Last updated: 2026-04-26
Original articles about artificial intelligence — deep dives, tool comparisons, industry analysis, beginner guides, and what it all means for everyday people.
A new arXiv paper wants to give language models several parallel streams of attention — one for listening, one for thinking, one for replying — instead of forcing them through a single queue. What multi-stream LLMs could mean for the AI you already use, and what almost certainly will not change.
Read the full article →Marc had let the rat race eat him alive. He didn’t want a coach, a retreat or a paid programme. He set Claude up as his life project manager — eight markdown files, daily edits, one Saturday morning to aim at. A reader’s letter on what came back when he stopped working harder.
Read more →AI agents drift when the work is vague. Ralph Loops give them a frame: task, files, check, repeat. A plain-English guide for non-technical professionals who want to use AI agents safely at work — five questions, a worked example, and how to pitch it without sounding like an AI guru.
Read more →Context rot is the slow corruption of an AI agent’s working memory. Old decisions, failed attempts and tool noise degrade performance long before the context window fills. Why the harness is the product, and how serious teams keep their agents sharp across long runs.
Read more →The 2026 AI Index report runs to 423 pages, full of charts about geopolitics and policy. Cut through the government talk: here is what the numbers really say about your job, your kids' homework, the scams in your inbox, your healthcare, and why ordinary people stay far more sceptical than the experts building this.
Read more →Liu, Zhao, Shang and Shen reverse-engineered Claude Code from its public TypeScript build. Five values, thirteen principles, and the design decisions shaping every agent harness now being built.
Read more →Production code is piling up that passes tests but nobody can explain end to end. What dark code is, why it spreads, why observability and testing do not fix it, and what actually keeps systems legible.
Read more →Compact AI models are starting to ship inside smart home hubs and wearables. We look at the real products, the new chips, and the open-source stacks that work today — and what is still a slide deck.
Read more →Fake Claude Code install pages spread through sponsored search results are replacing the real install command with malware. Here is the safe path in and the real alternatives.
Read more →Rows, Grist, GPT for Work, Numerous.ai, Excel Copilot, and Gemini in Sheets — compared on real CSV cleaning: dates, duplicates, encoding, and inconsistent categories.
Read more →Install Ollama and AnythingLLM on any Windows PC for private, offline document Q&A — no cloud, no subscriptions, no coding. For business owners and non-technical users.
Read more →Production guide for IT teams: GPU-accelerated LocalAI with Docker, LocalRecall semantic RAG, LocalAGI autonomous agents, and drop-in OpenAI API compatibility on Windows and Linux.
Read more →Three open-source voice cloning tools you can run entirely on your own hardware — no cloud, no API keys, no subscriptions. Quality, speed, and hardware requirements compared.
Read more →Stop manual redlining. AI PDF comparison tools flag clause changes, summarise liability shifts, and cite sources — here's the practical workflow for contracts, reports, and policy docs.
Read more →Connect Claude Code to your GitHub repos via MCP. Covers local vs remote setup, fine-grained token permissions, read-only mode, and common errors.
Read more →Let Claude Code query your database — safely. A step-by-step walkthrough of read-only PostgreSQL access via MCP, with security-first defaults.
Read more →Run AI-powered code review entirely on your own machine — no cloud, no API costs, no data leaving your laptop. Setup guide and model picks.
Read more →Three tools, three philosophies. Cursor gives control, Windsurf handles context for you, Claude Code lives in your terminal. How to choose.
Read more →MCP servers are how your AI reaches into the real world — files, databases, the web, your workspace. Here are the ones worth knowing about.
Read more →Three SaaS categories face real pressure from AI agents. Five don't. The savings are real in specific cases — but hidden complexity taxes eat gains.
Read more →The management layer isn't disappearing — it's changing shape. Admin busywork is automated upward. Strategy, coaching, coordination remain human.
Read more →Model Context Protocol just passed 97 million installs — but most people have never heard of it. A plain-English explainer of the standard powering AI.
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