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Today's Hardware Pulse

Nvidia driver hints at progress on next‑gen DLSS 5

Nvidia’s latest GeForce Game Ready driver (610.47) adds three new DLSS profile options, indicating continued work on DLSS 5 neural‑rendering technology. The earlier DLSS 5 reveal sparked debate over AI‑driven image alteration, and this driver update provides the first concrete sign of advancement.

I Was Spending $5 at a Time on AI APIs. Then I Did the Math on Local Hardware.
BlogMar 8, 2026

I Was Spending $5 at a Time on AI APIs. Then I Did the Math on Local Hardware.

The author stopped rationing AI experiments to $5 per API call and built a desktop AI workstation to run models locally. By moving from costly token‑based services to a self‑hosted stack, he eliminated the per‑request expense and regained uninterrupted development...

By The AI Architect
Samsung Galaxy Watch Update: Critical Fixes Rolling Out Now
BlogMar 8, 2026

Samsung Galaxy Watch Update: Critical Fixes Rolling Out Now

Samsung has begun rolling out a major software update for its Galaxy Watch lineup, incorporating the February security patch along with stability and performance improvements. The update, ranging from 390 MB to 428 MB depending on the model, also adds battery life...

By Geeky Gadgets
U.S. Navy Awards Contract to Maintain TacNet Missile Datalink Radios
NewsMar 8, 2026

U.S. Navy Awards Contract to Maintain TacNet Missile Datalink Radios

The U.S. Navy has awarded a $347,318 contract to Rockwell Collins to repair and reconfigure TacNet 1.0 datalink radios used on the Joint Standoff Weapon (JSOW) and Harpoon Block II+ missiles. The sole‑source award, issued by the Naval Air Systems Command’s Precision...

By Defence Blog
U.S. Army National Guard Buys Small FPV Strike Drones
NewsMar 8, 2026

U.S. Army National Guard Buys Small FPV Strike Drones

The Tennessee Army National Guard has issued solicitations to purchase small unmanned aerial systems, including the Neros Archer, FlightWave Edge 130, and ModalAI Stinger Vision FPV drones, for use by the 117th Regiment Regional Training Institute. Each solicitation calls for two...

By Defence Blog
MacBook Ultra? Apple Still Expected to Release an Even Bigger MacBook Pro Update This Year
NewsMar 8, 2026

MacBook Ultra? Apple Still Expected to Release an Even Bigger MacBook Pro Update This Year

Apple unveiled MacBook Pro models powered by the new M5 Pro and M5 Max chips, with shipments starting March 11. Bloomberg’s Mark Gurman reports that a higher‑end MacBook Pro featuring a touchscreen and OLED display is slated for a late‑2026 launch, possibly branded...

By 9to5Mac
Apple Planning New 3D-Printed Aluminum Chassis for iPhone and Apple Watch: Report
NewsMar 8, 2026

Apple Planning New 3D-Printed Aluminum Chassis for iPhone and Apple Watch: Report

Apple is developing a 3‑D‑printed aluminum chassis for future Apple Watch models and potentially iPhone enclosures, building on its titanium‑printing success with the Watch Ultra 3. The new process aims to cut raw‑material usage, lower production costs, and enable complex internal...

By 9to5Mac
Apple Planning ‘New Colors’ for iMac Update This Year
NewsMar 8, 2026

Apple Planning ‘New Colors’ for iMac Update This Year

Apple is expected to introduce a refreshed iMac color palette later this year, according to Mark Gurman's Bloomberg Power On newsletter. The current M4 iMac, launched in October 2024, ships in seven hues—blue, purple, pink, orange, yellow, green, and silver. While...

By 9to5Mac
Experimental Intel Nova Lake P Device Bits Merged For Mesa 26.1
BlogMar 8, 2026

Experimental Intel Nova Lake P Device Bits Merged For Mesa 26.1

Mesa 26.1 now includes initial Nova Lake P device support for Intel’s ANV Vulkan and Iris Gallium3D drivers. The new bits add nine PCI IDs but remain hidden behind the FORCE_PROBE option, as the implementation is still experimental. This merge follows...

By Phoronix
Spoofing an Emergency Traffic Preemption Signal
BlogMar 8, 2026

Spoofing an Emergency Traffic Preemption Signal

Security researcher xssfox reverse‑engineered a Tomar Strobecom II emergency vehicle preemption (EVP) system and demonstrated that an Arduino‑based infrared transmitter can spoof the signal to turn traffic lights green. The analysis revealed the protocol relies on pulse‑skipping infrared bursts and...

By Hackaday
Linux 7.0 Fixes Battery Reporting For The Apple Magic Trackpad 2
BlogMar 8, 2026

Linux 7.0 Fixes Battery Reporting For The Apple Magic Trackpad 2

Linux 7.0 kernel includes a fix for Apple Magic Trackpad 2 battery reporting when connected via USB. The change modifies the hid‑magicmouse driver to correct an HID descriptor length check, restoring accurate battery level display. The fix is part of the...

By Phoronix
Video: Hyundai's Firefighting Robots Lead the Way Into Burning Buildings
NewsMar 8, 2026

Video: Hyundai's Firefighting Robots Lead the Way Into Burning Buildings

Hyundai Motor Group has donated four autonomous firefighting robots to fire stations across South Korea, built on the HR‑Sherpa unmanned vehicle platform. The robots combine a water cannon, infrared and regular cameras, temperature‑resistant tires, and a self‑spraying cooling system that...

By New Atlas Robotics
HEBI Robotics Awarded $850,000 Business Contract by NASA
NewsMar 8, 2026

HEBI Robotics Awarded $850,000 Business Contract by NASA

NASA has granted HEBI Robotics an $850,000 Phase II SBIR contract to develop and test space‑rated actuation hardware. The two‑year effort will produce modular actuators and compatible avionics for low‑Earth‑orbit and geosynchronous missions. HEBI’s technology aims to survive ionizing radiation and...

By Robotics & Automation News
Gravis Robotics Expands Into US with Autonomous Construction Equipment Platform
NewsMar 8, 2026

Gravis Robotics Expands Into US with Autonomous Construction Equipment Platform

Gravis Robotics announced its full commercial rollout in the United States at CONEXPO‑CON/AGG 2026, showcasing live autonomous earth‑moving equipment alongside partners Develon and Hitachi. The company introduced Gravis Copilot, a machine‑guidance platform that makes existing fleets autonomy‑ready without altering workflows. Deployments...

By Robotics & Automation News
Everspin & the MRAM Market
BlogMar 8, 2026

Everspin & the MRAM Market

Magnetoresistive RAM (MRAM) offers non‑volatile, high‑speed performance with virtually infinite endurance, positioning it as a potential "universal memory." Industry analysts forecast the global MRAM market to expand from roughly $912 million in 2025 to $4.8 billion by 2035, a compound annual growth...

By Tech Investments
I Watched Netflix on the New Echo Show 8 – Here Are 3 Things I Discovered
NewsMar 8, 2026

I Watched Netflix on the New Echo Show 8 – Here Are 3 Things I Discovered

Amazon’s latest Echo Show 8 refresh brings a smoother Netflix experience, with built‑in access, rapid QR‑code sign‑in, and refined voice controls. The 8‑inch screen streams at 1280 × 800 resolution and lacks HDR, delivering acceptable but not premium picture quality. Audio performance, however,...

By T3
My RTX 4090's Fans Go Full Blast for 5 Seconds Within 24 Hours After Reinstalling Windows!
NewsMar 8, 2026

My RTX 4090's Fans Go Full Blast for 5 Seconds Within 24 Hours After Reinstalling Windows!

A Founder's Edition RTX 4090 repeatedly ramps its fans to full speed for about five seconds within 24 hours after a Windows or Linux reinstall. The spike occurs regardless of workload, with idle temperatures around 35 °C and gaming peaks in the low‑60 °C...

By AnandTech
First Reports of Missing ROP Units in NVIDIA’s RTX PRO 5000 Blackwell
BlogMar 8, 2026

First Reports of Missing ROP Units in NVIDIA’s RTX PRO 5000 Blackwell

After the Blackwell launch, a user discovered that an RTX PRO 5000 workstation GPU reports only 160 render output units (ROPs) instead of the expected 176. Multiple diagnostic tools confirmed the shortfall, suggesting a hardware configuration issue rather than software misreading. NVIDIA...

By Igor’sLAB
China Plans Its Own ASML: Semiconductor Industry to Become More Independent
BlogMar 8, 2026

China Plans Its Own ASML: Semiconductor Industry to Become More Independent

Leading Chinese chip executives issued a stark assessment of their domestic semiconductor sector, calling it small, fragmented, and weak despite years of state subsidies. Their analysis, timed with the 2026‑2030 five‑year plan, sets targets to stabilize 28 nm production, achieve reliable...

By Igor’sLAB
Is It Me or Is High Fps Gaming a Bit Overrated?
NewsMar 8, 2026

Is It Me or Is High Fps Gaming a Bit Overrated?

Long-time 60 Hz gamer upgrades to a 360 Hz OLED monitor and finds that while colors and motion handling improve, the visual benefit of frame rates above 90 fps diminishes. The author notes little perceptual difference between 90 fps and 120‑150 fps in controller‑based, non‑twitch...

By AnandTech
Intel Current and Future Lakes & Rapids Thread
NewsMar 8, 2026

Intel Current and Future Lakes & Rapids Thread

Intel’s Coffee Lake desktop CPUs are slated for an August 2017 launch, introducing 6‑core i7 and i5 parts on the Z370 platform. The Z370 chipset will omit integrated Wi‑Fi and USB 3.1 Gen2, features that are reserved for the upcoming Z390 and...

By AnandTech
Bluetti Unveils Elite 300, Tiniest 3 kWh Power Station
SocialMar 8, 2026

Bluetti Unveils Elite 300, Tiniest 3 kWh Power Station

Bluetti launching Elite 300, world’s smallest 3 kWh portable power station #energysky -- via pv magazine global: https://t.co/2LslwEAOQq

By Tor “SolarFred” Valenza
From Sensors to Evidence: Why Automated Buildings Need Environmental Memory
BlogMar 8, 2026

From Sensors to Evidence: Why Automated Buildings Need Environmental Memory

Building automation has evolved from simple sensor networks to real‑time control platforms that optimize comfort and energy use. However, most systems are designed for immediate visibility rather than preserving a lasting, tamper‑proof record of environmental conditions. The article argues that...

By AutomatedBuildings.com
Apple's Entry-Level M5 SoC in the MacBook Air 13 only Consumes 7-8 Watts in Games Like Cyberpunk 2077 or Baldur's...
BlogMar 7, 2026

Apple's Entry-Level M5 SoC in the MacBook Air 13 only Consumes 7-8 Watts in Games Like Cyberpunk 2077 or Baldur's...

Apple’s entry‑level M5 SoC in the 13‑inch MacBook Air delivers impressive power efficiency, consuming only 7‑8 watts while running demanding titles such as Cyberpunk 2077 and Baldur’s Gate 3. The passively cooled design stabilizes power draw around 8 W, yet still achieves roughly 19.6 fps at...

By Notebookcheck
Boeing Christens Second Extra-Large Orca Submarine Drone
NewsMar 7, 2026

Boeing Christens Second Extra-Large Orca Submarine Drone

Boeing has commissioned its second extra‑large Orca uncrewed undersea vehicle, designated XLE2, marking the third hull in the program after XLE0 and XLE1. The 85‑ton, 85‑foot platform boasts a 6,500‑nautical‑mile endurance, hybrid electric power and a 33‑foot mission bay capable...

By Naval News
UKRI Launches £76 Million ($102 Million USD) National Compute Resource Initiative
NewsMar 7, 2026

UKRI Launches £76 Million ($102 Million USD) National Compute Resource Initiative

UK Research and Innovation (UKRI) has committed £76 million to launch four National Compute Resources across the United Kingdom, marking the first operational step of the UK Compute Roadmap. The hubs—Cambridge’s GPU‑rich Dawn, Birmingham’s water‑cooled Baskerville, UCL’s CPU‑heavy Charger, and Edinburgh’s...

By Quantum Computing Report
Galaxy S26 Ultra Shines Thanks to Hardware, Not AI
SocialMar 7, 2026

Galaxy S26 Ultra Shines Thanks to Hardware, Not AI

The best part of the Galaxy S26 Ultra isn't the AI; it's the hardware. And given Samsung's history, that should come as no surprise. My 10-day review is up! Join me in the live chat for the Premiere: https://youtu.be/d6SPfWamurY

By Michael Fisher (MrMobile)
Lock in the RTX 5070 for $599 Before Prices Skyrocket Even Further — Custom Overclocked Model Is only $50 Above...
NewsMar 7, 2026

Lock in the RTX 5070 for $599 Before Prices Skyrocket Even Further — Custom Overclocked Model Is only $50 Above...

The PNY GeForce RTX 5070 OC Triple Fan is now listed at $599 on Walmart, sitting $50 above its launch MSRP but $30 cheaper than the next lowest‑priced RTX 5070 on the market. This mid‑range card benefits from Nvidia’s Blackwell architecture, delivering...

By Tom's Hardware
The Essential AirPods Pro Settings Guide for 2026
BlogMar 7, 2026

The Essential AirPods Pro Settings Guide for 2026

The guide outlines 15 underused AirPods Pro settings that can dramatically improve sound quality, convenience, and cross‑platform usability. Features such as Adaptive Audio, Spatial Audio, and Live Translation are highlighted, along with practical tweaks like disabling automatic ear detection and...

By Geeky Gadgets
China Warns of Global Chip Shortages as Nexperia Dispute Escalates Again
NewsMar 7, 2026

China Warns of Global Chip Shortages as Nexperia Dispute Escalates Again

China's commerce ministry warned that escalating tensions between Dutch chipmaker Nexperia and its Chinese subsidiary could spark a new global semiconductor shortage. The dispute intensified after the Dutch headquarters disabled office accounts in China and suspended wafer supplies to the...

By Yahoo Finance – Finance News
Valve Reconfirm the Steam Frame, Steam Machine and Steam Controller Are Due in 2026
NewsMar 7, 2026

Valve Reconfirm the Steam Frame, Steam Machine and Steam Controller Are Due in 2026

Valve has reaffirmed that its three upcoming hardware products—the Steam Frame, Steam Machine, and Steam Controller—will ship in 2026, updating its Year In Review to state a definitive launch timeline. While the Steam Frame targets a niche market, the Steam...

By GamingOnLinux
9to5Mac Overtime 062: MacBook Neo Lets the iPad Be an iPad
NewsMar 7, 2026

9to5Mac Overtime 062: MacBook Neo Lets the iPad Be an iPad

The 9to5Mac Overtime episode 062 dives into Apple’s newly announced MacBook Neo, a $599 laptop that essentially repurposes iPad hardware to run macOS. Hosts Jeff Benjamin and Fernando Silva highlight its low price, shared components with the iPad, and potential...

By 9to5Mac
India Grants Subsidy to $360m Chip Assembly Project
NewsMar 7, 2026

India Grants Subsidy to $360m Chip Assembly Project

India announced a subsidy for a $360 million back‑end semiconductor assembly plant being built by Kaynes in partnership with Japan’s Mitsui & Co. and Aoi Electronics. The government support aims to lower capital costs and accelerate the plant’s commissioning, targeted for later this...

By Nikkei Asia – Economy
Canada Quantum Computing Companies 2026
BlogMar 7, 2026

Canada Quantum Computing Companies 2026

Canada’s quantum sector reaches a pivotal moment in 2026 as Xanadu clears its final SEC filing, paving the way for a $3.6 billion SPAC merger that would make it the world’s first publicly traded pure‑play photonic quantum computer. The company joins...

By Quantum Zeitgeist
Soundcore Nebula P1 Speakers Pop Off and Last 20 Hours
BlogMar 7, 2026

Soundcore Nebula P1 Speakers Pop Off and Last 20 Hours

Soundcore unveiled the Nebula P1 portable projector at MWC 2026, pairing a 1080p, 650‑ANSI‑lumen projector with detachable 10‑watt Bluetooth speakers that run up to 20 hours on their own battery. The speakers magnetically attach for a 2.0 stereo experience and detach to become...

By The Gadgeteer
REDMAGIC Just Teased Another Small Gaming Tablet That's Got Me Hyped
NewsMar 7, 2026

REDMAGIC Just Teased Another Small Gaming Tablet That's Got Me Hyped

Redmagic announced a teaser for its next Gaming Tablet 5 Pro on Weibo, positioning the device for a summer 2026 launch. The teaser shows a compact tablet held by a carbon‑fiber robot hand and hints at a Snapdragon 8 Elite Gen 5 processor. The upcoming model...

By Android Central
MAHE Advances India’s National Quantum Mission with New Hub
BlogMar 7, 2026

MAHE Advances India’s National Quantum Mission with New Hub

Manipal Academy of Higher Education has launched Quantum‑Hub@MAHE at its Manipal Institute of Technology in Bengaluru, creating a university‑led ecosystem to support India’s National Quantum Mission. The hub opens with a 25‑qubit dilution refrigeration system and an open‑architecture approach that...

By Quantum Zeitgeist
Resources For GNOME Adds Intel Xe GPU Power Usage & Intel NPU Frequency Reporting
BlogMar 7, 2026

Resources For GNOME Adds Intel Xe GPU Power Usage & Intel NPU Frequency Reporting

Resources 1.10.2, the GNOME‑based system monitor, now supports power usage monitoring for Intel Xe GPUs and core‑frequency reporting for Intel NPUs. The update also corrects previously inaccurate NPU utilization metrics. Packages are available via GitHub and Flatpak, making the upgrade...

By Phoronix
Smart Ceramics Reveal a New Way to Control Heat Transfer, Boosting Thermal Conductivity Nearly Threefold
BlogMar 7, 2026

Smart Ceramics Reveal a New Way to Control Heat Transfer, Boosting Thermal Conductivity Nearly Threefold

Researchers at Oak Ridge National Laboratory, Ohio State University and Amphenol demonstrated that applying an electric field to relaxor‑based ferroelectric ceramics dramatically extends phonon lifetimes, boosting thermal conductivity by nearly threefold along the field direction. Using inelastic neutron‑scattering at the...

By Nanowerk
I Tried the Dreamie Smart Sleep Companion, and It’s Become My Favourite Way to Wake up and Wind Down
NewsMar 7, 2026

I Tried the Dreamie Smart Sleep Companion, and It’s Become My Favourite Way to Wake up and Wind Down

Dreamie is a $249.99 smart sleep assistant that combines alarm clock, sunrise light, and built‑in audio without requiring a phone or subscription. The device features a 5.5‑inch touchscreen, 360° speaker, RGB lighting, and Wi‑Fi updates, and it offers customizable wind‑down...

By T3
Safaricom Powers the 2026 WRC Safari Rally with Advanced Connectivity, IoT Solutions
BlogMar 7, 2026

Safaricom Powers the 2026 WRC Safari Rally with Advanced Connectivity, IoT Solutions

Safaricom has been named the official technology and connectivity partner for the 2026 World Rally Championship Safari Rally in Kenya. The telco will deploy multiple Connectivity on Wheels units and optimise its 5G network to support high‑speed livestreaming, media centres,...

By TelecomDrive
Apple’s $599 MacBook Changes the Game
BlogMar 7, 2026

Apple’s $599 MacBook Changes the Game

Apple introduced a $599 MacBook, the first low‑cost entry in its laptop line, alongside a budget iPhone and refreshed iPads. The new MacBook retains core Apple design and an M‑series chip, though with a lower‑tier processor, aiming to attract price‑sensitive...

By Rich on Tech
Techman Robot and Tesollo Unveil Adaptive Robotic Gripper Solution for High-Mix Manufacturing
NewsMar 7, 2026

Techman Robot and Tesollo Unveil Adaptive Robotic Gripper Solution for High-Mix Manufacturing

Techman Robot Korea and Tesollo unveiled an adaptive robotic gripper solution for high‑mix, low‑volume manufacturing at the 2026 Smart Factory & Automation Industry Exhibition. The system pairs the TM5S collaborative robot with Tesollo’s DG‑3F‑M three‑finger articulated gripper, offering 2.5 kg pinching...

By Robotics & Automation News
Samsung Put a Face on AI and Shrunk It Down to Pocket Size
BlogMar 7, 2026

Samsung Put a Face on AI and Shrunk It Down to Pocket Size

Samsung Display unveiled the Mini PetBot concept at MWC 2026, a pocket‑sized companion robot that uses a 1.34‑inch circular OLED screen as an expressive face. The tiny display animates eyes and facial cues in response to voice and touch, aiming to make...

By The Gadgeteer
Nothing Phone 4a: The New King of Mid-Rangers?
BlogMar 7, 2026

Nothing Phone 4a: The New King of Mid-Rangers?

Nothing's Phone 4a launches into the mid‑range segment with a distinctive transparent back, Gorilla Glass 7i protection and customizable glyph lighting. Powered by the Snapdragon 7S Gen 4 and offered with 8 GB or 12 GB of RAM, it delivers smooth performance and a 120 Hz AMOLED...

By Geeky Gadgets
Razer Viper V4 Pro Gaming Mouse Leaks in Physical and Online Stores
BlogMar 7, 2026

Razer Viper V4 Pro Gaming Mouse Leaks in Physical and Online Stores

Razer’s upcoming Viper V4 Pro gaming mouse has been inadvertently exposed in retail stores, confirming leaked specifications. The mouse upgrades to a Focus Pro 50K sensor, adds Razer Optical Gen 4 switches, an optical scroll wheel, and retains a lightweight 49 g...

By TechPowerUp
Google Launches TensorFlow 2.21 And LiteRT: Faster GPU Performance, New NPU Acceleration, And Seamless PyTorch Edge Deployment Upgrades
NewsMar 7, 2026

Google Launches TensorFlow 2.21 And LiteRT: Faster GPU Performance, New NPU Acceleration, And Seamless PyTorch Edge Deployment Upgrades

Google released TensorFlow 2.21, promoting LiteRT from preview to a production‑ready on‑device inference framework that replaces TensorFlow Lite. LiteRT delivers a 1.4× speed boost on GPUs and introduces unified NPU acceleration for edge hardware. The update expands low‑precision operator support, adding...

By MarkTechPost
Agentic AI Redefines Semiconductor Design, Manufacturing, and Testing
SocialMar 7, 2026

Agentic AI Redefines Semiconductor Design, Manufacturing, and Testing

#Technology #Thread #Semiconductor #Manufacturing #Agentic The Semiconductor Let Us Explore Agentic AI In Semi: 1/ - Agentic AI Is Emerging As A New Paradigm In Semiconductor Engineering. - Where Intelligent Systems Assist Engineers Across Design, Manufacturing, And Test Workflows.

By Chetan Arvind Patil
Croft’s Quest to Make Battery Charging Exciting
SocialMar 7, 2026

Croft’s Quest to Make Battery Charging Exciting

Crofty after four races trying to make charging and recharging a battery exciting #Formula1 https://t.co/kjfJX4jJZJ

By Stephen Warwick
Valve Deletes Steam Machine 2026 Delay Reference
SocialMar 7, 2026

Valve Deletes Steam Machine 2026 Delay Reference

Bizarre update: Valve has removed the bit in its new blog post about the Steam Machine possibly not shipping in 2026. https://t.co/s9zuuDPD48

By Ethan Gach