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Every morning
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Tuesday recap
The 2nd Virtuoso workshop, part of ASPLOS 2026, will convene on March 23, 2026 in Pittsburgh to explore hardware‑software co‑design for memory management. Organized by CMU‑SAFARI, the full‑day event includes a tutorial, presentations of recent research, and hands‑on sessions using the open‑source Virtuoso framework. Attendees can review the foundational ASPLOS 2025 paper and access the project’s GitHub repository for code and datasets. The workshop aims to translate academic insights into practical HW/OS interface innovations.
The OCP Cold Plate Base Specifications working group reviewed the near-final draft and agreed to lock the document on Friday for formatting and submission, while leaving it open for final comments. The team asked for expert reviewers with core-plate design...
The OCP CE‑CP Cold Plate Base Specifications call focused on refining validation requirements for cold‑plate components ahead of the 2026 scaling push. Participants examined legacy specifications, highlighted practical field failures, and debated whether the scope should remain limited to individual...
The video explains the automation stack that keeps robot vacuums confined to indoor spaces and why they sometimes wander outside. Modern units combine depth sensors, optical flow, edge detection, and AI‑driven SLAM to map rooms. Some emit LAR pulses (a form...
The video walks through building a self‑contained inference‑as‑a‑service platform on Kubernetes, from provisioning GPU‑enabled clusters to deploying the first model. It targets organizations in regulated sectors—healthcare, finance, government—where data must never leave the corporate network, and it demonstrates how a...
The conversation centers on performance optimization and software‑hardware co‑design spanning PyTorch, CUDA, and NVIDIA GPUs, highlighted by the launch of SageMaker HyperPod—a service that keeps GPUs pre‑warmed for instant swapping. The speaker also promotes his new O'Reilly book that stitches...
The video is a three‑week hands‑on review of Samsung’s flagship Galaxy S26 Ultra, covering battery endurance, camera performance, AI utilities, and the revamped DeX desktop mode. The reviewer expected the 5,000 mAh cell to be a limitation, but Samsung’s power‑management tweaks...
The video is a real‑world test of Google’s newest budget flagship, the Pixel 10a, focusing on its design, hardware specs, and price positioning. It walks viewers through a day in Greenpoint, using local spots like Peter Pan Donut, Transmitter Park, and...
The video provides a straightforward walkthrough of the hardware architecture that underpins most programmable logic controllers (PLCs). It begins with the rack – the chassis that houses every module in designated slots – and explains that the first slot is...
On March 26, 2026, ETH Zürich’s Computer Architecture seminar featured a deep dive into machine‑learning‑driven memory and storage system design, presented by Rahul Bera, Rakesh Nadig, and Prof. Onur Mutlu. The session highlighted how AI techniques can automate tiered memory management,...
The interview with Francesco Gardin, CEO of Quantum Blockchain Technologies (QBT), centered on a recent final rejection from the U.S. Patent and Trademark Office and the company’s next steps. Gardin explained that while the term “final rejection” sounds conclusive, historically...
Nintendo’s latest firmware update (v22) adds a Handheld Boost Mode to the Switch 2, letting legacy Switch One titles run in handheld mode at the same resolution and visual quality as they do when docked. The toggle lifts many games from sub‑720p to...
Projectors have long lagged behind TVs for gaming, but the X‑Jimmy Horizon 20 Max changes that narrative. Leveraging a new rolling‑buffer chip, it streams image data line‑by‑line, eliminating the traditional one‑frame delay and adding native support for variable refresh rate (VRR) and...
The video spotlights how artificial‑intelligence workloads are gobbling up system memory, driving a sharp rise in DRAM and RAM prices. Consumers notice the impact when upgrading laptops or desktops, often confronting eye‑watering cost estimates for additional memory modules. The host...
The Black Hat USA 2025 presentation titled “Peril at the Plug” examined the alarming security and safety gaps in electric‑vehicle (EV) chargers, drawing on findings from the PON (Pon Automotive) hacking contest. The speakers outlined the extensive attack surface—multiple CPUs,...
LEDs require a series resistor to limit current and avoid premature failure. The video demonstrates using Kirchhoff’s voltage law to determine the exact resistor value for a 9 V battery powering a 3.2 V, 20 mA LED. By subtracting the LED’s forward voltage from...
The video explains how the world’s internet relies on a hidden network of submarine fiber‑optic cables that stretch across the ocean floor, connecting continents and carrying the bulk of global data traffic. Engineers load thousands of kilometers of ultra‑pure glass fiber...
The video evaluates gaming performance of Intel’s latest Panther Lake processor, the Core Ultra Series 3 paired with the integrated ARC B370i GPU, inside the Honor Magic Book Pro 14 laptop. Synthetic benchmarks place the chip’s 3DMark score between Nvidia’s RTX 3050 and RTX 3060 mobile GPUs, a...
The video showcases an end‑to‑end AI‑driven workflow for ESP32 development, using Claude Code to generate, compile, flash, and test firmware for an iOS voice‑keyboard project that turns a smartphone’s speech‑to‑text capability into a USB keyboard via BLE. Key insights include a...
Death Stranding 2 finally arrived on PC a year after its PlayStation debut, and the reviewer chose the Kojima‑branded ROG Flow Z13‑KJP to showcase the launch. The special‑edition laptop pairs a striking gold‑tinted chassis with carbon‑fiber accents and houses AMD’s Strix‑Halo...
Scott Manley revisits the 1982 Sinclair ZX Spectrum, using an emulated version to pilot a lunar lander in Kerbal Space Program. By loading a BASIC “lander” program via the classic tape interface and attaching the Interface 1 RS‑232 add‑on, he connects...
T‑Mobile is positioning wireless as its primary gateway into the rapidly expanding artificial‑intelligence infrastructure market, acknowledging that building a fiber network at scale would take years it does not have. The company cites a $1‑2 trillion AI opportunity and argues that only...
The talk revisits the seminal Rowhammer problem, presenting the 2020 "Revisiting Rowhammer" paper that conducted the largest experimental study to date on real DRAM chips. By testing roughly 1,600 devices from three major vendors across DDR3, DDR4, and LPDDR4 generations,...
The video reviews Switchbot’s AI Hub – a single‑box solution that bundles a smart‑home controller, an AI‑powered NVR and a conversational automation engine. By pre‑installing Home Assistant, Frigate (spelled Frigot in the demo) and OpenClaw, the device promises to let...
The lecture introduces micro‑architecture fundamentals by contrasting single‑cycle and multicycle processor designs. It explains that a single‑cycle processor implements the entire ISA instruction path—fetch, decode, execute, memory access, and write‑back—in one combinational pass, requiring the clock period to accommodate the...
The PC Perspective podcast’s 860th episode, recorded March 18, 2026, centered on Nvidia’s much‑talked‑about DLSS 5 and Intel’s upcoming Arrow Lake refresh. Host Sebastian Peak and the panel dissected the AI‑driven upscaling technology, noting that the demo required a dual‑RTX 5090 rig...
The OCP Community Engineering call on February 11 focused on progress updates for the ACF Cold Plate sub‑project and upcoming community events. Organizers reminded participants of the AMIA summit timeline, with presentation proposals due March 2 and final slides due March 23,...
The OCP CE ACF Cold Plate sub‑project call opened with logistical housekeeping and a reminder that the regional summit’s call for presentations closes on February 9. Participants were urged to submit abstracts and slide decks early to ensure representation of their...
The video introduces the Metro Live glasses, a feather‑weight wearable that weighs just 43 g and is designed for on‑the‑go live streaming. Equipped with a 119° field‑of‑view HD camera capable of 1080p video and 3264 × 2448 photos, the glasses can broadcast directly to...
The video spotlights a partnership between Princeton University’s Materials Institute and Mercer County Community College to build a virtual‑reality digital twin of a semiconductor packaging lab. The immersive simulator replicates the wafer lamination machine and other advanced equipment, allowing students...
The video reviews Samsung’s Galaxy Z TriFold, a discontinued yet still‑available foldable that combines phone, tablet, and laptop functions in a single device. Positioned as a bold statement to rivals, Samsung is liquidating remaining inventory while the market watches how...
The video introduces Lux, a new AI‑focused supercomputer being installed at Oak Ridge National Laboratory. Designed for the Department of Energy’s Genesis mission, Lux will serve as the primary platform for the American Science Cloud and Modeling Consortium, accelerating scientific...
The video introduces UniFi’s Airwire, a USB‑C network adapter that brings true Wi‑Fi 7 Multi‑Link Operation (MLO) to laptops. Unlike earlier USB adapters that only support single‑radio links, the Airwire aggregates 5 GHz and 6 GHz bands, offering up to 320 MHz channel width...
The Iiku 15R, unveiled with a floating design and rounded corners, is the latest flagship from the Chinese maker, built around Qualcomm’s Snapdragon 8 Gen 5 mobile platform. It sports a 6.59‑inch 2750 × 1260 AMOLED panel that runs at 144 Hz and a PC‑grade 1.5K...
Reolink TrackFlex Floodlight WiFi is put head‑to‑head with Ring’s Floodlight Cam Pro, focusing on how its dual‑lens, 360° PTZ and local‑only architecture differ from Ring’s fixed‑lens, cloud‑dependent model. The TrackFlex combines a 4K 8‑MP wide‑angle sensor with a separate 6× optical‑zoom...
The video walks through every distinction between Nothing’s budget‑friendly Phone 4A and its higher‑priced sibling, the Phone 4A Pro, helping viewers decide which model merits a purchase. Physically, the Pro upgrades to an all‑aluminum chassis while the standard 4A retains a plastic frame with...
The speaker describes stress-testing new GPU clusters by immediately pushing them to maximum load and routinely causing about 2% of units to fail within minutes because many accelerators are engineered to run extremely hot and rely on substantial cooling. He...
In the video, the presenter demonstrates how engineers can perform electromagnetic compatibility (EMC) measurements using equipment that costs from zero to about $500, avoiding the six‑figure spectrum analyzers typical of commercial labs. The core setup consists of an inexpensive function generator...
The Open Compute Project’s Technology Cooling System (TCS) Pipe Distribution workstream convened on March 12, 2026 to address the massive liquid‑cooling infrastructure required for next‑generation AI data centers. Speakers highlighted that the projected AI “tsunami” – hundreds of megawatts of GPU‑intensive...
TrueNAS users are reacting to iXsystems' recent announcement that public build scripts will no longer be part of the development pipeline. The company says the move shifts compilation internally while preserving the open‑core philosophy. The plan introduces three distinct offerings: a...
The SRC AIHW annual review highlighted a critical challenge in modern AI/ML systems: data movement consumes the majority of system energy, especially in large‑scale models running on edge TPUs where over 90% of power is spent on off‑chip interconnects. The...
The video announces the retail debut of the Zimmer Cube 2, the latest iteration of the brand’s DIY‑friendly NAS line that began with the original Cube and Cube Pro. Positioned as a direct‑to‑consumer product, the Cube 2 retains the six‑bay chassis, adds a...
Samsung’s recent S26 Ultra (and other Galaxy devices) hides a powerful Wi‑Fi diagnostics suite called Connectivity Labs. Users can unlock it by opening the Wi‑Fi settings, tapping the three‑dot menu, selecting Intelligent Wi‑Fi, and repeatedly tapping the version number until...
Jensen Huang, Nvidia’s chief executive, used the latest GTC platform to announce an aggressive new revenue target: at least $1 trillion in AI‑chip sales through 2027. The projection doubles the $500 billion high‑confidence demand he cited a year earlier for the company’s...
DDR5 memory's soaring prices and ambiguous warranty terms have sparked a consumer backlash, highlighted by a recent Australian case. The video examines how DDR5 kits have jumped roughly five times their price within six months, while manufacturers continue to offer...
Nvidia CEO Jensen Huang took to a recent interview to rebut critics who claim DLSS 5 erodes artistic control. He framed the upcoming version as a fundamentally different technology, emphasizing that it fuses geometry and texture handling with generative AI...
The lecture introduces storage‑centric architectures for genomics and metagenomics, focusing on how embedding filtering logic directly inside storage devices can alleviate the massive data‑movement and preparation bottlenecks that dominate current pipelines. By moving simple, low‑cost operations—such as exact‑match detection and...
Garmin has rolled out a dedicated WhatsApp Connect IQ app for its newer wearables, letting users access the messaging platform directly from the watch. The app installs in seconds from the Connect IQ store and pairs via two QR‑code scans that...
At Mobile World Congress 2026, HPE and Intel unveiled their next‑generation Gen12 server platform, positioning it as the backbone for AI‑enabled telecom networks from the 5G core to the edge. The new hardware delivers unprecedented density, allowing operators to replace three...
The video excerpt from Phil’s Lab focuses on controlled‑impedance design, explaining when and how engineers must manage trace impedance to preserve signal integrity in advanced digital hardware such as FPGA‑based systems, DDR memory, and gigabit Ethernet. Key concepts include the maximum‑power‑transfer...
