A developer outlines a server-side approach to adding human approval gates to MCP (Model Context Protocol) tool calls, arguing that MCP's built-in annotations like readOnlyHint and destructiveHint are…
D-Matrix co-founder and CTO Sudeep Bhoja told Let's Data Science that Raptor's early 3D-DRAM silicon uses 0.37 picojoules per bit moved, roughly five to eight times better than the 2 to 3 picojoules p…
A builder documented a dual-boot Ubuntu 24.04/Windows workstation running four NVIDIA RTX6000 Blackwell Pro Max-Q GPUs (96 GB each, 384 GB total) with an AMD Ryzen Threadripper PRO 7985WX and 512 GB o…
D-Matrix, the inference-chip startup founded in 2019 with more than $500 million in funding including from Microsoft's M12 venture arm, is pairing its memory-centric Corsair XPU with Nvidia's "Blackwe…
AI inference chip startup d-Matrix plans to integrate its Raptor XPU into Nvidia's MGX rack architecture by Q4 2027, with a first Raptor tape-out expected before the end of 2026. D-Matrix says Raptor,…
D-Matrix unveiled Raptor, a datacenter inference accelerator that bonds 3D DRAM directly to the logic die, eliminating the memory PHY, at Hot Chips 2026. The card delivers 32GB of capacity at over 100…
Retail DDR5 prices in the U.S. have surged, with a 128GB DDR5-6400 kit listed at $3,399.99 on Newegg and a 64GB DDR5-6000 Corsair kit at $849.99 at Walmart, while Tom's Hardware's PCPartPicker-based a…
A user on the Level1Techs forum asks for advice on adding a second Nvidia GeForce RTX 5060 Ti GPU to an Asus TUF-GAMING B550M Plus motherboard for local large language model inference, citing physical…
Corsair's Vengeance RGB RS DDR5 16GB (2x8GB) 5200MHz CL40 RAM kit is available on Amazon at 18% off recent price hikes, offering a rare saving amid record-high memory prices driven by AI demand. The k…
D-Matrix acquired Wallaroo.ai on August 3, 2026, to orchestrate AI inference across heterogeneous chips, marking its second acquisition in four months. The deal brings Wallaroo's platform, IP, and eng…
US forces used armed sea drones in combat for the first time, striking a submarine and ship maintenance facility at Iran's Bandar Abbas naval base on Sunday, the Pentagon said. US Central Command said…
Nvidia is partnering with chip startup d-Matrix to combine its GPUs with d-Matrix's Corsair inference accelerators in a joint system for AI workloads, with cloud firm Parasail as the first customer. T…
Parasail will deploy d-Matrix Corsair inference accelerators alongside NVIDIA Hopper and Blackwell GPUs in a heterogeneous inference system, targeting faster token generation for cloud customers. The …
A developer explains core hardware components and the boot process from a developer's perspective, covering CPU, GPU, RAM, storage, firmware, bootloaders, and the kernel. The post details how hardware…
A class action lawsuit filed in California on June 25th accuses Samsung, SK Hynix, and Micron of colluding to reduce supply of consumer DRAM while shifting production to high-margin AI memory, causing…
ChangXin Memory Technologies (CXMT) has agreed to supply Tencent with roughly $3 billion of memory chips, according to sources, in a deal that would bind one of China's largest cloud operators to its …
Corsair's Vengeance i7500 gaming PC, featuring an Intel Core i5-14600K and Nvidia RTX 5060, is discounted 13% to $1,399.99 for Amazon Prime Day. The prebuilt system offers strong 1080p and 1440p gamin…
Amazon's Prime Day sale offers the Corsair Vengeance i8200 gaming PC with an Intel Core i9-14900KF, Nvidia RTX 5080, 64GB DDR5 RAM, and 4TB storage for $3,499.99, a $1,200 discount from its original $…
Amazon has dropped the Corsair Vengeance i5200 gaming PC featuring an RTX 5090 to its lowest price ever at $5,899.99, a $500 discount. The prebuilt system includes an Intel Core Ultra 9 285K, 64GB DDR…
The SCUF Omega is a premium, officially licensed third-party controller for the PlayStation 5 that also supports Windows PCs and mobile devices. It offers extensive customization through additional bu…