mods, and seamlessly integrates with platforms such as Discord and Twitch. The browser also offers CPU, RAM, and network limiters. The Opera GX ROG Edition boasts game-changing features that include ASUS Aura Sync integration, themed backgrounds, and exclusive content - making it the ideal browser for any ROG gaming setup.

ROG laptops, desktops, monitors, and other offerings have a cohesive aesthetic right out of the box, and now users can extend that look with the Opera GX ROG Edition browser. It offers ROG wallpapers, background music and sound clips as well as features such as the ROG Electro Punk game. To further create a consistent theme, Aura Sync integration allows users to create custom light effects and animations that respond in real-time to browser content. Light effects can even be used to alert users to new messages, to signal when a file download is complete, or to indicate when a tab is opened.

ASUS today announced that ESC8000 and ESC4000 servers with the latest NVIDIA L40S GPUs are ready for order with greater availability and better performance per dollar. To transform with generative AI, enterprises need to deploy more compute resources at a larger scale - and ASUS offers eight-GPU and four-GPU NVIDIA L40S servers to accelerate training, fine tuning and inference workloads, with powerful performance to build and deploy AI models.

In addition, ASUS is one of only a handful NVIDIA OVX server system providers in the world, and we development our own innovative AI LLM technology deliver comprehensive and true generative-AI solutions. Learn more about ASUS L40S solutions.

Ultrawide displays wrap around the periphery of your vision for breathtaking immersion. Ultrafast displays use high refresh rates to deliver fluid animation that keeps you on top of the action. And OLED panels dazzle with their inky blacks, astonishing contrast, and vibrant colors. But you don't have to pick between these three types of displays. Get them all in one with the ROG Swift OLED PG34WCDM. Armed with a blazing-fast 240 Hz refresh rate, a vivid WOLED panel, and Smart KVM, this ultrawide monitor serves up an unbeatable blend of top-end speed, rich colors, and exceptional versatility.

The 34-inch ROG Swift OLED PG34WCDM goes wide with a 3440x1440 resolution that can expand your field of view in first-person titles or give you a broader perspective on the action in games like Diablo IV. Its pronounced 800R curvature brings the sides of the display closer to your eyes to ensure accurate, vivid colors even at the edges of your vision.

For many gamers, 32-inch displays might be the perfect size. They're large enough to immerse you in a sweeping vista of pixels, yet not too large to fit comfortably on a standard-sized desk. Today, we're ready to announce a 32-inch monitor that's loaded with OLED luxuries. Meet the world's first 32-inch 4K OLED gaming monitor: the ROG Swift OLED PG32UCDM. Primed for excellence with a 4K QD-OLED panel, a premium ROG cooling solution, and blazing-fast 240 Hz refresh rate, this monitor proves that you can have it all.

QD-OLED panels make a stunning first impression. You won't have to sit in front of the ROG Swift OLED PG32UCDM for more than a moment to see the difference that this panel technology makes. Since each pixel in an OLED panel is its own light source, you can get true, inky blacks. The PG32UCDM employs second-generation Quantum Dot OLED tech that goes a step further to give you even more vibrant colors, an optimized subpixel layout for improved text clarity, and bright, eye-catching highlights.

With Intel about to launch its 14th generation of Core processors, the motherboard makers are refreshing their LGA-1700 motherboards, as Intel won't be releasing a new chipset for the 14th gen CPUs. ASUS has now revealed three new boards that will come ready out of the box for Intel's 14th gen Core CPUs. This kind of meagre lineup is likely what we'll be seeing from all of the major board makers, since it doesn't make sense to overhaul all of their boards for the new CPUs, since only a BIOS/UEFI update is needed for the new CPUs to function in just about any 600- or 700-series motherboard. ASUS' lineup of new boards consist of the ROG Maximus Z790 Dark Hero, the ROG Strix Z790-A Gaming WiFi II, and the TUF Gaming Z790-Pro WiFi.

Apart from a design overhaul of all three models with some minor changes to slot placements, which includes new, improved M.2 heatsinks with a much more refined look, ASUS has added WiFi 7 and Bluetooth 5.4 support to two of the three new models. On the ROG Hero board, ASUS has dropped the Hyper M.2 Card in favour of an onboard M.2 slot with a taller heatsink, looking much like what we've seen on some AMD X670E boards. ASUS has also added support for USB PD 3.0 and Quick Charge 4+ to the front USB Type-C ports and even made an app that shows how much power is being delivered by the port in question. Furthermore, ASUS has added support for AEMP II which the company claims makes it easier to optimise memory performance on the boards. ASUS did not reveal when the new boards will be available or what they'll cost. Specs of all three boards after the break.

ASUS, a global technology leader, today announced an epic collaboration with A BATHING APE (BAPE), the renowned Japanese street-style fashion brand. The collaboration showcases the iconic streetwear brand's trademark design style etched directly into the high-performance laptop's rugged, street-savvy metallic lid, palm rest and touchpad. The unique BAPE camo design also adorns an exclusive bundle of matching accessories.

ASUS has teamed up with A BATHING APE to bring users the first-ever BAPE laptop bundle: the Vivobook S 15 OLED BAPE Edition. Vivobook's energetic and vibrant style vibes perfectly with the ostentatious BAPE aesthetic. With a shared passion for creativity, diversity and unwavering authenticity, this collaboration is a seamless combination of bold street fashion and pioneering tech.

NVIDIA today announced NVIDIA OVX servers featuring the new NVIDIA L40S GPU, a powerful, universal data center processor designed to accelerate the most compute-intensive, complex applications, including AI training and inference, 3D design and visualization, video processing and industrial digitalization with the NVIDIA Omniverse platform. The new GPU powers accelerated computing workloads for generative AI, which is transforming workflows and services across industries, including text, image and video generation, chatbots, game development, product design and healthcare.

"As generative AI transforms every industry, enterprises are increasingly seeking large-scale compute resources in the data center," said Bob Pette, vice president of professional visualization at NVIDIA. "OVX systems with NVIDIA L40S GPUs accelerate AI, graphics and video processing workloads, and meet the demanding performance requirements of an ever-increasing set of complex and diverse applications."

ASUS IoT, the leading global AIoT solution provider, today announced Tinker Board 3N series, a versatile, Arm -based single-board computer (SBC) that empowers easy system integration, broad adaptability and superb expandability - elevating it to the perfect choice for the emerging Industrial Internet of Things (IIoT) era.

The NUC-sized SBC series is equipped with rich I/O and supports Linux Debian, Yocto, and Android operating systems, presenting an all-new premium option for developers and system integrators' diverse IIoT projects. Its optimized thermal design simplifies deployment of embedded applications, ensuring efficient operation in demanding environments. With its durable and reliable design, Tinker Board 3N offers enhanced computing performance, low power consumption and a wide range of interfaces, so it's primed and ready for smart manufacturing applications powering the IoT revolution.

ASUS today announced the TUF Gaming LC II 360 ARGB AIO liquid cooler, armed with a beefy 360 mm radiator and offering dazzling Gen 2 ARGB lighting and compatibility with a wide variety of chassis and CPU sockets.

The TUF Gaming LC II ARGB series delivers the performance and features users need to bring out the best in any mainstream gaming build. Coolant flows through an illuminated coldplate to reinforced sleeved tubing that arrives at a high-capacity radiator chilled by three 120 mm ARGB fans - which have grooved fins for optimal airflow and reduced noise. Meanwhile, Aura Sync ARGB elements illuminating the radiator fans and the TUF Gaming logo on the pump cover ensure unmatched style.

The TUF Gaming LC II 360 ARGB also features a new cooling design where the pump head and motor are separated for less noise and vibration, while a new place-and-twist retention mechanism makes installation a snap by eliminating the need for tools. As a nod to premium durability, each cooler comes with a class-leading six-year ASUS warranty.

The LTX Event has returned in its annual two-day form in beautiful Vancouver after the COVID break. With blistering temperatures outside, it was great to see the turnout and having it come out of the four-year pause that the pandemic demanded. Compared to 2019, where there was a handful of brands, and the 2023 location has moved slightly, from the older Canada Place convention center, to its newer, adjacent building. At roughly USD $40 for a visitor's day pass, one could argue that it isn't even that cheap, but even so upon arriving there on Saturday, there was a line running along the entire length of the building for visitors to enter with a pre-purchased pass in hand.Just like in 2019, the event is propped up around several core pillars. There are interactive events like a case toss competition, live stage shows with various topics, a LAN party section, as well as an ever greater mix of brands to allow excited end-users to get an up close look at featured products and even try them out. The entire event also provides brands the ability to sponsor various sections, while others have focused on booth space for exposure and interactivity.

ASUS Republic of Gamers (ROG) today announced the new ROG Strix SCAR 17 X3D, the perfect fusion of cutting-edge silicon and ROG engineering. Featuring the AMD Ryzen 9 7945HX3D mobile processor equipped with AMD 3D V-Cache technology for the very first time, the Strix SCAR 17 X3D takes performance to a whole new level. By doubling the L3 cache of the mighty Ryzen 9 7945HX processor, the Ryzen 9 7945HX3D gives users a boost in games that are hungry for this onboard ultrafast memory. Paired with a 240 Hz QHD display, Conductonaut Extreme liquid metal on the GPU, and a vapor chamber, the Strix SCAR 17 X3D is ready to dominate the leaderboards.

Making great processors even better
While the original 2023 ROG Strix SCAR 17 came equipped with AMD Ryzen 7000 Series processors, the AMD Ryzen 9 7945HX3D is truly in a league of its own. It leverages the power of AMD 3D V-Cache technology, a stacking of extra ultra-high-speed L3 cache vertically on top of one of the two core compute dies (CCD). This extra cache enables the eight cores to perform certain calculations quickly and efficiently, notably in gaming. For situations where increasing CPU frequency simply doesn't show significant performance gains, 3D V-Cache technology holds the potential to unlock extra compute power.

AMD today announced the Ryzen 9 7945X3D mobile processor, which it claims is the fastest notebook processor for gaming, faster than even Intel's Core i9-13980HX. The 7945X3D is a 16-core/32-thread processor that leverages AMD 3D Vertical Cache technology. Much like the desktop Ryzen 9 7950X3D, the 7945X3D features 64 MB of stacked 3D vertical cache memory on one of its two "Zen 4" CCDs, which gives it 96 MB of last-level cache. The second one is a regular "Zen 4" CCD with 32 MB of L3 cache—again, just like the desktop 7950X3D. The most interesting aspect has to be that AMD claims to have pulled off leadership gaming performance at a 55 W+ TDP.

The Ryzen 9 7945X3D is based on the "Dragon Range" multi-chip module. This is essentially a mobile-optimized BGA variant of the desktop "Raphael" MCM, with a higher degree of power optimization. The processor features 16 "Zen 4" CPU cores spread across two CCDs, each with 1 MB of L2 cache. The first CCD has 96 MB of L3 cache thanks to the 3DV cache, while the second CCD has 32 MB of it. Despite its power constrained form-factor, the 7945X3D has a maximum boost frequency of 5.40 GHz. Each of the two CCDs is built on the 5 nm EUV foundry node. The L3D (the die stacked on top of the first CCD) is built on 6 nm, as is the client I/O die (cIOD). The processor supports dual-channel DDR5, and has a 28-lane PCI-Express Gen 5 root complex. AMD claims that the Ryzen 9 7945X3D is on average 15% faster at gaming than its current flagship processor, the 16-core Ryzen 9 7945HX. This should mean that the processor is faster than the Intel Core i9-13980HX. The first notebook to debut the AMD Ryzen 9 7945X3D is the ASUS ROG Strix SCAR 17 X3D, which goes on sale on August 22, 2023.

We witnessed an exciting concept during the Computex 2023 show in late May. ASUS has developed a GPU without an external power connector called GC_HPWR. Unlike current solutions, this connection type doesn't require additional cables. Using the GC_HPWR means that power is being supplied directly from the motherboard and that these special-edition GPUs also require special-edition motherboards. Thanks to the latest information from the Bilibili content creator Eixa Studio, attending Bilibili World 2023 exhibition in Shanghai, China, we have information that ASUS is preparing mass production of these zero-cable GPU solutions. Scheduled to enter mass production in Fall, ASUS plans to deliver these GPUs and accompanying motherboards before the year ends.

Additionally, it is worth noting that the motherboard lineup is called Back To Future (BTF), and the first GPU showcased was the GeForce RTX 4070 Megalodon. The PSU connectors are placed on the back side of the BTF board, while the CG_HPWR connector sits right next to the PCIe x16 expansion slot and looks like a PCIe x1 connector. You can see images of both products below.

Tipsters have noticed that ASUS is preparing a new high-end laptop with an unannounced AMD processor—the upcoming ROG Strix SCAR 17-inch model (G733PYV-LL046W,) will apparently sport a Ryzen 9 7945HX3D APU (with 128 MB of L3 cache). The inclusion of "X3D" in the processor's name has generated a lot of interest, given that Team Red's 3D V-Cache technology has existed mainly within mainstream desktop-oriented Ryzen 7000 and 5000 processor lineups. This leaked dual-CCD APU is probably being lined up to take on upper-echelon Intel Raptor Lake-HX processors, as well as refreshed variants.

The leak indicates that this APU will likely sit at the top of the Zen 4-based Dragon Range-H lineup—being a 5.4 GHz max. boost clock, 16-core/32-thread CPU, with a configurable TDP (between 55 W and 75 W) and Radeon 610M iGPU. The host ASUS ROG Strix SCAR 17 laptop is no slouch thanks to some very generous hardware specifications, including a mobile NVIDIA RTX 4090 GPU, 32 GB of DDR5 memory, 2 TB SSD, and a 17.3" 240 Hz IPS display. Listed at 5599 AUD (~$3800) on Computer Alliance, or £3904.79 (~$5000) chez Lamba-Tek, you would expect the best possible performance for those prices. The two online retailers have not confirmed any concrete release dates for the high-end ASUS laptop.

For those looking to build something more professional than your average run of the mill PC, ASUS new Pro WS W680M-ACE SE motherboard might be the thing you've been looking for. The Intel W680 chipset based board sports a mATX form factor and packs in a range of rather unusual features that you more often would find on a board from Supermicro or Tyan than ASUS. One such feature is onboard BMC remote management via an ASpeed AST2600 SoC which features a pair of Arm Cortex A7 cores and a Cortex M3, as well as a dedicated 2D graphics chip. The board also sports a SlimSAS port which supports either four SATA drives or a single PCIe 4.0 x4 storage device, although ASUS doesn't support any cables in the box for the port.

As this is a workstation motherboard, it obviously supports ECC memory and in this case we're talking DDR5 with full transactional ECC support, rather than the on-die ECC that all DDR5 features. Other more common motherboard features include a pair of PCIe 4.0 x4 NMVe M.2 slots, a single PCIe 5.0 x16 slot, a PCIe 4.0 x4 slot and a PCIe 3.0 x1 slot. The board also has a pair of 2.5 Gbps Ethernet port and a third 1 Gbps Ethernet port which is connected the AST2600, a 10 Gbps USB 3.2 Gen 2 Type-C port, as well as a DisplayPort and HDMI port, plus a VGA port which again is connected to the AST2600. ASUS promises 24/7 reliability at ambient temperatures of up to 45 degrees C and a relative humidity of up to 80 percent. The board also comes with ASUS' Control Center Express, which is ASUS' IT management software. No word on pricing, but the ATX sized version retails for around US$330, suggesting that the mATX version should be somewhat cheaper.

AYANEO, an Asian manufacturer known for its mobile handhelds, has introduced a new device, the AYANEO Kun. The Kun is powered by the latest AMD Ryzen 7 7840U mobile processor from the Ryzen 7040 series. This SoC includes eight Zen 4 cores and an integrated graphics unit based on the RDNA 3 architecture with 12 compute units. The console's dimensions stand at 312 x 133 x 21.9 mm, making it slightly wider but slimmer than ASUS's ROG Ally, with the exact weight yet to be disclosed. Kun's battery capacity is rated for 75Wh, as compared to other handhelds' 40 Wh, potentially indicating a longer battery life.

The AYANEO Kun's other notable features include its 8.4-inch display with an IPS panel and resolution of 1,920 x 1,200 pixels. For controls, the device utilizes a D-Pad and two Hall sensor-equipped joysticks for gaming. The shoulder buttons also employ Hall sensor technology. There are touchpads on either side of the display, along with other function keys and the A/B/X/Y keys. For the first time, AYANEO has integrated buttons at the back of the device, offering customizable functions. The device provides two Type-C (likely USB4), one USB Type-A, and one 3.5 mm jack connection. More comprehensive technical details, model variants, and pricing information are to be released during the official unveiling of the AYANEO Kun scheduled for August.

ASUS Republic of Gamers (ROG) today announced collaboration centered around EVA-02 and Asuka from the long-celebrated Evangelion anime series. PC DIY builders and anime lovers can now enjoy a second impact of premium ROG components and peripherals elevated by the classic EVA-02 red and orange colorway with a variety of custom Evangelion-themed decals and graphics. The new powerhouse arsenal includes a ROG Maximus motherboard, ROG Strix GeForce RTX graphics card, ROG Ryujin AIO cooler, ROG Hyperion gaming case, graphics card holder, peripherals and other gear.

ROG Maximus Z790 Hero EVA-02 Edition motherboard
This special version of the feature-packed ROG Maximus Z790 Hero arrives with EVA-02's signature red and orange theme, with traces of green. The backplate design comes with EVA-02 Beast Mode and Evangelion patterns, supporting this motherboard's immense power and control, as it takes 13th Gen Intel Core processors and DDR5 memory kit to the next level. And an A.T. Field design around the CPU socket and Polymo lighting on the I/O cover switches between Asuka and regular EVA-02 as another artistic flourish.

ASUS has issued a BIOS update for the ROG Ally that should help resolve multiple usability issues, most of them being fairly minor issues, but they're all quality of life improvements nonetheless. To start with, ASUS has made optimisations to the performance mode with the Ally plugged in to a power source, although the company didn't explain exactly what this means. Another minor improvement allows the "Memory Assigned to GPU" setting to be kept when updating to a new BIOS version, a setting that used to get reset prior to this BIOS release.

Another minor quality of life update is the ability to reduce the backlight to 10 nits now, down from the previous 25 nits, which should make it more comfortable to use the ROG Ally in dark rooms. Finally and possibly the most important part of this update is the ability to charge at 30 W from 65 W or higher rated USB-PD chargers. What ASUS has done here is improvements to the USB-PD "handshake" to make sure that the ROG Ally gets the right power from the power adapter. This was apparently not working as intended previously and the ROG Ally would charge at a slower rate. It should be noted that not all chargers will provide enough power to the ROG Ally, especially if other devices are charging at the same time. ASUS points out that if the battery is draining when the Ally is plugged in, a different charger should be used.

ASUS is readying a wider range of Evangelion-themed ROG product line, building on the collaboration the company built with the popular Japanese action anime in 2022. The 2023 lineup is comprehensive, and includes a special Evangelion edition of the ROG Maximus Z790 Hero motherboard, special edition variants of GeForce RTX 40-series ROG Strix graphics cards (could be anything from the RTX 4070 thru RTX 4090), a special edition ROG Hyperion GR701 case, themed ROG Ryujin II AIO CPU cooler, a themed ROG Thor ATX 3.0 power supply, and lastly, keycap and body panel sets for its various ROG gaming peripherals. ASUS is planning to showcase the 2023 Evangelion lineup at Bilibili World, later this month.

Today, Intel announced it has agreed to a term sheet with ASUS, a global technology solution provider, for an agreement to manufacture, sell and support Intel Next Unit of Compute (NUC) 10th to 13th generations systems product line, and develop future NUC systems designs. "Our NUC systems product team delivered unique products that spurred innovation in the ultra-small form factor market. As we pivot our strategy to enable ecosystem partners to continue NUC systems product innovation and growth, our priority is to ensure a smooth transition for our customers and partners. I am looking forward to ASUS continuing to deliver exceptional products and supporting our NUC systems customers," said Sam Gao, Intel vice president and general manager of Intel Client Platform Solutions.

Intel is pivoting its strategy to enable ecosystem partners to continue NUC systems product line innovation and growth. ASUS's expertise and track record delivering industry-leading mini PCs to customers make it ideally suited to continue driving innovation and growth in NUC systems products. "Thank you, Intel, for your confidence in us to take the NUC systems product line forward. I am confident that this collaboration will enhance and accelerate our vision for the mini PC - greatly expanding our footprint in areas such as AI and AIoT," said Joe Hsieh, ASUS chief operating officer. "We are committed to ensuring the excellent support and service that NUC systems customers expect."

The AS5402T and AS5404T are here! The all-new gaming-inspired AS54 series bring numerous improvements to deliver a phenomenal combination of performance and price. The AS54 series is powered by Intel's latest 10 nm Celeron N5105 Quad-Core that turbos up to 2.9 GHz. The N5105 represents a 31% performance uplift over the previous generation of Celeron CPUs while the included 4 GB DDR4-2933 of RAM that brings up to 20% more performance than DDR4-2400.

New to the AS54 are the addition of four M.2 slots for NVMe SSDs. These slots use PCIe 3.0 to allow for lightning-fast read and write speeds. Installed M.2 SSDs can be used for system storage, caching or both, and significantly enhances access speed for data on different types of volumes. This feature provides the AS54 series with the dual benefits of maximum speed and maximum capacity.

ASUS today introduced the ProArt GeForce RTX 4060 Ti 16 GB graphics card series. These cards offer a cooling solution that's essentially the same as the ROG Strix RTX 4060 Ti, but with a more sober product design suitable for design studios. The 16 GB of memory should benefit certain kinds of creator applications with large data sets. Memory size aside, this is essentially the same RTX 4060 Ti, and while for gaming it's a 1080p thru 1440p class product, for creator applications, the GPU should easily suit higher resolutions such as 4K Ultra HD. You can also benefit from the GeForce Studio drivers that offer certification for several key content creation application suites.

There are three sub-variants of the ProArt RTX 4060 Ti 16 GB based on the clock-speeds on offer. The regular one sticks to NVIDIA-reference clock speeds of 2535 MHz with the default BIOS, and 2565 MHz with the OC BIOS. The ProArt RTX 4060 Ti Advanced Edition steps this up to 2580 MHz in the OC BIOS. The top ProArt RTX 4060 Ti OC Edition significantly dials up the clock speeds to 2685 MHz, which is close to that of the ROG Strix O8G. All three cards come with a complimentary 3-month Adobe Creative Cloud subscription.

ASUS today announced the Prime 750 W Gold and 850 W Gold power supplies, designed to give mainstream DIY PC users reliability and build quality without breaking the bank. The 750 W and 850 W Gold are the first power supplies to join the Prime family, bringing the ATX 3.0 standard, fully modular cables and an eight-year warranty. And whether it is the Prime AP201 MicroATX case or motherboards like the Prime Z790-A WiFi, the Prime series is synonymous with classy, understated designs that can look amazing in any build.

Build-friendly features
ASUS Prime Gold Series power supplies are loaded with all of the features that PC builders have come to expect from a high-quality PSU. Both models are fully modular, allowing users to cut down on build clutter by only using the cables they need. As ATX 3.0-compatible power supplies, the ASUS Prime Gold Series units are also fully compatible with NVIDIA GeForce RTX 40 series graphics cards, thanks to their native 16-pin 12VHPWR cable.

An ASUS ROG MATRIX GeForce RTX 4090 overclocked by Splave became the first graphics card to break the 4 GHz GPU clock barrier. The card was overclocked to a blistering 4005 MHz GPU clock while leaving the memory untouched at 21 Gbps. The card was GPU Pi stable, and went on to set the single GPU record of 45.402 seconds. The ROG MATRIX was cooled using a liquid nitrogen evaporator, while the Core i9-13900K powering the rig was on AIO liquid CPU cooling. The CPU was left at stock frequency, and the memory ticked at vanilla DDR5-4800. The HWBOT validation of the feat can be accessed here.

ASUS IoT, the global AIoT solution provider, today announced PE1100N, a unmatched, ultra-compact computer for AI inferencing at the edge, and based on the next-generation and world-leading NVIDIA Jetson Orin series. It features a fanless design for quiet operation, rich industrial connectivity for serious flexibility and supports a wide range of power inputs and operating temperatures for maximum versatility and durability.

With the powerful Jetson platform, featuring an efficient Arm processor and embedded NVIDIA GPU, PE1100N delivers energy-efficient computing with powerful AI-inferencing capabilities, making it ideal for diverse, scalable edge AI applications in smart city, transportation, manufacturing and more - including traffic analysis, people-tracking, counting and surveillance. Also, PE1100N's compact size and anti-vibration design make it especially ideal for smart manufacturing solutions, such as automated guided vehicle (AGVs), autonomous mobile robots (AMRs), AI-powered automated optical inspection (AOI) and robotics applications - accelerating time to market for AI applications.