Navigation in partially observable environments presents a significant challenge for autonomous agents, requiring effective decision-making with limited sensory information in unknown environments. Belief-based methods, particularly those using neural networks to approximate the belief space, often fail to capture the inherent multimodality of belief spaces, especially in high-dimensional cases with perceptual aliasing. While generative models p... Read more ›
At its summit in New York, AWS unveiled two new services. Continuum automatically detects, prioritizes, and fixes code vulnerabilities. Context builds a knowledge graph from corporate data to give AI agents the business context they need. Both tackle the same problem: agents that write code fast but get things wrong too often. The article appeared first on . Read more ›
If you have a massive compute architecture—whether it’s a modern wide-SIMD vector engine, a Tensor Core array, or a custom deep learning accelerator like a Systolic Array—you face one fundamental problem: feeding the beast. You have immense execution width, but if your instructions are bottlenecked by branch overhead and short basic blocks, those execution units sit idle. Read more ›
A technical deep dive into leveraging local Whisper Base Q8 inference, intelligent Silero VAD sentence chunking, and memory safety without… Read more ›
Cloudback secures 14k+ repositories across GitHub, Azure DevOps, GitLab, and Linear with BYOS, RSA Lockbox BYOK encryption, SOC 2 Type II, and Terraform. Read more ›
Chapter 12: Health Checks, doctor, and Testing HTTP Read more ›
AI loops are emerging as a transformative method for building software by allowing coding agents to work autonomously toward specific goals. These loops require a trigger—such as a manual command, a set schedule, or an action like opening a pull request—to initiate the process without constant human intervention. Success is determined either through verifiable metrics, such as specific page load speeds, or by using the large language model itself as a judge for qualitative tasks like code ref... Read more ›
The 2026 Wiki Afrodemics Mentorship Programme emerges as a strategic response to the disparities identified in the third-quarter review of West African academics and scientists on Wikimedia Foundat… Read more ›
Agentic GraphRAG trains language-model agents to iteratively retrieve and reason over graph-structured evidence, enabling more accurate and context-aware decision-making by efficiently navigating complex information networks. However, outcome-only reinforcement learning suffers from \textit{\textbf{answer-path reward aliasing}}, where correct answers may come from shortcuts rather than useful evidence paths. It also exhibits \textit{\textbf{sear... Read more ›
Electronic Social Security payments are being touted as faster and safer than paper checks. But those who rely on them will need support to make the transition. Read more ›
Personally I'm of the camp that HTNL schema data should only represent what's visually displayed, much like how accessibility is usually done. In that way I like Microdata because it reinforces that if there isn't a DOM node showing price, for example, I shouldn't be showing that data in a visually hidden way.For REST, I think the only reason HTML has been useful this long is because of the REST ideas that Fielding gave a name to. Today people just don't use it much, too many sites lean on cl... Read more ›
This book presents insightful discussions of programming and software engineering topics by some of the most prestigious names of French computer science. Read more ›
Programming book reviews, programming tutorials,programming news, C#, Ruby, Python,C, C++, PHP, Visual Basic, Computer book reviews, computer history, programming history, joomla, theory, spreadsheets and more. Read more ›
KonxiOS is your personal AI-powered operating system that automates tasks, manages workflows, and enhances productivity with intelligent assistance built direct Read more ›
From entities and value objects all the way to Sagas, CQRS, and Event Sourcing, explained with a single running example. Read more ›
Conventional passenger next station prediction models are often restricted by rigid graph structures, failing to account for the dynamic interactions between passengers and stations. This limitation results in an insufficient representation of travel patterns and associated knowledge. To address these shortcomings, this paper proposes a novel approach that integrates reinforcement learning with knowledge graphs to enable a holistic fusion of heterogeneous data. The proposed method enriches th... Read more ›
Cross-modal place recognition (CMPR) enables camera-only robots to localize against pre-built LiDAR maps in autonomous navigation scenarios. This image-to-point-cloud setting is challenged by two coupled ambiguities: the modality gap between perspective RGB appearance and sparse metric geometry, and perceptual aliasing among urban places with similar roads, facades, intersections, and object arrangements. Instead of treating CMPR as a single glo... Read more ›
With the ongoing work around the AMD GFX1250 (and GFX1251) in the open-source AMD Linux driver stack, it's led to a lot of speculation about these parts in the GFX12 series associated with RDNA4. RDNA4 refresh? Or a lot of signals have pointed to GFX125x being possible AI/HPC accelerators such as for the upcoming Instinct MI400 series. Adding to the intrigue is GFX1251 being an APU. The latest LLVM compiler activity is further pointing to GFX1250/GFX1251 being for enterprise hardware... Read more ›
Strip away the branding and almost every file is one of two things: a text file or a ZIP archive. A sourced tour of which formats are which, and why. Read more ›
﷽ Introduction to Malware Binary Triage (IMBT) Course Looking to level up your skills? Get 10% off using coupon code: MWNEWS10 for any flavor. Note: Affiliate link – your enrollment helps support this platform at no extra cost to you. Hello, cybersecurity enthusiasts and white hackers! This post is based on an exercise for my students and readers. In the previous post we explored shared library injection via LD_PRELOAD. Today we go one level deeper: instead of loading a new library, we surgic... Read more ›