Today's Hardware Pulse
Nvidia driver hints at next‑gen DLSS 5 work
Nvidia’s GeForce Game Ready driver 610.47 adds three new profile options—Enable DLSS NR override, Enable DLSS NR SL override, and Override DLSS NR presets—suggesting continued development of DLSS 5 neural‑rendering technology. The earlier DLSS 5 reveal had sparked debate over AI‑driven image alteration, and the new driver hints at a quiet but ongoing effort.
Also developing:
By the numbers: Cyient Semiconductors raises $30M Series A
Seven Mental Models to Understand the AI Compute Era
The AI compute landscape expanded dramatically, with total tracked capacity jumping 8.5‑fold between Q1 2024 and Q4 2025, rising from 2.5 million to 21.3 million H100‑equivalent units. The article argues that this surge reflects a deeper power‑infrastructure race rather than merely more chips or larger models. To navigate this hidden layer, the author introduces seven mental models that frame compute sovereignty, supply‑chain dynamics, and geopolitical factors. These lenses are positioned as tools for executives, investors, and policymakers to assess who will dominate the AI frontier in the coming years.
FPGA Developer Claims Plaion's NeoGeo AES+ Is Effectively a “Bait and Switch”
Plaion announced the Neo Geo AES+, slated for a November 13 2026 launch, as a 1:1 hardware replica built on newly engineered ASIC chips rather than emulation or FPGA technology. The company highlighted collaboration with retro‑hardware experts Jotego and Furrtek in designing the...
According to a Leak, Microsoft’s Next Surface Lineup Will Feature a New Division: Snapdragon X2 for Consumers, Panther Lake for...
A leak reported by VideoCardz suggests Microsoft will split its upcoming Surface refresh between Qualcomm Snapdragon X2 processors for consumer devices and Intel’s Panther Lake (Core Ultra Series 3) for business models. The rumor aligns with recent announcements: Windows 11 26H1 is optimized for Snapdragon X2,...
CHUWI Admits to Incorrect Ryzen Configuration: CoreBook X and CoreBook Plus Can Be Returned by the End of May
On March 23 2026, CHUWI announced a recall of a limited batch of CoreBook X and CoreBook Plus laptops that were shipped with the wrong processor. The devices were marketed as AMD Ryzen 5 7430U but actually contain the older Ryzen 5 5500U, a discrepancy AMD has publicly...
Intel Is Reportedly Reconsidering Its Desktop Sockets, but Raptor Lake, of All Things, Might Still Be in the Running
Intel is reportedly planning to lengthen desktop socket lifespans, aiming for AMD‑style multi‑generation support. An insider leak suggests a Raptor Lake refresh could extend the aging LGA1700 platform alongside the upcoming Arrow Lake refresh on LGA1851 and Nova Lake on...
AMD’s openSIL Lands on an AM5 Consumer Board: The MSI PRO B850-P Becomes a Testing Ground for Coreboot Beyond AGESA
AMD’s openSIL firmware is being tested on a mainstream AM5 motherboard, the MSI PRO B850‑P, through a collaborative effort by 3mdeb. The project ports Coreboot and the Phoenix‑based openSIL stack, addressing challenges such as PCIe initialization and reliance on AMD PSP blobs....
Arch Linux Pulls the Plug on Pascal: GTX 10 Cards Are Dropped From the Default Path with NVIDIA 590
Arch Linux announced that its default NVIDIA 590 driver will no longer support Pascal GPUs, including the GTX 10 series. Users of these cards must manually install the legacy nvidia‑580xx‑dkms package to retain functionality. NVIDIA’s own support plan limits Pascal, Maxwell...
Skin-Conforming Electrodes Improve Comfort in Long-Term Heart Monitoring
Researchers at NC State and UNC have created a skin‑conforming, gel‑free polymer electrode for ECG monitoring. The device incorporates a conductive polymer and surfactant into a POMaC elastomer, delivering adhesive, comfortable wear while matching the signal quality of commercial patches....
Nordic SoC Powers Holyiot Smart Badges
Holyiot Technology has embedded Nordic Semiconductor’s nRF54L15 system‑on‑chip into its Inkcard‑A1 e‑ink smart badge, delivering twice the processing power and three‑fold efficiency of the prior generation. The Bluetooth LE‑enabled badge can refresh images, QR codes or text in under six seconds...
Diamond Stretching and Squeezing Paves Way for Ultra-Precise Quantum Sensors
Researchers from Singapore University of Technology and Design and Yangzhou University have demonstrated that applying precise mechanical strain to silicon‑vacancy (SiV) centers in diamond can controllably alter their quantum properties. Under compressive stress the SiV retains its symmetry, while tensile...
Indra Group USA Launches $50 Million Manufacturing Center in Kansas for Next‑Gen FAA Radar
Indra Group USA opened a $50 million, 118,000‑square‑foot Manufacturing Center of Excellence in Olathe, Kansas, adding more than 200 high‑skill jobs. The facility will fulfill a multi‑million‑dollar FAA contract to build next‑generation air‑traffic surveillance radars and other defense communications equipment.
Conavi Medical Secures FDA 510(k) Clearance for Hybrid IVUS‑OCT Imaging System
Conavi Medical announced FDA 510(k) clearance for its next‑generation hybrid intravascular ultrasound‑optical coherence tomography system, positioning the company for a U.S. commercial rollout in the second half of 2026. The clearance opens a pathway into a global intravascular imaging market...
IBM and Arm Team Up to Build Dual‑Architecture Hardware for AI and Edge
IBM and Arm unveiled a strategic collaboration to develop dual‑architecture hardware devices that merge IBM’s enterprise‑grade system expertise with Arm’s energy‑efficient cores. The partnership targets AI, data‑intensive and edge workloads, promising greater flexibility, reliability and security for corporate customers.
Canada Launches Sovereign AI Supercomputing Program, Opens Applications
The Canadian federal government opened applications on April 15 for the AI Sovereign Compute Infrastructure Program, a key element of its Sovereign AI Compute Strategy. The initiative seeks private‑sector partners to design, build, operate and maintain AI‑optimized high‑performance computing systems,...
Turbo Energy and Hithium Link AI Optimization to Battery Storage Across Europe and Latin America
Turbo Energy announced a strategic partnership with battery maker Hithium to integrate its AI-driven optimization platform into Hithium’s storage systems, aiming to roll out software‑defined energy assets across commercial and industrial sites in Europe and Latin America. The deal builds...
Honor Launches 600 Lite with 108 MP Camera and 45W Fast‑charge in South Africa
Honor unveiled the 600 Lite in South Africa, a mid‑range phone that packs a 108 MP ultra‑clear camera, a 6520 mAh battery with 45W fast‑charging, and a metal‑forged unibody. The launch aims to raise the performance bar for budget‑friendly devices while emphasizing AI‑driven...
OPPO to Unveil Pad Mini, First Tablet with Snapdragon 8 Gen 5, at April 21 Event
OPPO announced that it will introduce the Pad Mini, the industry’s first tablet to use Qualcomm’s Snapdragon 8 Gen 5 chipset, at a launch event on April 21, 2026. The 8.8‑inch device is 5.39 mm thin, houses an 8,000 mAh battery and dual cameras, and promises a...
Roundhill Memory ETF Hits $1 B AUM in Just 10 Trading Days
Roundhill Investments' Memory ETF (DRAM) surpassed $1 billion in assets under management only ten trading days after its April 2 launch, marking the fastest‑growing thematic fund of 2026. The fund’s rapid inflow reflects investor appetite for direct exposure to global memory‑chip...
U.S. Army Deploys Ukraine‑Tested Merops Drones to Counter Iranian Shahed Threat
The U.S. Army has started fielding the Merops low‑cost interceptor drone, first used by Ukraine, to counter Iran‑made Shahed UAVs. Army Secretary Dan Driscoll said 13,000 units were bought in eight days at about $15,000 each, a price that could...
Milvus Robotics Launches SEIT F1500S, Fastest Forklift AMR with 3,500‑lb Capacity
Milvus Robotics introduced the SEIT F1500S forklift‑type autonomous mobile robot, boasting a 3,500‑lb payload and the highest speed among forklift AMRs. The new unit aims to replace manual forklift work with a fully autonomous, safety‑focused solution for dynamic warehouse and...
AWS Rolls Out Claude Opus 4.7 on Bedrock and G7e Instances for Faster SageMaker Inference
Amazon Web Services introduced Claude Opus 4.7 on its Bedrock service, offering a 1 million‑token context window and up to 10,000 requests per minute per region. At the same time, AWS unveiled G7e instances powered by NVIDIA RTX PRO 6000 Blackwell GPUs, delivering up...
Lattice and TI Join Forces to Advance Real-Time Edge AI Sensor Fusion
Lattice Semiconductor and Texas Instruments have teamed up to simplify sensor integration for edge AI, pairing TI’s mmWave radar and camera technologies with Lattice’s low‑power Holoscan Sensor Bridge FPGA solution. The joint architecture streams synchronized sensor data directly into GPU‑accessible...
Airsys Introduces LiquidRack for Rack-Level Liquid Cooling in AI and Edge Deployments
Airsys announced LiquidRack, a rack‑level liquid‑cooling platform aimed at mid‑density AI, data‑center, telecom and edge workloads. The system integrates fluid distribution, pumping and control directly at the rack, supporting 0.5‑8 kW per server and up to 80 kW per rack. It eliminates...
NEC Tapped for Navy Defence Equipment Fit Out
Australia has signed a deal with Japanese technology firm NEC to outfit three Royal Australian Navy frigates under the SEA3000 program. NEC will deliver nine types of defence equipment, including surface‑ship sonar, the UNICORN integrated communications system, navigation and identification...
Welin Lambie All-Electric Davit Achieves OPC Program Test Milestone
Welin Lambie, a Fairbanks Morse Defense company, announced that its TWPIV 5.0E all‑electric, dual‑point davit system completed the First Article Test for the U.S. Coast Guard’s Offshore Patrol Cutter (OPC) Stage 2 program in three days, a day ahead of schedule....
China’s Oppo Takes on iPhone in Japan with USD 2,000 Foldable Phone
Oppo is launching its flagship foldable, the Find N6, in Japan at a suggested retail price of ¥318,000 (about $1,999), positioning it above Samsung’s Galaxy Z Fold7. The device boasts a proprietary hinge that reduces the unfolded crease to just...
Capcom's Pragmata GPU Sells 1 Million Units in Two Days, Redefining Workload‑Specific Hardware
Capcom unveiled Pragmata, a GPU engineered for AI training, scientific computing and specialized rendering, and sold more than one million units within 48 hours at a launch price of $1,299. The rapid sell‑through signals strong demand for vertical‑specific silicon and puts...
Motorola Launches Budget Moto G Stylus 2026 and Moto Pad 2026 with Active Pen Support
Motorola announced the Moto G Stylus 2026, a budget smartphone featuring a fully integrated active stylus with pressure sensitivity and tilt detection, and the Moto Pad 2026 tablet, an 11‑inch 5G device aimed at light productivity. Both products aim to bring premium stylus...
Apple to Focus Hardware Team on Five Areas Under Johny Srouji
Apple announced that its newly merged hardware engineering and hardware technologies division will be organized around five focus areas. Chief Hardware Officer Johny Srouji detailed the groups—hardware engineering, silicon, advanced technologies, platform architecture, and project management—in an internal email to...
Anthropic Bites Back in the Compute Wars with Amazon Partnership
Anthropic is deepening its alliance with Amazon, committing more than $100 billion over the next decade to secure up to 5 gigawatts of compute power for training and operating its Claude models. Amazon will front $5 billion immediately, with an option to add...
Google to Fund Multiple TPU Designs for Future FM Models
I’m pretty close to this stuff but there was something here that was affirming, and that is that Google will fund many different TPUs based on the potential future direction of FM model architectures. And many won’t ever make it...
Chip Price Surge Rivals Oil Shock, Adds $300B Surplus
Chip price shock is by some measures as big as the current oil shock -- $300b annual increase in Korean/ Taiwan combined trade surplus v 24 based on latest data (depends of course on where oil settles for the rest...
BePrime Breach Leaks 12.6 GB of Client Data and Exposes 1,858 Network Devices
BePrime, a Mexican cybersecurity provider to firms like Iberdrola and Whirlpool, confirmed a hack that leaked 12.6 GB of data and gave attackers control of 1,858 Cisco Meraki devices. The breach, attributed to missing multi‑factor authentication, underscores supply‑chain risk in the...
Max‑setting Cyber
Well, not if someone in the single family home wants to play Cyberpunk 2077 at max settings - but I take your point. https://t.co/KTPoGJvvx5
PortalVR Enables SteamVR Gaming Without a Headset
PortalVR Lets You Play SteamVR Games Without Wearing a Headset by @GabRoXR #AR #VirtualReality #AR #AugmentedReality #Gaming https://t.co/P38JakGvGv
WindEurope 2026: Stillstrom Launches Offshore Charging Systems
Stillstrom unveiled two standalone offshore charging systems—the Power Hub and Power Tower—at WindEurope 2026. Both solutions can be installed without tying into existing turbine infrastructure, allowing flexible deployment across current and future offshore wind farms. The Power Hub is a...
Pacific Energy to Supply 81 MWh Battery Storage in NT
Pacific Energy to deliver 81MWh battery storage systems to Australia’s Northern Territory #energysky -- via Energy Storage News: https://t.co/z79yYnDVND
First Soft 3D Hydrogel Semiconductor Replicates Living Tissue
World’s First Soft #3D Hydrogel Semiconductor That Mimics Living Tissue by @tweetciiiim #EmergingTech #Innovation #Technology https://t.co/va8SZaZejg
Beating the Heat with On-Prem/Edge Solutions: How Precision Liquid Cooling Enables AI to Run Anywhere
Iceotope, UNICOM Engineering and Shell have unveiled a turnkey, liquid‑cooled AI rack that can handle over 50 kW per rack, enabling high‑density compute at the edge. The system replaces air cooling, eliminating thermal throttling and noise while supporting data‑sovereign, low‑latency workloads....
Future AI: Tiny, Cheap, Embedded, Not Massive
There's enormous focus on the heavy frontier AI models right now, but I don't think they're the future. The future will be lightweight "good enough" AI that can be embedded on cheap devices. Imagine a weed-killing robot. A tiny little thing,...
Wearables Provide Context for Powerful, Private Personal AI
Intelligent wearables provide the context that will enable personal AI to reach its potential. @Snapdragon Wear Elite unlocks richer agentic experiences on wearables, enabling intelligence that is present, efficient, and private. Read the OnQ blog post. https://t.co/kCDzIjtmAl
Exclusive: ICE Glasses
The Department of Homeland Security’s Science & Technology Directorate is funding a prototype smart‑glasses system, dubbed “ICE Glasses,” that will let federal agents scan people on the street and instantly match them against federal biometric databases. The hardware will integrate...
Netherlands Hides Trash Underground for Spotless Streets
Underground Waste Systems: The Netherlands’ Secret to Spotless Streets by @HowThingsWork_ #Technology #Innovation #EmergingTech #TechForGood https://t.co/5uMNGFKUqk
Tim Cook's Top Apple Innovations: From AirPods to AI
Tim Cook top Apple products (2011-2026): 1. AirPods (2016) 2. Watch (2015) 3. M-Series Chip (2020) 4. Macbook Neo (2026) 5. iPad Mini (2012) 6. iPhone 17 (2025) 7. Apple Pay (2014) 8. Apple TV+ (2021) 9. Vision Pro (2019) — 99. Apple Intelligence (2024) 100. Apple Pencil (2015)
3/4-Ounce Tiny Pod Pump Airs You up in Just over 1 Minute
Nitecore unveiled the AP01, a 0.77‑ounce (22 g) micro‑inflator that fills a sleeping pad in about 75 seconds. The battery‑free unit draws power via USB‑C, shedding roughly 1.6 oz (47 g) compared with internal‑battery rivals while maintaining a 200 L/min flow rate. Priced at $31.95,...
Disruption of Apple Hinges on This Chip Ecosystem
If something’s going to truly disrupt Apple, it’ll be powered by some derivative of this chip and ecosystem.
The Lenovo Legion Go S Is RAMageddon’s Latest Victim
Lenovo’s 8‑inch Legion Go S handheld has seen its price nearly double since launch, with the SteamOS Z1 Extreme version climbing from $830 to $1,580 at Best Buy. The Windows Z1 Extreme model now lists at $1,680, though a sale price...
OVHcloud, DEEP and Clever Cloud Selected by European Commission for Sovereign Cloud Framework
A European consortium of OV OVHcloud, DEEP by POST Luxembourg, and Clever Cloud has been chosen by the European Commission to deliver sovereign cloud services to EU institutions. The contract, worth up to €180 million (about $196 million) over six years, supports the...
AMD Bringing Back Ryzen 7 5800X3D to Save the World From DDR5
AMD announced a limited‑edition re‑release of the Ryzen 7 5800X3D, pricing it at $449 to mark the 10th anniversary of the AM4 socket. The move gives gamers a high‑performance, 3D‑V‑Cache CPU that can run on existing DDR4 platforms, sidestepping today’s steep DDR5...
PixelMob Is a Portable SSD That’s Basically a Palm-Sized PC with a Touchscreen Display, Thunderbolt 4, WiFi and LAN
PixelMob is a palm‑sized portable SSD that doubles as a mini PC, featuring a 7‑inch 1080p OLED touchscreen, Rockchip RK3588 processor, 12 GB RAM and multiple storage slots. It offers Thunderbolt 4, USB‑C/A, Wi‑Fi 6, 2.5 GbE, and an 11,600 mAh battery, positioning itself as...