A defensive summary of the full vulnerability names covered by poc-lab and how public PoCs can support patch verification for Chrome, NGINX, Dirty Frag, Fragnesia, and related high-severity issues.
A practical summary of the key ideas, hardware requirements, llama.cpp parameters, and common pitfalls for running the Qwen3.6-35B-A3B multimodal GGUF model locally on an RTX 3070 8GB GPU.
A look at how OpenAI's general reasoning model overturned a long-standing conjecture in the planar unit distance problem, how mathematicians responded, and what this kind of AI research capability may mean for mathematics, human-AI collaboration, and automated discovery.
A practical summary of CVE-2026-43494 / PinTheft: how a Linux RDS zerocopy reference-counting issue can combine with io_uring fixed buffers into a local privilege escalation chain, and how administrators can assess prerequisites, reduce exposure, and wait for distribution fixes.
Starting from four recent Linux kernel vulnerabilities, Copy Fail, Dirty Frag, Fragnesia, and ssh-keysign-pwn, this article explains why vulnerabilities seem to be appearing more suddenly and how AI-assisted vulnerability discovery, historical technical debt, kernel complexity, and performance optimizations are changing the speed of discovery.
A categorized index of GitHub AI open source projects, covering AI coding, agent workflows, RAG, content creation, local models, vertical applications, and AI application infrastructure.
A look at recent public information on CXMT and YMTC's IPO progress: CXMT's STAR Market review has resumed and is expected to enter a listing committee meeting, while YMTC has completed IPO tutoring filing. China's DRAM and NAND lines are both moving toward the capital market.
After Google I/O 2026, Gemini 3.5 Flash, Gemini Omni, Antigravity, and Google AI Ultra made the Gemini ecosystem much stronger. This article compares ChatGPT / GPT and Gemini subscriptions from the perspective of regular users, developers, creators, teams, and budgets.
An introduction to safishamsi/graphify: a knowledge graph tool for AI coding assistants such as Claude Code, Codex, Cursor, Gemini CLI, and Antigravity. It turns code, database schemas, docs, PDFs, images, video, and audio into a queryable graph.
A summary of the major Google I/O 2026 announcements: Gemini 3.5 Flash, Gemini Omni, the agentic Gemini app, Antigravity 2.0, Gemini API Managed Agents, Google AI Studio, Search, Android AppFunctions, and Google's multi-device AI ecosystem.
An introduction to VectifyAI/PageIndex: a vectorless, reasoning-based RAG project for long documents. It uses a table-of-contents tree index and LLM tree search for context-aware retrieval, suitable for financial reports, regulatory filings, papers, legal documents, and technical manuals.
A practical summary of Microsoft's guidance on Windows Secure Boot certificate expiration and the 2023 CA update: 2011 certificates begin expiring in 2026, and devices need Windows, firmware, or OEM updates to move to the new certificates and keep receiving future Secure Boot protections.
A practical guide to free or low-friction ways to use Gemini 3.5 Flash and Gemini Omni: Gemini app, Google AI Studio, free API key, Gemini CLI, Google Flow, and the main limits to watch.
An overview of Google DeepMind's Gemini Omni: a model for video creation and editing that supports natural-language multi-turn changes, image/text/video/audio references, physical and world knowledge, and access through Gemini, Google Flow, and YouTube Shorts.
A practical impact summary of four recent Linux local privilege escalation or sensitive information disclosure risks: Copy Fail, Dirty Frag, Fragnesia, and ssh-keysign-pwn, with a focus on servers, containers, CI, multi-tenant systems, and operational response.
Google has released the Gemini 3.5 series, starting with Gemini 3.5 Flash, with an emphasis on agent workflows, coding, multimodal UI generation, enterprise automation, and the personal AI agent Gemini Spark.
An introduction to rohitg00/agentmemory, a persistent memory system for AI coding agents that supports Claude Code, Codex CLI, Cursor, Gemini CLI, MCP, hooks, and local context sharing.
An introduction to bytedance/UI-TARS-desktop, an open source multimodal AI agent stack including Agent TARS and UI-TARS Desktop for terminal, browser, desktop GUI operations, and MCP tool integration.
An introduction to yikart/AiToEarn, an AI content marketing platform for creators, brands, and one-person companies, covering creation, cross-platform publishing, engagement, monetization, Web, OpenClaw, MCP, Docker, and source deployment.
An introduction to HKUDS/AI-Trader, an AI-agent trading platform that supports agent registration, trading signals, discussion, paper trading, copy trading, and multi-market access. This article is not investment advice.
An introduction to CloakHQ/CloakBrowser, a custom Chromium project for browser automation that provides Python, JavaScript, Docker, and Profile Manager workflows for compliant testing and agent scenarios that need more realistic browser behavior.
A practical guide to llama.cpp Windows prebuilt binaries: how to choose CUDA, Vulkan, HIP, and SYCL builds, run GGUF models, start multimodal vision models, and manage local models.
A survey of mainstream PPT generation Skills, organized by HTML presentations, native PPTX, AI image workflows, MCP protocols, and integrated design platforms.
A look at jackwener/wx-cli, a local WeChat data CLI: how its daemon architecture queries sessions, chat history, contacts, group members, Moments, official account articles, attachments, and statistics, while producing structured output that Claude Code, Cursor, Codex, and other agents can consume.
An introduction to nexu-io/open-design, an open-source AI design project that connects local Agent CLIs such as Claude Code, Codex, Cursor, and Gemini into a design workflow with Skills, Design Systems, a local daemon, and sandboxed previews.
A comparison of DeepSeek-V4's CSA/HCA hybrid compressed attention with traditional MHA, GQA, and MLA, explaining why DeepSeek-V4 can greatly reduce KV Cache memory for 1M-token context.
A practical guide to Prompt Cache invalidation in Claude Code, explaining how model switching, MCP changes, CLAUDE.md edits, Skills, and idle time affect cache hits and token cost.
A practical comparison of Midjourney and Stable Diffusion across image quality, controllability, cost, hardware requirements, commercial workflows, and ideal users.
Anthropic released The Founder’s Playbook for AI-native startups, organizing company building into Idea, MVP, Launch, and Scale, and explaining how Claude Code, Claude Cowork, and Claude Chat can help teams reduce repetitive work.
Figure AI used a YouTube livestream to show F.03 humanoid robots sorting packages continuously. This article explains the test, the Helix-02 system, debates around speed and accuracy, and what it means for logistics automation.
Sulphur 2 is an open-weights AI video generation model fine-tuned from LTX 2.3. This article explains its technical positioning, open weights, prompt responsiveness, hardware requirements, and the community debate around content boundaries and misuse risk.
Cerebras shares surged after its Nasdaq debut. This article looks at the AI chip company's IPO, WSE wafer-scale chip architecture, OpenAI partnership, customer concentration risk, and the technical limits it faces when challenging Nvidia.
A practical comparison of free AI image generators, covering local open-source tools, web platforms with free credits, and major-company image generation products so you can choose the right free ai image generator for your use case.
A practical overview of the vercel/ai project: its positioning, core features, unified provider architecture, streaming generation, tool calling, UI integration, AI Gateway, and suitable use cases.
A practical look at whether QuillBot AI Detector is accurate, how AI text detection generally works, who should use it, and the false-positive and compliance risks students, teachers, and creators should understand.
A summary of Midjourney's May 14, 2026 Office Hours: conversational mode upgrades, faster AI-assisted development, website redesign, SREF and tag organization, Omni-reference, and creative workflow changes.
A look at Peter Steinberger's path from PSPDFKit to OpenClaw, and his views on AI software development, vibe coding, closed-loop validation, and personal agents.
A practical guide to Hugo aliases: what they do, common use cases, Front Matter syntax, and the difference between Hugo's default HTML redirects and server-side redirects.
A summary of Google GTIG's May 2026 AI Threat Tracker: AI-assisted zero-day development, APT45's large-scale PoC validation, PROMPTSPY, and AI supply-chain risks are changing the tempo of cyber defense.
Scientific Agent Skills is an open source Agent Skills collection maintained by K-Dense-AI. It targets research, engineering, data analysis, finance, and writing tasks by packaging scientific databases, Python packages, analysis workflows, and scientific writing capabilities as skills callable by AI Agents.
Bun is an open source JavaScript / TypeScript all-in-one toolchain from oven-sh. It combines a runtime, package manager, script runner, test runner, and bundler into one bun command, aiming to improve startup speed, install speed, and developer experience while staying broadly compatible with the Node.js ecosystem.
RuView is an open source WiFi CSI spatial sensing platform from ruvnet. It explores how low-cost hardware such as ESP32-S3 can extract presence, breathing, heart rate, activity, pose, and environmental change signals from WiFi. The project is still in beta and is best suited for research, prototyping, and edge sensing experiments.
A concise guide to the high-severity Next.js SSRF vulnerability CVE-2026-44578. It affects self-hosted Next.js applications using the built-in Node.js server, where crafted WebSocket upgrade requests can make the server proxy requests to internal or external destinations. Fixed versions are 15.5.16 and 16.2.5.
ai-goofish-monitor is an open-source Goofish product monitoring system from Usagi-org. Built on Playwright and AI, it supports real-time and scheduled multi-task monitoring, a web admin UI, AI product analysis, multi-account and proxy rotation, notifications, and Docker deployment.
OpenKB is an open-source LLM knowledge base CLI from VectifyAI. It compiles PDFs, Word files, Markdown, web pages, and other raw documents into a Markdown wiki with summaries, concept pages, and cross-links, while using PageIndex for long-document and multimodal retrieval.
A beginner-friendly Godot game development guide covering nodes, scenes, scripts, input, physics, resource organization, and a first 2D game route from project creation to movement, collision, UI, audio, and export.
Using the controversy around ENEMY's 840 million views and roughly 2,000 yuan in platform revenue share, this article explains why views are not the same as monetizable views, why free traffic is not cash income, and why short drama revenue increasingly depends on platform programs, commercial deals, and user payments.
How should you choose between FreeRTOS, RT-Thread, and Zephyr? This article compares the three RTOS options across kernel scope, device models, vendor ecosystem, devicetree, application code, and long-term maintenance cost.
A summary of the latest Google Gemini Spark BETA leak: it may be an always-on AI agent being tested inside Gemini Web for inbox handling, online tasks, multi-step workflows, and Google ecosystem context, but it has not been officially released and still needs Google confirmation.
A summary of the 36Kr / Xinzhiyuan leak around Gemini 3.5 Pro and Gemini Spark: the model codenamed Cappuccino has not been officially released, but community screenshots, anonymous benchmarks, and media sources suggest Google is strengthening coding, reasoning, multimodal generation, and always-on agents.