AI and infrastructure news
- HardwareArticle
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.
- SecurityProject
CAI: an AI framework for security operations
Published on June 7, 2026, the material presents CAI, an open-source framework for cybersecurity operations with multi-agent workflows, CTF automation, and vulnerability research.
- Attention and model architecturePost
CALM proposes predicting vector blocks, not tokens
A text published on January 24, 2026 describes CALM models that predict blocks of meaning, claiming 4× more information per step and 44% less training compute.
- HardwareArticle
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.
- SecurityArticle
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.
- Training and fine-tuningPaper
CE-GPPO aims to preserve gradients in LLM RL
Published on October 30, 2025, the paper presents CE-GPPO, a method addressing low-probability token gradients discarded by PPO clipping and coordinating policy entropy during training.
- LLM inferencePost
CLI estimates VRAM before loading models
The do-i-have-the-vram tool estimates the GPU memory needed to load a model without loading it, helping assess whether it fits in available VRAM.
- Attention and model architecturePaper
CliffordNet tests Clifford algebra in neural networks
A post published on April 20, 2026 describes an architecture using the geometric product, without attention or mixer layers, and reports 77.82% accuracy on CIFAR-100 with 1.4 million parameters.
- HardwareArticle
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.
- C and C++Article
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.
- Reinforcement learningPaper
CogRouter adjusts agent reasoning at each step
Published on February 16, 2026, the material describes four cognitive levels for LLM agents and reports 82.3% benchmark success for a 7B model.
- C and C++Article
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.
- AI agentsProject
How to track research on agentic reasoning
A GitHub list collects articles and resources on agentic reasoning based on a survey about the topic. Learn how to turn this research tracking into a useful process for your team.
- Attention and model architecturePost
How attention and MLPs store knowledge
Published on April 22, 2026, the paper examines trade-offs in knowledge storage by attention matrices and MLPs, identifying limits linked to finite samples and compute, as well as noise in long contexts.
- C and C++Article
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.
- Speech: TTS and ASRModel
Evaluating real-time spoken dialogue for business
A January 16, 2026 publication describes an interactive spoken-dialogue model with an Apache 2.0 license and a dual-brain architecture aimed at low latency. Learn how to assess a voice application before integrating it.
- LLM inferenceArticle
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.
- SecurityModel
How to evaluate language models for vulnerability analysis
Published on February 9, 2026, the repository presents a reasoning model that searches code for vulnerabilities by analyzing data and control flows.
- Speech: TTS and ASRPost
How to evaluate voice models for products and operations
On November 6, 2025, Artificial Analysis reported that Inworld TTS 1 Max led Speech Arena, a blind comparison of text-to-speech models based on human evaluations.
- Speech: TTS and ASRDocs
Evaluating speech recognition serving with vLLM
A publication dated January 29, 2026, says vLLM has supported Qwen3-ASR since launch and points to a guide for running the model.
- C and C++Paper
Evaluating constant-time tests for cryptographic libraries
An article published on March 28, 2026 compares DATA and Microwalk for detecting constant-time violations in cryptographic libraries.
- LLM inferenceArticle
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.
- LLM inferencePost
How to compare MTP inference on older GPUs
A May 16, 2026 publication reports llama.cpp throughput benchmarks with MTP for Qwen 3.6 models on three GTX 1080 Ti GPUs and describes a setup that can inform internal testing.
- Attention and model architectureArticle
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.
- C and C++Article
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.
- C and C++Post
Building a debugger from scratch: mechanisms and applications
A series of articles published on June 3, 2026, explores building a debugger, from connecting to a process to handling source code and symbols.
- Reinforcement learningPaper
Stabilizing reinforcement learning with LLMs
A Qwen team article published on December 16, 2025, examines instability in reinforcement learning for language models and highlights differences between training and inference, old and new policies, importance sampling, and routing replay.
- Attention and model architectureArticle
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.
- SecurityArticle
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.
- CUDA and GPU programmingArticle
How to structure a CUDA programming learning path
In a publication dated November 9, 2025, an author recommends studying C/C++ and linear algebra before CUDA and suggests books and a course for getting started with GPU programming.
- AI agentsPaper
Evolving coding-agent harnesses with evidence
A paper published on April 29, 2026 presents a framework for improving coding-agent harnesses. On Terminal-Bench 2, pass@1 rose from 69.7% to 77.0% over ten iterations.
- C and C++Post
How to read complex C declarations with the right-left rule
A May 31, 2026 publication explains the right-left rule through a C declaration combining arrays, pointers, and functions.
- Reinforcement learningPost
Measuring scale and cost in RL experiments
A post published on April 18, 2026, compares scaling laws for pre-training and reinforcement learning, highlighting sampling and policy-update costs and evaluation challenges.
- AI agentsPaper
Measuring performance when scaling agent systems
A December 11, 2025 article examines how coordination, model capability, and system and task factors influence agent performance.
- C and C++Article
How GCC changes dispatch performance
A post published on June 8, 2026 compares std::variant with virtual dispatch: the former went from 28% slower on GCC 11 to 50% faster on GCC 12, with only the compiler changed.
- LLM inferenceArticle
Optimizing Qwen3 latency on AMD GPUs
An article on the LMSYS blog, published on February 13, 2026, discusses latency optimization for Qwen3 and Qwen3-VL on AMD MI300X GPUs.
- Speech: TTS and ASRArticle
Planning live translation for multilingual experiences
API documentation published on June 9, 2026, covers live translation. Learn how to assess an implementation for your company’s workflows.
- C and C++Post
Reducing synchronization in multithreaded systems
A post published on February 27, 2026 argues that minimizing synchronization, while handling necessary coordination correctly, can help preserve the performance benefits of concurrent execution.
- CUDA and GPU programmingDocs
How to overlap transfers and computation in CUDA
A March 27, 2026 post from the NVIDIA Technical Blog explains overlapping data transfers with computation in CUDA C/C++ to make better use of CPU and GPU time.
- C and C++Post
Making Linux Kernel builds reproducible and observable
An article published on December 25, 2025, covers Linux Kernel configuration, build systems, compilation, and the bootloader steps through to a running system, with a practical workflow for a large C codebase.
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