We’re excited to announce the General Availability of Docker Bake with Docker Desktop 4.38! This powerful build orchestration tool takes the hassle out of managing complex builds and offers simplicity, flexibility, and performance for teams of all sizes. What is Docker Bake? Docker Bake is an orchestration tool that streamlines Docker builds, similar to how…

​A blog about ICS cybersecurity skills for critical infrastructure protection in the Middle East.  ​Read More

​A blog about the Security Awareness Maturity Model eBook.  ​Read More

This is a Plain English Papers summary of a research paper called AI Model Compression Breakthrough: 95% Performance at Half the Size Using Smart Adapters. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Combines low-rank adapters with neural architecture search to compress large language models Introduces…

Introduction Imagine walking into a Monday morning only to find your company’s server grinding to a halt. CPU and memory usage are maxed out, services are timing out, and your team is panicking. This was my reality when I discovered a crypto miner malware (perfectl) had hijacked our server. What followed was a battle against…

Been messing around with DeepSeek R1 + Ollama, and honestly, it’s kinda wild how much you can do locally with free open-source tools. No cloud, no API keys, just your machine and some cool AI magic. Page-Assist Chrome Extension – https://github.com/n4ze3m/page-assist (any model with any params) Open Web-UI LLM Wrapper – https://github.com/open-webui/open-webui (any model with…

Query preprocessing is a crucial step in customer-centric applications, ensuring accurate routing and action decisions. Instead of training separate models, I useSetFit with a multi-head classifier— a single shared embedding space with independent classification heads. Each head specialises in one task, allowing task-specific learning while maintaining efficiency through shared representations. Positive and negative pairs are…

One of the software industry’s most important pain points in testing is “Coverage”. It is manually impossible to generate test cases while covering edge cases and different scenarios with the scale of how much code gets written each day. AI Agents here save time and improve test coverage and reliability. Developers can now focus on…

At Neurolov AI, we believe AI must be ethical, transparent, and fair. Challenges in AI Ethics: Bias in Data: Unequal representation in datasets leads to biased AI outputs. High Costs: Ethical AI research is often resource-intensive, limiting access. ** Neurolov’s Commitment:** By democratizing GPU power, we enable researchers and developers worldwide to access affordable computing…

In the rapidly evolving landscape of healthcare, precision medicine stands as a beacon of hope, promising tailored treatments that cater to our unique genetic makeup. Yet, despite its potential, many individuals find themselves grappling with the complexities surrounding polygenic risk scores (PRS) — powerful tools designed to predict disease susceptibility based on multiple genetic factors.…