AI and infrastructure news
- Speech: TTS and ASRArticle
vLLM reports streaming inputs and a real-time WebSocket API
On February 11, 2026, the vLLM blog described streaming inputs and a WebSocket API for audio, video, robotics, and low-latency applications.
- LLM inferenceProject
Voice agents: parallel models may reduce silence
A contribution to Gradbot, published on June 5, 2026, describes sending a brief response to TTS while another model reasons and calls tools in the background.
- CUDA and GPU programmingArticle
VOLT: designing an open-source GPU compiler
Published on February 8, 2026, the article presents VOLT, an open-source GPU compiler, and discusses emerging open GPU architectures with SIMT features.
- Speech: TTS and ASRPost
VoxCPM: expressive speech without a tokenizer
Published on January 31, 2026, the post describes a speech synthesis system using continuous representations, zero-shot voice cloning, and expressive generation.
- CUDA and GPU programmingArticle
Vulkan: memory barriers and image layouts
In a post published on March 3, 2026, RasterGrid explains memory barriers and image layouts in Vulkan, topics relevant to GPU memory synchronization.
- C and C++Article
Watchdog timers and reliability in embedded systems
In an article published on June 4, 2026, Interrupt discusses watchdog timers as a practical reliability topic for embedded software engineers.
- HardwareArticle
Waveshare CM5 combines dual Ethernet and edge expansion
Published on November 10, 2025, the Waveshare article presents a CM5 board with two Ethernet interfaces, optional cellular connectivity, dual HDMI, and M.2 expansion.
- HardwareArticle
WD Black SN8100 adds an 8 TB capacity option
On October 21, 2025, Western Digital said the Black SN8100 SSD was available in an 8 TB version, an option for workloads that need fast local storage.
- SecurityPaper
Research worm adapts attacks to vulnerability classes
A publication dated June 3, 2026 describes a research worm that adapts its attack logic and replicates across Linux, Windows, and IoT systems in a corporate-network test.
- SecurityProject
Public exploit index supports CVE security testing
Published on October 6, 2025, the repository indexes public proof-of-concept exploits linked to CVEs across five sources, supporting vulnerability research and security testing.
- C and C++Post
Awesome C++: curated list of C++ libraries and resources
The curated Awesome C++ list gathers C++ frameworks, libraries and resources in the awesome-list format, as a starting point for engineers to find tools. For companies, it is input for evaluating dependencies before adopting them.
- LLM inferenceProject
NVIDIA Model Optimizer gathers model compression techniques for inference
NVIDIA published a post on Model Optimizer, a library with quantization, distillation, pruning, neural architecture search and speculative decoding, with exportable checkpoints for vLLM, SGLang, TensorRT-LLM and TensorRT.
- Reinforcement learningDataset
SmolDataEnvs: open collection of 5,000 verifiable RL tasks for small models
The open source SmolDataEnvs collection gathers 5,000 verifiable reinforcement learning environment tasks aimed at programming and data science, with evaluations and training components included.
- Speech: TTS and ASRArticle
TurnBench evaluates turn-taking in spoken dialogue
Open benchmark with 30 hours of dyadic speech annotated by three people, a scoring protocol based on conversation analysis, and results from 14 systems for measuring turn-taking.
- C and C++Project
8-bit emulators in standalone C headers
Published on July 15, 2026, the floooh/chips repository collects emulators of chips and 8-bit systems implemented as standalone C headers.
- CUDA and GPU programmingPaper
GPU optimization: from research to measurement
A publication dated July 4, 2026, collects articles and talks on GPU performance, covering loop unrolling, latency hiding, dense linear algebra, and GPU memory.
- SecurityProject
Anthropic repository outlines a security analysis and remediation workflow
Published on July 12, 2026, the repository includes skills for threat modeling, scanning, triage, and patching, plus a customizable harness for autonomous scanning.
- SecurityProject
Reverse engineering roadmap guides malware analysis
Published on June 25, 2026, the GitHub repository organizes reverse engineering and malware analysis topics and tools, including x86/x64 assembly, static and dynamic analysis, and anti-RE techniques.
- AI agentsPaper
RoPoLL proposes geometric median for LLM judge panels
Published on July 2, 2026, the paper formalizes LLM judge panels under a contamination model and introduces RoPoLL, tested with 13 judges and corruption rates up to 50%.
- Training and fine-tuningPost
The Stack v3 expands code dataset to 5 trillion tokens
A post published on July 23, 2026 presents an open dataset with about 5 trillion deduplicated and filtered code tokens across 713 languages, excluding code with restrictive licenses.
- AI agentsPost
AGI: definitions and benchmarks merit critical analysis
A publication dated October 16, 2025, discusses a paper defining AGI as the replication of human cognition. Its author welcomes discussion of varying capabilities but questions the benchmarks and the narrow view of AI.
- Speech: TTS and ASRProject
Structuring transcription for long recordings
A description published on September 17, 2025 presents a Python tool that splits audio using voice activity detection, processes parallel calls, and accepts multiple media formats.
- AI agentsProject
Agentic components for APIs: what the repository demonstrates
Published on GitHub on July 24, 2024, the repository gathers agentic components for Llama Stack APIs and highlights the use of tools and functions with Llama 3.1 models.
- RAG and retrievalArticle
RAG: five research directions for better search
Published on August 26, 2024, this selection covers five RAG papers and notes that enriching queries with metadata may improve retrieval and answer quality.
- RAG and retrievalProject
RAG tutorials outline techniques for improving search
Published on October 15, 2024, the RAG_Techniques repository offers notebooks on reranking, chunking, filtering, and Graph RAG to explore retrieval-augmented generation approaches.
- Training and fine-tuningPost
ACE: structured context that evolves with feedback
A post dated October 13, 2025 describes Agentic Context Engineering, an approach that incrementally accumulates and refines structured context using performance feedback as an alternative to iterative prompt rewriting.
- AI agentsPost
ADAS: search and evaluation for agent design
Published on August 26, 2024, the paper describes an iterative method for proposing agents from domain information and evaluating the proposals.
- AI agentsPaper
Autonomous research agents: applying the approach
Published on September 9, 2025, the paper describes reinforcement-learning-trained agents that search the web, navigate, use Python, and summarize prior results when context is limited.
- AI agentsPost
Social agents: test generalization across scenarios
A post dated September 22, 2025 describes an MIT study that tunes prompts with small human-data sets and reports lower prediction error on new game variants.
- Attention and model architecturePost
AHN proposes continuous memory for long-context LLMs
On October 9, 2025, a ByteDance publication introduced Artificial Hippocampus Networks, an architecture that continuously compresses information outside a language model's context window.
- C and C++Paper
Parallel algorithms and memory hierarchy
Guy Blelloch’s book covers parallel algorithms and memory hierarchy, topics relevant to assessing the performance of systems that process tasks in parallel.
- Speech: TTS and ASRPost
Voice app adds support for custom models in five languages
A post dated November 11, 2024, says the e2-f5-tts Gradio app now supports custom F5-TTS finetunes for Spanish, Hungarian, German, Portuguese, and Greek.
- AI agentsPost
Agent learning from its own interactions
A post published on October 10, 2025 examines using future states from an agent’s own interactions as supervision, without reward signals, to address long rollouts and rewards that are difficult to verify.
- CUDA and GPU programmingPost
256-bit arithmetic in CUDA GPU kernels
A post dated September 22, 2025, presents 256-bit multiplication and addition on a GPU and covers multiword arithmetic in CUDA kernels.
- Speech: TTS and ASRPost
Moonshine ASR joins the Transformers library
A post published on January 20, 2025 announces Moonshine’s integration into Transformers: the model uses Rotary Position Embeddings and accepts audio of any duration.
- RAG and retrievalPost
AssistRAG separates memory from answer generation
Published on November 30, 2024, the work on AssistRAG describes a way to manage memory and external knowledge without retraining the main generation model.
- Attention and model architecturePaper
Compressed attention to reduce costs in long-context models
Published on October 7, 2025, the paper presents an approach that compresses queries, keys, and values to perform attention in a smaller latent space, targeting compute and KV-cache costs.
- Attention and model architecturePost
Attention and kernel regression: a useful connection
A 10-slide summary published on October 4, 2025 examines the relationship between kernel regression and attention, presenting this perspective as an aid to understanding the mechanism.
- Speech: TTS and ASRPost
Audio reasoning benchmark reports 92%
An Artificial Analysis report records a 92% score on Big Bench Audio for an audio model and compares time to first token with and without reasoning.
- RAG and retrievalPost
Auto-RAG adapts iterative search to question difficulty
A post published on December 2, 2024 describes a method that plans searches and refines queries in multiple steps, adjusting the number of iterations to the difficulty of the question.
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