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Semiconductor Engineering The SE Staff

Chip Industry Week In Review

CHIPS Act $389M to power chips, vertical GaN, materials; Micron's memory roadmap; Nvidia expands supply chain capacity; Tenstorrent raises $1.5B; China NAND fabs; 800V power for AI data centers; Intel advances Arizona fab; China orders +$35B in Nvidia GPUs. The post Chip Industry Week In Review appeared first on…

arXiv · Emerging technologies (cs.ET) Taha M. Mahmoud et al.

Benchmarking Classical and Quantum Machine Learning for Intrusion Detection Across Multiple Datasets

Intrusion detection is examined through a comparative benchmark of classical and quantum machine learning models on three datasets: NSL-KDD, UNSW-NB15, and MQTTEEB-D2025. The analysis focuses on how preprocessing decisions, feature selection strategies, and quantum encoding schemes shape model performance on data with…

TechPowerUp Cpt.Jank

Gears of War: E-Day Production Budget Reported at Over $500 Million

Recently, analysts estimated that Gears of War: E-Day had earned around $42 million in revenue in its first week on the market, but a recent report from Kotaku claims that that revenue is but a drop in the bucket compared to the game's overall budget. [Editor's note: Our in-depth review of Gears of War: E-Day is now…

ServeTheHome Ryan Smith

Qotom Q51551UT 4x 10GbE and 6x 2.5GbE Mini PC Review

Today we are taking a look at a network-focused industrial mini-PC from Qotom, the Q51551UT. The small box goes big on networking, with 10 Ethernet ports that support data rates as high as 10Gbps The post Qotom Q51551UT 4x 10GbE and 6x 2.5GbE Mini PC Review appeared first on ServeTheHome.

arXiv · Emerging technologies (cs.ET) Ashiqur Rahmana et al.

The Path to NDE 4.0: A Review of Algorithms, Techniques, and Strategies for Autonomous Inspection

Non-Destructive Inspection (NDI) is a cornerstone of modern quality assurance, critical for ensuring the safety and reliability of infrastructure and manufactured components without causing damage. This paper presents a comprehensive review of the current NDI landscape, analyzing the field through four distinct…

EE Times Surya Gunukula, Jerry Yicheng Wang, Kevin Zhang

Why Chip Design AI Benchmarks Must Go Beyond Functional Correctness

Demand for custom silicon is rising as physical AI, data centers, automotive systems, and edge devices require architectures optimized for specific workloads, memory bandwidth, latency, and energy efficiency. Delivering these designs requires teams to coordinate heterogeneous compute blocks, complex interconnects, and…

arXiv · Hardware architecture (cs.AR) Danial Noori Zadeh et al.

Multi-Agent AI Design of a Nanowatt Biomedical Low-Pass Filter from Topology to Layout

We demonstrate a multi-agent framework that takes an analog circuit from topology synthesis to layout. A researcher agent directs schematic and layout agents, a four-tier memory stores the specification and lessons, and separate agents review the designs. Deterministic tools provide pass/fail simulation reports,…

Level1Techs Level1Techs

Reviewing the NEW ASUS ProArt P16 RTX Spark Laptop

Can this laptop compete with the other RTX Sparks, or is this just made with leftover AI parts? 0:00 Intro 0:20 Overview 4:22 Gaming Benchmarks 7:01 General Benchmarks 8:25 AI 11:42 Deep thoughts 22:33 Conclusion You can find us... Twitter - https://twitter.com/level1techs Twitch - https://twitch.tv/teampgp Patreon -…

arXiv · Emerging technologies (cs.ET) Mir Tafseer Nayeem et al.

Whose Data, Whose Benchmark? A User-Centric Framework for Auditing Evaluation Resources

Benchmarks shape how model capabilities are measured and interpreted, yet their scores can obscure whose conventions, contexts, and judgments define successful performance. We introduce a user-centric audit framework that distinguishes users who contribute benchmark content from those whose needs evaluation results…

Gamers Nexus Gamers Nexus

Corsair WARTHOG Gaming PC Case Review | Thermals, Noise, & Throwback

Sponsor: Lexar Play MicroSD Cards on Amazon: https://geni.us/fUQYvq and Play Pro on Amazon https://geni.us/WC89AO The Corsair Warthog gaming PC case is a true throwback to an older era of PC building -- when RAM was affordable and NVIDIA hadn't begun its descent into AI psychosis -- and the case does well to bring it…

IEEE Spectrum · Semiconductors Matthew S. Smith

How OpenAI Used Its Own LLMs to Design Its Jalapeño Chip

On 25 August, OpenAI fully unveiled Jalapeño, the company’s debut AI accelerator chip. Jalapeño delivers up to 13.4 petaflops of 4-bit compute and accesses 232 gigabytes of the most advanced memory available, linking to it at a blazing 15.4 terabytes per second. Benchmarks cited by OpenAI show that Jalapeño can reduce…

Level1Techs Level1Techs

PCIe Geometry for the Minisforum MS-03

It's small and it has a form, so it must be a small form factor pc. 0:00 Intro 1:08 Unboxing and Breakdown 6:57 Benchmarks 9:28 Check out the Forum Post You can find us... Twitter - https://twitter.com/level1techs Twitch - https://twitch.tv/teampgp Patreon - https://www.patreon.com/level1 For all our social links,…