Hardware

2026-11-10

Windows Task Manager hasn't improved in 30 years, Argus fills in all the gaps

Windows Task Manager hasn't improved in 30 years—Argus fills in all the gaps for you. The fan suddenly spins up wildly i

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2026-11-09

Your CPU may have been secretly downclocking all along: find out in 3 minutes and get back the performance you've lost

Your CPU might have been secretly downclocking all along: find out in 3 minutes and take back the performance you've los

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2026-11-09

DDR6 is coming: memory bandwidth increases 4x, building "dual-channel" no longer makes sense

DDR6 Is Coming: Memory Bandwidth Quadruples, Building "Dual-Channel" No Longer Makes Sense If you've ever built a PC yo

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2026-11-08

AI companies snap up gaming cards until prices rise, Nvidia quietly launches RTX PRO 5500

AI companies are snatching up gaming GPUs and driving prices through the roof—meanwhile, NVIDIA quietly launches the RTX

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2026-11-07

NVIDIA's new graphics driver is a game-changer: NVIDIA Studio 621.14 makes local large models 2.2x faster!

NVIDIA's new graphics driver is a game-changer: NVIDIA Studio 621.14 makes local large models 2.2x faster! People genera

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2026-11-05

Microsoft is serious about optimization this time, Win11 is "40% faster" on 8GB computers

Microsoft is serious about optimization this time—Windows 11 is "40% faster" on 8GB PCs. In an official blog post, Micro

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2026-11-05

AMD long-term roadmap exposed: RDNA 5+ graphics architecture launching in 2029 with Zen 7 APU

AMD's long-term roadmap exposed: RDNA 5+ graphics architecture to launch in 2029 alongside Zen 7 APUs. AMD GPU veteran l

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2026-11-04

Microsoft rewrites ray tracing foundation: test scene frame rate soars 47x, VRAM cut by 90%

Microsoft rewrites ray tracing foundation: test scene frame rate soars 47x, VRAM cut by 90%. Microsoft has released a ma

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2026-11-02

Stop making USB boot drives, Microsoft lets Windows 11 learn to reinstall itself

Stop making USB boot drives — Microsoft is teaching Windows 11 to reinstall itself. According to Microsoft's official st

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2026-10-31

Microsoft only changed a footnote

Six years later, Microsoft quietly stepped down from its TPM role. Microsoft did not "remove the TPM." Windows 11's hard

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2026-10-31

NVIDIA releases RTX 50 series patch to fix video stuttering and black screen issues

NVIDIA released a patch for the RTX 50 series to fix video stuttering and black screen issues. On October 27, NVIDIA rel

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2026-10-29

Nvidia quietly reduces next-gen AI chip bandwidth, down up to 26%: because memory can't keep up

Nvidia Quietly Cuts Bandwidth on Next-Gen AI Chips, Down as Much as 26%: Because Memory Can't Keep Up Nvidia has quietl

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2026-10-28

Intel APX is coming: registers doubled to 32, Win11 has already prepared the switch in advance

Intel APX is coming: registers doubled to 32, and Win11 has already prepared the switch in advance. Windows 11 preview b

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2026-10-25

AMD hands ZenDNN over to Intel: AI on CPUs finally no longer fighting separate battles

AMD folds ZenDNN into Intel: AI on CPUs finally stops fighting separate battles. AMD and Intel, these two sworn rivals w

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2026-10-23

Running a Local LLM on a Linux Server: systemd Units, GPU Checks, and the vLLM vs llama.cpp Call

The model answered fine in an SSH session last week. After the reboot there is no process, or the service is alive but a

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2026-10-22

Ollama in Docker With a GPU: The Compose Block, the Env Defaults, and the VRAM Math Behind Silent CPU Offload

A container that serves the first prompt and then crawls at four tokens per second is not slow hardware, it is a model s

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2026-10-21

Nvidia DLSS full suite brought to AMD graphics cards, developer is a civilian modder

NVIDIA's full DLSS suite has been ported to AMD graphics cards, and the developer is an independent modder. NVIDIA's DLS

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2026-10-21

Free open-source Nvidia GPU power modification: universal for 30-50 series, no flashing required, no bricking

Free open-source tool to modify Nvidia GPU power limits: works across the 30-50 series, no flashing required, no brickin

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2026-10-19

Windows 11's Settings may be moving to the Microsoft Store

Windows 11's "Settings" might be moving—to the Microsoft Store. Have you ever done this: you know an option in Settings

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2026-10-18

Nvidia slimmed down the DLSS 5 model by 24%: 20% less VRAM, frame generation up to 35% faster

Nvidia slimmed down the DLSS 5 model by 24%: 20% less VRAM usage, frame generation up to 35% faster. Over the past two d

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2026-10-16

Intel D270 Launched: 480GB VRAM on a Single Card, 300-Billion-Parameter Large Models Run on Air Cooling

Intel D270 Launched: 480GB of VRAM on a Single Card, a 300-Billion-Parameter LLM Runs on Air Cooling Alternative titles

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2026-10-15

17-year-old Windows 7 beats Win11 in gaming performance — but for the opposite reason you think

Windows 7, 17 years old, beats Windows 11 in gaming performance — but for the opposite reason you'd think. A system that

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2026-10-13

DDR4 went from 100 to 600: Intel and AMD are stepping aside across the board, should you buy memory now?

DDR4 jumped from 100 to 600: Intel and AMD are stepping aside in unison — is now the time to buy memory? In early Octobe

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2026-10-13

A community expert made it possible to use NVIDIA graphics cards on macOS

Let macOS use NVIDIA graphics cards too — a community wizard made it happen. Apple and NVIDIA fell out ten years ago, an

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2026-10-09

Buying a second-hand CPU got you "permanently banned along with it"? Riot's official response is a bit different

Bought a secondhand CPU and got "permanently banned by association"? Riot's official response tells a different story. A

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2026-10-05

Intel 7 new CPUs exposed, Nova Lake desktop CPU lineup leaked

Intel's 7 new CPUs exposed, Nova Lake desktop CPU lineup leaked. The lineup for Intel's next-generation desktop CPUs is

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2026-10-04

Microsoft pushes Windows 11 26H2 official version, actual test shows boot memory drops by 1.6G directly, are old computers saved?

Microsoft pushes Windows 11 26H2 official release, real-world test shows boot memory drops by 1.6GB — is there hope for

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2026-10-03

Windows Can Finally Run Linux Containers Natively: A wslc Hands-On

Windows can finally run Linux containers natively. A hands-on look at wslc, with real install timings. On September 29,

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2026-10-01

AMD's New Tech Cuts VRAM 47x: Ray Tracing Scene Drops from 80GB to 1.7GB

AMD published a ray tracing technique called tetrahedral cages on the GPUOpen developer blog. In a demo scene with ~25,0

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2026-09-30

Nvidia sells cards, Montage sells "water": the hotter AI gets, the more this Chinese chip company earns

NVIDIA sells the cards, Montage sells the "water": the hotter AI gets, the more this Chinese chip company earns. Montage

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2026-09-30

Windows kernel praised to the skies? The one saying it is from Google, and what's upset is still Linux fans

Windows Kernel Praised to the Skies? The One Saying It Works for Google, and It's Linux Fans Who Are Furious. Windows an

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2026-09-28

PS5 games have been directly "rewritten" into native Windows programs, and the first game has already been successfully rendered

PS5 games have been directly "rewritten" into native Windows programs, and the first game has already been successfully

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2026-09-25

Nvidia RTX 60 delayed to 2028: flagship VRAM stacked to 48GB, players wait an extra year and pay more

Nvidia RTX 60 delayed to 2028: flagship VRAM stacked to 48GB, gamers wait an extra year and pay more Veteran leaker kop

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2026-09-23

Microsoft wants to bring the mobile gaming "watch ads for rewards" model to PC and console games

Microsoft wants to bring mobile gaming's "watch ads for rewards" model to PC and console games. When I play mobile games

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2026-09-21

A laptop stuffed with 192GB of memory: AMD wants to let large models live directly inside the laptop

A laptop with 192GB of RAM: AMD wants to move large models directly into laptops. For the first time, an AMD-platform la

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2026-09-21

RTX 50 series laptop power limits have been broken: pulled from 140W to 180W, benchmark scores directly 16% higher

RTX 50-series laptop GPU power limits have been unlocked: pulling 140W up to 180W delivers a 16% boost in benchmark scor

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2026-09-20

Microsoft locks keys into the system vault, and local models on AI terminals finally no longer have to run "naked

Microsoft has locked the keys into a system vault, so local models on the AI terminal finally don't have to "run naked."

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2026-09-18

AI Companies Hoarding Gaming GPUs Push Prices Up — Meanwhile NVIDIA Quietly Launches the RTX PRO 5500, a Pro Card with 84GB VRAM

AI companies have been buying RTX 5090 gaming cards in bulk, driving up prices for gamers. At the same time, NVIDIA quie

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2026-09-18

CPU-Z Finally Gets a Major Overhaul After 10+ Years — A 100-Point PC Health Check in 10 Seconds

CPU-Z has lived on every PC builder's USB stick for over a decade — first app opened after a Windows install to verify C

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2026-09-18

Win11 has been out for 5 years, from half-finished to usable, how many holes has Microsoft filled

Win11 has been out for 5 years, going from a half-finished product to something usable—just how many holes did Microsoft

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2026-09-14

Memory prices have surged this much, and AMD has dug out a five-year-old socket to sell: the $99 Ryzen 5500F is here

Memory prices have soared to this extent, and AMD is dusting off a five-year-old socket to sell: the $99 Ryzen 5500F has

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2026-09-14

Microsoft bows: That useless AI key on laptops can be changed back

Microsoft caves: that useless AI key on your laptop can finally be changed back. In the official Windows Insider release

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2026-09-13

NVIDIA PAIR Turns All Your Home Computers into an Agent Cluster, Open-Sources Personal AI Router, One-Click Networking

NVIDIA PAIR Turns Your Family's Computers into an Agent Cluster, Open-Sources a Personal AI Router for One-Click Network

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2026-09-12

NVIDIA to stop Windows 10 game driver updates in October: For 40-series and 50-series players, the reason to stay on Windows 10 is gone

NVIDIA to Stop Windows 10 Game Driver Updates in October: For 40-series and 50-series Players, the Reason to Stick with

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2026-09-12

DLSS 5 Successfully Runs on AMD RX 9070 XT: Technically Possible, Frame Rate Crashes From 80 to 12

DLSS 5 is NVIDIA's marquee feature for the RTX 50 series, locked to its latest cards. A modder recently ported it onto a

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2026-09-11

NVIDIA DLSS 5 rolls out today: performance increases 5x in 6 months, but enabling it cuts frame rate in half

NVIDIA DLSS 5 Pushed Out Today: 5x Performance in 6 Months, But Enabling It Cuts Your Frame Rate in Half At 12 PM today

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2026-09-11

CXMT scores two wins in one week: world's first LPDDR6, HBM3E also begins trial production

CXMT Scores Two Victories in One Week: World's First LPDDR6, HBM3E Also Enters Trial Production On August 31, the Ameri

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2026-09-10

FFmpeg Adds GPU Frame Interpolation: 24fps Video Becomes 48fps on RTX 30 Series and Above

FFmpeg's main development branch merged a new filter called FRUC on August 29. It calls dedicated silicon on NVIDIA GPUs

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2026-09-10

South Korean government pays for everyone to use AI for free: 512 NVIDIA B200s in place, testing starts in September

The South Korean government is paying to give all citizens free access to AI: 512 NVIDIA B200s are in place, with testin

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2026-09-09

WinUI development has completely moved to GitHub: Microsoft is finally letting you watch it change code

WinUI development has fully moved to GitHub: Microsoft finally lets you watch it change code. Today, Microsoft migrated

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2026-09-09

Can LTSC also get feature updates now? Windows 11 26H2 tested and passed, but don't rush on your main machine

LTSC can also get feature updates now? Windows 11 26H2 tested and confirmed, but hold off on your main machine. Windows

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2026-09-09

NVIDIA New Driver Tested: Benchmark Scores Up 8.1%, But No Difference in Games?

A new driver lands, reviews report an 8% benchmark gain, and your games run at exactly the same frame rate. It is not a

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2026-09-08

ROCm 10 released: inference performance up 3.3x, AMD finally starts focusing on developer experience

ROCm 10 Released: Inference Performance Triples by 3.3x, AMD Finally Starts Competing on Developer Experience On August

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2026-09-05

Intel next-gen CPU benchmark leaks: single-core near 1000, AMD flagship left behind by 16%

Intel's Next-Gen CPU Benchmark Leak: Single-Core Nears 1000, AMD Flagship Left 16% Behind The chip world has been prett

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2026-09-05

Linux 7.2 released: AMD/Intel dual support speeds up, 5 details worth mentioning

Linux 7.2 Released: AMD/Intel Dual Boost, 5 Details Worth Discussing Linux 7.2 stable was officially released on August

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2026-09-05

HYDRA unlocks RTX 50: 36Gbps VRAM, 125% power limit, no BIOS flashing or driver modification

HYDRA Unlocks RTX 50: 36Gbps Memory, 125% Power Limit, No BIOS Flash or Driver Mods Needed NVIDIA has kept the RTX 50 s

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2026-09-05

After 6 years, Intel finally brings back the cut AVX-512, and says desktop priority

Six years later, Intel finally brings back the axed AVX-512, and even claims desktop comes first. Have you noticed that

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2026-09-03

Microsoft Says Defender Is Enough. Independent Lab Results Say Something Else

Microsoft says Defender is enough. AV-Test and independent studies tell a more complicated story. Do you have third-part

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2026-09-03

Win11 has been out for 5 years, yet 30% of users still won't switch, and Microsoft can't do anything about it

Win11 has been out for 5 years, yet 30% of users still haven't switched—Microsoft's frustration isn't helping. In Octobe

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2026-09-03

AMD's new chip actively cuts the NPU: In the AI PC era, does every computer really need AI?

AMD's New Chips Voluntarily Drop the NPU: In the AI PC Era, Does Every Computer Really Need AI? A few days ago, AMD qui

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2026-09-02

Nvidia RTX Spark chip benchmark results are out, multi-core is 12% faster than AMD, but Apple M5 Max is 35% faster than it

NVIDIA RTX Spark chip benchmark results are out — multi-core is 12% faster than AMD, but Apple's M5 Max is 35% faster. N

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2026-09-02

NVIDIA just released SCADA, letting GPU bypass CPU and connect directly to hard drives, speeding up 5x

NVIDIA Just Released SCADA, Letting GPUs Bypass the CPU to Connect Directly to Storage—Speeds Up to 5x Faster At the

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2026-08-31

Is this ever going to end? Motherboards are going up in price too! I did the math, and building a PC now costs me at least three thousand more than last year.

Is this never going to end? Motherboards are getting price hikes too! I did the math, and now building a PC costs me at

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2026-08-29

Memory prices are going crazy—can you buy just one stick? Tested: DDR5 single stick loses 8%, X3D users only 2%

Memory prices have gone absolutely insane — can I just buy one stick? Real-world testing: DDR5 single-channel loses 8%,

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2026-08-27

Intel's LPE cores + AMD's Zen 6LP: two teams go their separate ways in the x86 low-power battlefield

Intel's LPE cores + AMD's Zen 6LP: Two teams go their separate ways in the x86 low-power battlefield In July 2026, AMD'

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2026-08-27

AMD graphics cards confirmed price increase! At least 10% up starting August, following Nvidia's inventory lockdown, Su Ma follows suit

AMD graphics cards confirmed price increase! At least 10% up starting August, and after Nvidia's stock freeze, Su Ma fol

❤️ 0💬 0

2026-08-26

20 Years Ago Today, One Intel Chip Dethroned AMD with a 40% Performance Leap

On July 27, 2006, Intel launched 10 Core 2 Duo processors (codenamed Conroe) in a single day. Tom's Hardware declared th

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2026-08-26

RTX 5070 Ti now sells for 10,700 yuan, Nvidia raises prices for the third time this year, channels have already sealed their warehouses

RTX 5070 Ti now sells for 10,700 yuan, Nvidia's third price hike this year, and channels have already sealed their wareh

❤️ 0💬 0

2026-08-24

AMD's X3D cache is finally coming to the mid-range laptop market

AMD's X3D cache is finally making its way down to the mid-range laptop market. AMD's X3D cache is finally making its way

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2026-08-24

Token Freedom via APU: AMD Ryzen AI MAX+ 395 Runs DeepSeek V4 Flash at 32 tok/s on a 284B Model

Developer Sandro posted on X a remarkable achievement: running DeepSeek V4 Flash on an AMD Ryzen AI MAX+ 395 (Strix Halo

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2026-08-23

Apple Falls Out With OpenAI: 400 Employees, Stolen Laptops, and Misled Suppliers

Apple has fallen out with OpenAI: 400 employees, stolen laptops, and suppliers who got played. On July 10, Apple filed a

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2026-08-23

256 cores! AMD shows its hand today, first real photos of Zen 6 server CPU leaked

256 cores! AMD shows its hand today, with the first real-world photo of the Zen 6 server CPU leaked. Today at the Moscon

❤️ 0💬 0

2026-08-22

SSD prices have quadrupled and peaked: AI servers are taking half of NAND, consumers will have to endure another year

SSD prices have quadrupled and hit the ceiling: AI servers are grabbing half of all NAND, consumers will have to endure

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2026-08-22

16 ms per 4K frame: NVIDIA DLSS 5 arrives this fall, runs on a single GPU

16ms to Generate a 4K Frame: NVIDIA DLSS 5 Arrives This Fall, Running on a Single GPU Back in March, when NVIDIA first

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2026-08-20

NVIDIA's Arm chip endeavor just got validated by Cinebench scores

NVIDIA's Arm chip effort just got confirmed by a Cinebench benchmark. On July 18, a processor called NVIDIA N1X quietly

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2026-08-19

Microsoft rebuilds WSL with a new architecture for greater stability: even when memory runs out, no more total system disconnection

Microsoft Rebuilds WSL with a New Architecture for Greater Stability: Even When Memory Peaks, No More Total System Freez

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2026-08-18

Alibaba's Qwen Enters Apple Intelligence: Domestic Large Model Takes Over iPhone AI Computing Power

Alibaba's Qwen Breaks into Apple Intelligence: Chinese Large Model Takes Over iPhone AI Computing Power On July 15, the

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2026-08-18

Windows Blue Screen Saved? Intel Debuts Microsoft's Next-Gen Driver with Major Architecture Overhaul!

Is Windows Blue Screen Finally Getting Fixed? Intel Debuts Microsoft's Next-Gen Driver with a Major Architecture Overhau

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2026-08-18

Windows gaming leads by less than 10%, but more and more people are choosing Linux

Title: Windows Gaming Leads by Less Than 10%, but More People Are Choosing Linux The latest round of Windows 11 vs. Lin

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2026-08-17

AMD Radeon drivers strike again quietly, this time frame generation FSR reaches 8x

AMD Radeon drivers are at it again, quietly sneaking in upgrades—this time, frame generation FSR has hit 8x. The latest

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2026-08-17

Best AI Interview Practice Tool in Seattle 2026: 6 Tools for Amazon and Microsoft Rounds

Seattle interviews run on behavioral questions and whiteboards: Amazon's Leadership Principles, Microsoft's structured l

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2026-08-16

Samsung's first PCIe 6.0 SSD enters mass production, copying a 4K movie takes just 2.5 seconds

Samsung's First PCIe 6.0 SSD Enters Mass Production, Copying a 4K Movie Takes Just 2.5 Seconds Samsung has officially a

❤️ 0💬 0

2026-08-16

DeepSeek's move to put training on AMD was fully completed yesterday

DeepSeek moved its training onto AMD, and yesterday the whole thing was fully completed. Yesterday in the AI circle, the

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2026-08-15

AMD Zen 6 officially announced for July 22 debut, desktop Ryzen launching in 2027

AMD Zen 6 Officially Set for July 22 Debut, Desktop Ryzen Arrives in 2027 — Desktop Gamers Have Waited Nearly Two Years

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2026-08-14

AMD Zen 6 benchmark leak: 2GHz vs 5GHz, single-core ahead by 29%, multi-core ahead by 22%

AMD Zen 6 Benchmark Leak: 2GHz vs 5GHz, Single-Core Beats by 29%, Multi-Core by 22% — The Geekbench database has been bu

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2026-08-14

Microsoft Agent Framework Python 2026: AutoGen's Successor Explained

Microsoft retired the AutoGen name and shipped Agent Framework. Here's what changed, what the Python API looks like, and

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2026-08-13

Wan 2.2 Guide 2026: Alibaba's Open Video Model and How It Compares on a Single GPU

Wan 2.1 was already strong; 2.2 made open video generation viable on one GPU. Here is what changed, what you need, and h

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2026-08-13

Windows Terminal AI Assistant 2026: 5 Ways to Get Copilot in Your Command Line

Windows finally has a great terminal - and AI is being bolted onto it in five different ways. Here is the map of what wo

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2026-08-13

JetBrains AI Assistant 2026: What You Get in IntelliJ, PyCharm and Beyond

VS Code gets all the AI press, but JetBrains IDEs have their own assistant - one that knows your whole project, not just

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2026-08-13

Whisper Local Transcription Windows 2026: Install faster-whisper in 10 Minutes

Windows transcription tools are either cloud-based or stale. faster-whisper installs in minutes, runs on CPU or GPU, and

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2026-08-12

Vera just started shipping, and NVIDIA has already leaked the next-gen CPU—three generations in three years, who can keep up with this pace

Vera has barely shipped, and NVIDIA is already teasing its next-gen CPU — three generations in three years, who can keep

❤️ 0💬 0

2026-08-12

MSI loosens restrictions on CXMT memory, AMD motherboards are no longer capped at DDR5-6800

MSI loosens the reins on CXMT memory, AMD motherboards finally break past the DDR5-6800 ceiling Yesterday, there was ne

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2026-08-12

Unsloth Tutorial 2026: Fine-Tune LLMs 2x Faster on One GPU, Step by Step With Real Code

Fine-tuning used to mean days of waiting and careful VRAM math. Unsloth (70k stars) cuts training time and memory dramat

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2026-08-11

Run LLM on CPU 2026: Models, Speeds and Setup for Machines Without a GPU

No GPU and no appetite for cloud bills, but you still want local models. What runs on CPU, how fast, and when is it actu

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2026-08-10

Artificial Intelligence Coding Jobs 2026: 6 Roles Hiring Right Now and the Skills Each Needs

AI is creating as many coding jobs as it removes - but they have different names and different skills. Here are the 6 ro

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2026-08-08

A Hidden Windows 11 Bug Quietly Swells Your C Drive by 100GB+ — the Patch Only Arrives July 14

If your C drive keeps shrinking even when you haven't installed new games or downloaded big files, it may not be your im

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2026-08-06

Intel Nova Lake Leaked: Two 18-Core SKUs with Big LLC Cache, Up to 125W

Intel Nova Lake-S desktop CPUs have been leaked by Wccftech, revealing two 18-core models featuring Intel's exclusive 'B

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2026-08-06

Intel 18A Yield Issues Fully Resolved, Monthly Capacity Reaches 30,000 Wafers

Intel has fully resolved all yield issues on its 18A process node, reaching sustainable mass production standards. Month

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2026-08-06

TaskWeaver (6,178 Stars) 2026: Microsoft's Code-First Agent Framework for Data Analysis

TaskWeaver (6,178 stars) is Microsoft's code-first agent framework that turns natural language into Python for data anal

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2026-08-06

GPT4All in 2026: Running Private LLMs on CPU Without a GPU

GPT4All (77,409 stars) lets you run LLMs entirely offline on your CPU with a desktop app for Windows, macOS and Linux. H

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2026-08-06

LLMWare (14,861 Stars) 2026: Enterprise LLM Platform for RAG Workflows and Document Intelligence

LLMWare (14,861 stars) is an enterprise-grade LLM platform for RAG workflows, document processing and knowledge manageme

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2026-08-06

Semantic Kernel (28,422 Stars) 2026: Microsoft's SDK for Building AI Agents with Plugins and Memory

Semantic Kernel (28,422 stars) is Microsoft's open-source SDK for building AI agents and copilots with plugins, planners

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2026-08-05

Intel Restarts 13th & 14th Gen CPU Production — Targeting Only the Chinese DIY Market

Intel has reportedly restarted production lines for its 13th and 14th Gen Core processors (Raptor Lake and Raptor Lake R

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2026-08-05

59.5GB for the iGPU! Intel's New Driver Pushes Shared Memory Cap to 93%

Intel has released a new driver (version 32.0.101.8804) for Arc Pro workstation GPUs that raises the shared memory alloc

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2026-08-05

AMD GPU Prices Going Up 10% — RX 9070 Series Gets More Expensive from July

AMD is reportedly raising the supply price of GPU + VRAM bundles for the RX 9070 series by approximately 10%, according

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2026-08-05

Local LLM Setup on Linux in 2026: Ollama (178k Stars) Install Guide with GPU, Docker and Systemd - Complete Walkthrough

Ollama (177,825 stars) makes local LLMs trivial on Linux: one install script, GPU or CPU, systemd service included. This

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2026-08-05

Open Source AI Video Generator for Local Use in 2026: Open-Sora (29k Stars) vs AnimateDiff - Free Video on Your GPU

Local video generation is now practical: Open-Sora (29,244 stars) does text-to-video, AnimateDiff (12,211) animates imag

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2026-08-03

Open Source Text to Video 2026: Open-Sora (29k Stars) vs Wan 2.1 vs HunyuanVideo - Run on Your GPU

Sora remains closed and expensive, but open-source video models have caught up fast. Four serious open models now genera

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2026-08-03

AI 3D Model Generator 2026: Microsoft TRELLIS (13k Stars) - Image to 3D for Games and Print

3D modeling is a weeks-long skill. AI generators now turn a single image or text prompt into a usable 3D mesh in minutes

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2026-08-03

AI Document Parsing 2026: MarkItDown (171k Stars) - Microsoft's Tool That Feeds Any File to LLMs

LLMs love text but your files are PDFs, PPTX, Excel and audio. MarkItDown - Microsoft's suddenly-famous open-source tool

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2026-08-02

HBM Prices Surge, AMD Forced to Unveil Its First "Memory-Stacked" Chip—Versal Gen 2 Arrives with 288GB/s Bandwidth

HBM prices are skyrocketing, forcing AMD to unveil its first "memory-package" chip — Versal Gen 2 arrives with 288GB/s b

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2026-08-02

Fine-Tuning With LoRA 2026: Train a Custom Model on One GPU - Complete Guide

Prompt engineering hit its ceiling. Your model needs to learn your company's style, terms, and data - and full fine-tuni

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2026-08-01

Microsoft Open-Sources a Free Linux Operating System, Yes, From Microsoft!

title: Microsoft has free and open-sourced a Linux operating system — yes, it's made by Microsoft itself date: 2026-06-2

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2026-08-01

Edge Suddenly Got Lighter — Microsoft Cut Its Own On-Device AI

title: Edge Suddenly Got Lighter — Microsoft Cut the On-Device AI It Was Bragging About date: 2026-06-29 platform: touti

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2026-08-01

Claude MCP Setup on Windows 2026: Complete Guide with Working Configs

Most MCP tutorials assume Mac. Windows has its own quirks - here is the setup that actually works.

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2026-08-01

OpenCode Install Guide 2026: Setup in 5 Minutes on Windows, Mac and Linux

OpenCode is the hottest open-source coding agent, but install docs assume you know the ecosystem. Here is the exact setu

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2026-08-01

Codex CLI on Windows 2026: Complete Setup Guide (OpenAI's Coding Agent)

OpenAI's Codex CLI is a strong terminal agent but the setup differs on Windows. Here is what works.

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2026-08-01

Local LLM on NPU 2026: Snapdragon X, Intel Lunar Lake and What Actually Works

Every new laptop advertises NPU TOPS, yet Task Manager shows 0% NPU usage when you run an LLM. Here is what NPUs actuall

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2026-08-01

LLM on Laptop 2026: Run 8B Models Without a GPU - What You Actually Need

No GPU? You can still run decent models on a laptop. Here is what hardware actually matters and which models to pick.

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2026-08-01

GPU Cloud Computing in 2026: What It Is, Pricing, and How to Choose

GPU cloud means renting cards by the hour instead of buying them. Six provider categories, five billing models, and the

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2026-08-01

GPU Cloud Providers Compared 2026: 9 Platforms Ranked by Price

GPU cloud providers 2026: nine platforms ranked by price tier and the trade-offs that matter.

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2026-07-31

Microsoft Officially Admits 8GB RAM Is Enough for Windows 11! But Is the Truth That Simple?

Microsoft publicly admits 8GB RAM is enough for Windows 11! But the truth isn't that simple? Windows 11 recently updated

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2026-07-30

Microsoft Quietly Extends Windows 10 Lifeline by a Year, Security Support Pushed to October 2027

Microsoft quietly gave Windows 10 another year of life, extending security support to October 2027. Just when everyone t

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2026-07-29

OpenAI Launches Its Own Chip: Jalapeño — Built for LLM Inference, GPU Dominance Era Ends

OpenAI and Broadcom jointly unveiled Jalapeño, OpenAI's first custom inference chip designed from scratch for LLM worklo

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2026-07-29

AMD Apologized to Windows 10 Users, Released Hotfix 48 Hours Later

AMD's Adrenalin Edition 26.6.2 driver, which introduced FSR 4.1 support for RDNA 3 cards, failed to install on Windows 1

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2026-07-27

GGUF Quantization Explained 2026: Run 70B Models on One GPU

GGUF quantization makes 70B models run on a single consumer GPU.

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2026-07-27

RunPod vs Vast.ai vs Lambda 2026: Cloud GPU Comparison

Cloud GPU pricing and performance for AI workloads.

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2026-07-26

AMD to Invest Up to $5B in Anthropic, Signs Major MI450 Chip Deal

AMD and Anthropic signed a two-way deal: Anthropic will buy up to 2 gigawatts of Instinct MI450 capacity starting next y

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2026-07-24

Game Lag Isn't Always About Your GPU: Diagnose Bottlenecks with These 5 Key Metrics

Your game stuttering isn’t necessarily due to a weak GPU: Find the bottleneck by checking these 5 parameters | Diagnosti

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2026-07-24

Future CPUs Will Come with Built-In AI Computing Power: AMD and Intel Join Forces to Set New Standards

From now on, CPUs will come with built-in AI computing power, as AMD and Intel join forces to set a new standard. AMD an

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2026-07-24

Linux 7.1 Released: New NTFS Driver, 140,000 Lines of Legacy Code Removed for Major Speed Boost

Linux 7.1 Released: Brand New NTFS Driver, 140,000 Lines of Legacy Code Removed for Major Speed Boost On June 14, Lin

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2026-07-23

AMD Quietly Disabled Ryzen's Memory Encryption in a BIOS Update

A Linux user's routine check uncovered something alarming: AMD has been silently disabling TSME (Transparent Secure Memo

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2026-07-23

AMD is Resurrecting 2018's Zen+ Architecture as 'New' CPUs in 2026 — Is This Normal?

In 2026, AMD quietly added three 'new' SKUs to its lineup — the Ryzen 7 4700LE (Zen 2), Ryzen 5 3501U (Zen+), and Ryzen

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2026-07-23

Intel's Old Architecture Fights On for Three More Years: Raptor Lake Next Returns to LGA1700

Intel's Old Architecture Fights On for Three More Years: Raptor Lake Next Returns to LGA1700 In 2027, Intel is still

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2026-07-23

Microsoft FARA: A 7B Small Model Takes Over Mouse and Keyboard, Making Desktop Automation Affordable and Token-Efficient

## Microsoft FARA: A 7B Small Model Takes Over Your Mouse and Keyboard — Desktop Automation Without Burning Cash or Toke

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2026-07-23

AMD Zen 6 Set to Hit 6.5GHz, 24 Cores + 2nm, the Biggest Single-Generation Leap in History

AMD Zen 6 is definitely hitting 6.5GHz, 24 cores + 2nm, the biggest single-generation leap ever **Leaker says: 6.5GHz

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2026-07-23

Microsoft Ends Copilot+ Hardware Barrier, Win11 Local AI Rolls Out to RTX 30 GPUs

Microsoft tears down Copilot+ hardware barrier, bringing Win11 local AI to RTX 30 series GPUs The two-year "walled ga

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2026-07-23

GPU Cloud Comparison 2026: Vast.ai vs RunPod vs Lambda vs AWS Pricing

Confused about which GPU cloud offers the best value for AI workloads?

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2026-07-23

AI Agent Tutorial 2026: Complete Guide to Building Intelligent Agents from Scratch

AI Agent is hottest tech trend but good tutorials are hard to find?

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2026-07-22

Best GPU for Local LLMs in 2026: VRAM, Bandwidth and Budget

Running large models locally, the first metric for a GPU isn't compute power but VRAM and bandwidth: if it doesn't fit,

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2026-07-21

Microsoft Built an Agent System Into Windows — The Terminal Is Just the First Stop

At Build 2026, Microsoft released Intelligent Terminal, but the real story is much bigger: they're building a complete A

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2026-07-21

NVIDIA Killed GameStream After 10 Years — The Community Fired Back with a Home Run

NVIDIA did something incredibly frustrating: killed a free feature they'd maintained for a decade, then tried to sell it

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2026-07-20

Ollama Windows Setup Guide: Install and Run Local LLMs in 10 Minutes

Ollama is the easiest way to run local LLMs on Windows. The two most common traps: models land on the C drive and fill i

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2026-07-20

llama.cpp Optimization Tips: Speed Up Local LLM Inference on CPU and GPU

llama.cpp is the most popular C++ implementation for running LLMs locally (76K stars). Default settings aren't optimal.

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2026-07-20

AutoGen Tutorial: Microsoft Multi-Agent Framework Where AIs Talk to Each Other

AutoGen Tutorial: Microsoft Multi-Agent Framework Where AIs Talk to Each Other。A model that writes code is a poor judge

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2026-07-19

From 1 GPU to 8 GPUs: Complete LLM Deployment Guide for Every Budget

The cost curve for local LLMs is flatter than most people assume. Between "no GPU" and "8-GPU server" there are five tie

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2026-07-19

TensorRT-LLM: NVIDIA Official Inference Optimization Guide

TensorRT-LLM: NVIDIA Official Inference Optimization Guide

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2026-07-17

Win11 Bulk Delete Gets 30%+ Faster: Microsoft Finally Modernizes File Explorer

Microsoft finally heard the complaints. Windows 11 batch delete performance is getting at least 30% faster — and that's

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2026-07-17

AMD RX 9070 GRE Goes Global: Is $500 a Bargain or a Compromise?

AMD is taking the once China-exclusive Radeon RX 9070 GRE global. At ~$500 (3700 RMB), it's $180 cheaper than the RX 907

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2026-07-17

Intel Nova Lake-S Spotted in the Wild: LGA 1954 Socket, 52-Core Monster, Targeting 2027 Launch

Engineering samples of Intel's next-gen desktop CPU, Nova Lake-S, have been photographed. The LGA 1954 socket is confirm

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2026-07-17

NVIDIA Is Giving Away 120+ AI Models for Free for a Year: What You Actually Get

NVIDIA has opened up 120+ AI models on build.nvidia.com as free APIs for a full year — no credit card required. OpenAI-c

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2026-07-16

Local LLM Setup Windows 2026 Guide

Local LLMs on Windows without Linux or WSL2: Ollama for the runtime, Open WebUI for the chat interface, plus a model siz

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2026-07-16

GPU Cloud Pricing Comparison 2026

How to choose a GPU cloud in 2026: billing models, matching cards to workloads, and six ways to cut the bill.

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2026-07-14

Local LLM Setup Guide 2026: Run AI Models on Windows, Mac, or Linux

You want to run AI models locally for privacy and cost savings, but the setup seems complicated.

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2026-07-14

Zero-Cost Local AI Coding: Ollama + Continue.dev Setup Guide (Mac/Windows/Linux 2026)

Don't want to push your code to the cloud, don't want to pay a monthly subscription, but still want AI to help you write

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2026-07-14

Local LLM Setup on Windows: Complete Step-by-Step Guide (Ollama, LM Studio, GPT4All) 2026

You use Windows and want to run local AI models. Which tool to choose? How to configure GPU? What about storage?

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2026-07-13

AMD RDNA 5 GPUs Not Coming Until Late 2027 at the Earliest — Computex Leaks Reveal

Multiple AMD AIB partners revealed at Computex 2026 that RDNA 5 GPUs won't arrive until at least Q2-Q3 2027, with some e

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2026-07-13

Intel Nova Lake Leaked! 52 Cores at 700W, Z990 with TB5, Set to Battle Zen 6 in 2027

**Title: Intel Nova Lake Leaked! 52 Cores at 700W, Z990 with TB5, Set to Take on Zen 6 in 2027** Computex 2026 just wra

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2026-07-12

AMD Confirms AM5 Support Through 2029: Zen 6, Zen 7 Stay on AM5 — Socket Change Waits for DDR6

AMD VP David McAfee confirmed at Computex 2026 that the AM5 socket will be supported through 2029, covering Zen 4 throug

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2026-07-12

NVIDIA RTX 50 SUPER Series Back on Track? 5060 Super Gets 12GB, VRAM Across the Board Gets a 50% Boost

NVIDIA's RTX 50 SUPER mid-generation refresh is finally taking shape after months of conflicting rumors. The latest leak

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2026-07-12

Running AI Fully Offline on a $400 Laptop: What Works and What Does Not

What happens if you go fully offline for a week with only a $400 laptop that has no discrete GPU? I installed Ollama, pu

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2026-07-11

Microsoft Finally Fixes Win11's 'Laggy Feeling'! KB5089573 Makes Your PC Feel Brand New

Two days ago, Microsoft pushed the KB5089573 optional preview update (Build 26100.8524 / 26200.8524) to Windows 11 24H2

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2026-07-11

Intel vs AMD: The Ultimate 2026 Gaming CPU Showdown

At the same price, Intel sells you core count and AMD sells you cache. Intel wins the spec sheet; AMD often wins the fra

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2026-07-11

AMD Instinct MI350P Officially Released! CDNA 4 Architecture Enters PCIe Cards

On May 7, AMD officially launched the Instinct MI350P — an AI accelerator in PCIe form factor based on the CDNA 4 archit

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2026-07-11

Microsoft Build 2026 Stuns with Surface RTX Spark Dev Box

Microsoft unveiled Surface RTX Spark Dev Box at Build 2026 - a 1 petaflop desktop AI workstation with 128GB unified memo

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2026-07-11

Intel Strikes Back at Computex: Crescent Island GPU with 480GB Without HBM

Intel unveiled Crescent Island GPU at Computex 2026, using advanced packaging instead of HBM to achieve 480GB memory cap

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2026-07-11

Windows 11's Future Is Already Here: 9 Insider Features Every User Should Know

New Windows 11 features ship to Insiders first, but the four channels carry very different risk — and leaving the wrong

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2026-07-11

Hermes Desktop Rushes to Launch: GTC Debut Goes Live, Windows Support Still Half-Baked

Hermes Desktop went from its GTC debut straight into public beta: a desktop console for AI agents that shows status and

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2026-07-11

NVIDIA DGX Station for Windows: A Trillion-Parameter AI Supercomputer on Your Desk

Jensen Huang unveiled DGX Station for Windows at COMPUTEX 2026: a desktop AI supercomputer built for local LLM developme

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2026-07-11

Microsoft Build 2026 Stuns with Surface RTX Spark Dev Box

Microsoft unveils Surface RTX Spark Dev Box at Build 2026 - 1 petaflop desktop compute, runs 120B models locally

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2026-07-11

Intel Draws First Blood at Computex: Crescent Island GPU Packs 480GB Without HBM

Intel unveils Crescent Island GPU at Computex: up to 480GB LPDDR5X memory — no HBM needed. 350W air-cooled, targeting ag

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2026-07-11

Windows 11's Future Is Already Here: 9 Insider Features Every Windows User Should Care About

After five years, Microsoft is finally listening. In May 2026, Windows Insider released two Experimental builds packing

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2026-07-11

Hermes Desktop Rushes to Launch: GTC Debut Goes Live, Windows Support Still Half-Baked

A desktop client removes the terminal barrier, and pays for it with half-finished Windows support: missing runtimes, a c

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2026-07-04

RTX Spark vs AMD 395 vs M5 Max: Three Local AI Platforms Head-to-Head

Three routes to local LLMs: a discrete-GPU mini workstation, an x86 unified-memory box, or Apple silicon with unified me

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2026-07-04

NVIDIA NIM: Open Models Behind an OpenAI-Compatible Endpoint

You want large open models without frontier-API pricing or buying GPUs. NVIDIA NIM serves open models from NVIDIA's own

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2026-06-29

The AI Hiding in Your Laptop

A $400 used laptop with 16GB of RAM, no discrete GPU, and no internet connection can still run an AI model. This guide c

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