January 2026

How Machine Learning and Semantic Embeddings Reorder CVE Vulnerabilities Beyond Raw CVSS Scores

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In this tutorial, we build an AI-assisted vulnerability scanner that goes beyond static CVSS scoring and instead learns to prioritize vulnerabilities using semantic understanding and machine learning. We treat vulnerability descriptions as rich linguistic artifacts, embed them using modern sentence transformers, and combine these representations with structural metadata to produce a data-driven priority score. Also, we demonstrate how security teams can shift from rule-based triage to adaptive, explainable, ML-driven risk assessment. Check out the FULL CODES here. Copy CodeCopiedUse […]

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3 Questions: How AI could optimize the power grid

3 Questions: How AI could optimize the power grid

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Artificial intelligence has captured headlines recently for its rapidly growing energy demands, and particularly the surging electricity usage of data centers that enable the training and deployment of the latest generative AI models. But it’s not all bad news — some AI tools have the potential to reduce some forms of energy consumption and enable cleaner grids. One of the most promising applications is using AI to optimize the power grid, which would improve efficiency, increase resilience to extreme weather, […]

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Generative AI tool helps 3D print personal items that sustain daily use

Generative AI tool helps 3D print personal items that sustain daily use

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Generative artificial intelligence models have left such an indelible impact on digital content creation that it’s getting harder to recall what the internet was like before it. You can call on these AI tools for clever projects such as videos and photos — but their flair for the creative hasn’t quite crossed over into the physical world just yet. So why haven’t we seen generative AI-enabled personalized objects, such as phone cases and pots, in places like homes, […]

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[D] Critical AI Safety Issue in Claude: “Conversational Abandonment” in Crisis Scenarios – Ignored Reports and What It Means for User Safety

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As someone with 30+ years in crisis intervention and incident response, plus 15+ years in IT/QA, I’ve spent the last 2.5 years developing adversarial AI evaluation methods. Recently, I uncovered and documented a serious safety flaw in Anthropic’s Claude (production version): a reproducible pattern I call “Conversational Abandonment,” where the model withdraws from engagement during high-stakes crisis-like interactions. This could have real-world harmful consequences, especially for vulnerable users. My goal in documenting this wasn’t to go public or […]

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Poland's energy grid was targeted by never-before-seen wiper malware

Poland’s energy grid was targeted by never-before-seen wiper malware

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Researchers on Friday said that Poland’s electric grid was targeted by wiper malware, likely unleashed by Russia state hackers, in an attempt to disrupt electricity delivery operations. A cyberattack, Reuters reported, occurred during the last week of December. The news organization said it was aimed at disrupting communications between renewable installations and the power distribution operators but failed for reasons not explained. Wipers R Us On Friday, security firm ESET said the malware responsible was a wiper, a […]

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VeritasGraph: AI Analytics with Power BI + MCP Server [D]

VeritasGraph: AI Analytics with Power BI + MCP Server [D]

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⁠VeritasGraph combines GraphRAG, a FastAPI backend, and a Model Context Protocol (MCP) server to deliver an AI-first analytics experience for Power BI. Chat with your data, generate and execute DAX, and get relationship-aware insights—without manual query wrangling. • ⁠Highlights: ⁠• ⁠MCP Server: Tooling layer for secure, structured data actions ⁠• ⁠Power BI: Natural-language Q&A over datasets + DAX generation ⁠• ⁠GraphRAG: Contextual graph insights for richer answers ⁠• ⁠Modern UI: Fast Next.js interface with enterprise-friendly auth • ⁠Links: […]

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Did Edison accidentally make graphene in 1879?

Did Edison accidentally make graphene in 1879?

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Graphene is the thinnest material yet known, composed of a single layer of carbon atoms arranged in a hexagonal lattice. That structure gives it many unusual properties that hold great promise for real-world applications: batteries, super capacitors, antennas, water filters, transistors, solar cells, and touchscreens, just to name a few. The physicists who first synthesized graphene in the lab won the 2010 Nobel Prize in Physics. But 19th century inventor Thomas Edison may have unknowingly created graphene as […]

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