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- 12 days ago storagereview.com
Intel GPU D-Series: inference card with up to 480GB LPDDR5X now sampling
Intel has presented the D-Series GPU, with up to 480GB of LPDDR5X, 1.5TB/s and 1.3 PFLOPS in FP8 on a 350W PCIe card now sampling. See what it changes for private inference and cost per token.
- 16 days ago arxivb.org
LayerRoPE: encoding depth in normalization weights for very deep Transformers
The paper proposes LayerRoPE, which encodes depth in normalization weights to contain the growth of hidden-state norm across layers, reporting the loss of a 1.3B Pre-Norm model with 3.4x less compute and stable scaling up to 512 layers.
- 17 days ago models.handy.computer
Multilingual speech-to-text benchmark for local models in transcribe.cpp on a notebook
Site comparing accuracy and speed of speech-to-text models supported by transcribe.cpp, measured per language on FLEURS, with performance data from a notebook CPU/GPU (4750U).
- 17 days ago alphaxiv.org
H-JEPA: hierarchical world models for long-horizon visual planning
The article, guided by Yann LeCun, proposes H-JEPA, with JEPA world models stacked across multiple time scales. The author reports a rise from 18% to 73% on Visual AntMaze with this hierarchical approach.
LiFT: looped transformers for image generation with flow matching and adjustable inference cost
The paper presents LiFT, an image generator with flow matching that reuses a shared transformer core across loops. According to the author, a model trained with 2 loops improves when run with up to 16 loops at inference, without retraining.
- 17 days ago huggingface.co
Choosing and deploying open OCR models in your own pipelines
The post from an open-model platform's blog covers how to choose an OCR model, compare leading models, deploy locally or remotely, and go beyond OCR.
- 17 days ago en.wikibooks.org
Wikibooks reference gathers over 80 C++ design patterns
The community-maintained More C++ Idioms reference on Wikibooks collects over 80 C++ design patterns for engineers to explore and compare. Companies can use it as a baseline for internal coding standards.
- 17 days ago cnx-software.com
AAEON presents Pico-ITX board with Core Ultra and up to 32 GB
On November 7, 2025, AAEON presented the PICO-ARU4, a compact board with Core Ultra processors, soldered LPDDR5 memory, and connections for embedded systems.
- 17 days ago microsoft.com
Collaborative applications with verifiable operations
Microsoft Research's project explores an architecture for collaborative applications with encrypted data and cryptographically verifiable operations.
- 17 days ago en.algorithmica.org
Computer architecture and system performance
On May 16, 2026, Algorithmica published a guide to exploring hardware architecture topics relevant to performance, recommending that readers pair it with a book on algorithms for modern hardware.
- 17 days ago digitalmars.com
Article revisits fat pointers to reduce C array overflows
Published on April 4, 2026, the article says Walter Bright revised “C’s Biggest Mistake” with examples of fat pointers in C for addressing array-overflow bugs.
- 17 days ago asm.diveintosystems.org
ASM Visualizer: visual inspection of assembly code
A March 30, 2026 publication presents ASM Visualizer, a tool for viewing assembly code and helping engineers inspect compiler output.
Assembly and intrinsics: evaluating C and C++ choices
Dan Luu’s article discusses assembly and intrinsics, topics relevant to engineers evaluating low-level implementation choices in C and C++. This pauta proposes a practical way to compare those choices.
x86 Assembly: applications for low-level analysis
A Nayuki post published on March 3, 2026, introduces x86 Assembly programming as a learning resource and notes its usefulness for analyzing code and performance.
Shared-KV attention: efficiency and compute trade-offs
A publication dated April 29, 2026 compares high-order MQA and MLA: sharing KV can ease cache pressure at the cost of more computation per token.
- 17 days ago inworld.ai
Human evaluation highlights speech synthesis across four categories
On November 6, 2025, Artificial Analysis reported that a speech synthesis model led its Speech Arena, a blind human preference evaluation across four real-world speech categories.
- 17 days ago k-a.in
Evaluate compressed sparse attention in models
An implementation published on April 28, 2026 reproduces the Compressed Sparse Attention technique described in a recent paper, giving engineering teams a reference for examining this attention variant.
- 17 days ago isocpp.org
Low latency starts with architecture design
A CppCon 2024 talk on ultra-fast trading in C++ highlights how design decisions made before code optimization affect latency.
- 17 days ago bpi-shop.com
Banana Pi BPI-R4Pro: ports and storage
Published on November 11, 2025, the material lists the BPI-R4Pro router board’s interfaces, storage, and mobile expansion, details useful for evaluating network hardware.
- 17 days ago popovicu.com
Bazel automates builds and validation for a custom CPU
An article published on December 4, 2025 describes a Bazel toolchain for the Mrav CPU that prepares Go, builds a simulator, assembles and runs firmware, and compares CPU state with a reference file.
- 17 days ago cnx-software.com
Beelink ME Pro combines SATA, M.2 and 5GbE networking
An article published on February 10, 2026 describes a compact NAS and mini PC with two SATA bays, up to three M.2 NVMe slots, and 5GbE networking.
- 17 days ago cnx-software.com
BPI-R4 Pro: 10GbE and Linux for network projects
Published on October 20, 2025, the article describes the BPI-R4 Pro router board, with high-speed ports and support for several Linux distributions.
- 17 days ago changkun.de
C++11 to C++26: modernize code safely
Ou Changkun’s free, open-access book surveys modern C++ features from C++11 to C++26. Companies can use it as a reference when assessing compatibility and planning modernization of C++ systems.
- 17 days ago hannes.hauswedell.net
C++20 Ranges and Views: a starting point for teams
Published on March 12, 2026, this article introduces C++20 ranges and views for beginners. Learn how to assess adopting these features in code and data-processing workflows.
- 17 days ago arobenko.github.io
Bare-metal C++: assessing embedded software foundations
Published on March 7, 2026, Alex Robenko’s practical guide is aimed at engineers working with C++ in bare-metal environments. This pauta suggests assessing how to improve maintenance and visibility in such systems.
- 17 days ago isocpp.org
C++: reviewing free store usage
A Standard C++ FAQ page, published on April 5, 2026, covers free store memory management and serves as a reference for engineers working with C++.
- 17 days ago modernescpp.com
C++ constexpr: compile-time computation
An MC++ Blog article published on June 12, 2026, discusses using constexpr for compile-time programming based on the C++ Core Guidelines.
- 17 days ago tomshardware.com
Reinforced 12V-2x6 cable pins highlight thermal validation
Segotep says reinforced pins in its Titanload 12V-2x6 cables can reduce maximum temperatures by up to 72%, according to a report published on December 3, 2025.
- 17 days ago cnx-software.com
Thermal and RGB imaging: evaluating visual inspections
A February 27, 2026 article describes a module combining 160 × 120 radiometric thermal imaging and a 5 MP visible camera, with measurement overlays and radiometric JPEG support.
GPS field of 176 bits may expose operational metadata
A June 4, 2026 publication reports high-entropy payloads in a public GPS navigation field, but does not prove it is an encrypted control or key-distribution channel.
- 17 days ago cnx-software.com
Bit-Brick K1 cluster supports up to four RISC-V modules
Published on December 28, 2025, the material describes a cluster with up to four SSOM-K1 modules, octa-core RISC-V processors, and integrated Gigabit Ethernet connectivity.
- 17 days ago arne-mertz.de
Code reviews: defining a useful process
Published on June 3, 2026, Arne Mertz’s article presents reasons to conduct—or skip—code reviews and offers a basis for assessing their purpose.
- 17 days ago joellaity.com
How libc++ implements std::string
An article published on March 2, 2026 examines libc++'s implementation of std::string and its relevance to assessing string behavior and performance.
- 17 days ago mirrors.edge.kernel.org
Assessing the challenges of parallel programming
Published on March 2, 2026, the text introduces a book by Paul McKenney on the challenges of parallel programming and ways to address them.
- 17 days ago andrewkchan.dev
How to evaluate and optimize LLM inference in a company
Andrew Chan’s article, published on March 1, 2026, covers fast LLM inference from scratch as a practical starting point for engineers.
- 17 days ago turingpost.com
How to compare tools for running foundation models
A Turing Post article published on May 17, 2026, surveys 13 open-source tools for deploying, serving, and running models, from local use to production inference.
Comparing three on-policy self-distillation methods
A February 12, 2026 article examines OPSD, SDFT, and SDPO, methods using denser feedback, and discusses benchmarks and limitations.
- 17 days ago labs.iximiuz.com
Building Linux containers from scratch: practical company applications
Published on November 25, 2025, the tutorial covers Linux primitives used to build containers and offers a basis for assessing workload isolation and execution.
Estimating training costs for loop models
A blog article published on April 19, 2026 analyzes seven loop-model variants and how gradient structure affects FLOPs and memory use.
- 17 days ago sbytec.com
Structuring Intel Management Engine risk detection
Published on February 24, 2026, the article examines Intel Management Engine architecture and firmware, related vulnerabilities, and detection methods.
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