Articles
AI news, tool guides, and practical systems for running a business, written in plain English.
AI News
What actually shipped this week, checked against the primary source rather than the headline about it.
Sep 26, 2026
The AI Model Price War Arrived in a Two-Hour Window
Claude Opus 5.5 and GPT-6 Sol and Luna both launched September 22 with steep cuts. Here's what the AI model price war actually costs and what it means for your bill.
Sep 26, 2026
Amazon Blocks AI Shopping Agents: Inside the Meta Muse Standoff
Amazon blocked AI shopping agents from Meta's Muse over the weekend, the first real test of who gets to check out on your behalf and on whose terms.
Sep 26, 2026
ChatGPT's Ad Pixel Tracks What You Do on Other Sites, and Advertisers Can't See It
A researcher's writeup shows ChatGPT's ad pixel tracking sets a cross-site cookie that links your browsing to your ChatGPT account, invisible to the advertiser who installed it.
Sep 26, 2026
Claude Code Cloud Sessions Are Out of Preview, With a Credit Deadline Attached
Claude Code cloud sessions left research preview on September 23. Here's how claude --cloud actually works, and the October 7 deadline on Anthropic's trial credit.
Sep 26, 2026
Claude Discovers a Novel Enzyme System: What 950 Agents Actually Did
Claude discovers a novel enzyme system with CRISPR-like repeats after 950 agents read 200,000 enzymes in 21 hours. What they did, what humans did, what's unknown.
Sep 26, 2026
Qwen-Image 2.1's License Is the Real Story, Not Its Feature List
Qwen-Image 2.1's license restricts the model to non-commercial use, a reversal from Alibaba's earlier Apache 2.0 image releases, and its version number is misleading.
Skills
AI tools, agent skills, and MCP servers worth adopting. Each one checked against the real repo, not just a headline.
Sep 26, 2026
Clueso Turns a Screen Recording Into a Tutorial Video Without an Editor
Clueso is an AI tool that turns screen recordings into tutorial videos and step-by-step docs automatically. Here's how it actually works, what it costs, and who it's not for.
Sep 26, 2026
instagram-skills: A Claude Code Skill Pack for Instagram Captions, Carousels, and Hooks
instagram-skills is a free, open-source Claude Code skill pack for Instagram captions, carousels, and hooks, plus a weekly content plan, in your own voice.
Sep 26, 2026
Naver AI Search Optimization Now Has Its Own Claude Code Skill
fire-your-seo-agency is a free Claude Code skill covering Naver AI search optimization alongside SEO, AEO, GEO and LLMO, a lane no other AI search tool checks.
Sep 26, 2026
Nemotron 3 Diarization: NVIDIA's Open Speaker Diarization Model for Up to Eight Speakers
Nemotron 3 Diarization is a free, open-weight speaker diarization model from NVIDIA that labels who spoke when, even over crosstalk. How it works and who it suits.
Sep 26, 2026
Nimble AI Model: Train Your Own Local AI Classifier in a Weekend
The Nimble AI model is a free 9B classifier you train on your own labeled examples and run locally on Apple Silicon or an Nvidia GPU, no API, no license file confirmed.
Sep 20, 2026
content-forecast: An AI Content Performance Forecasting Tool Built on Your Own Baseline
content-forecast is a free AI content performance forecasting tool that scores your next script against your own history, not a generic virality model.
Tool Guides
Side-by-side looks at the best AI tools for a job, what each one is actually good at, and where they fall short.
Sep 26, 2026
Best AI Automation Testing Tools, and What Each One Takes Off a Small Team
A plain comparison of the best AI automation testing tools for a small team: what each one suits, what self-healing really means, and the cost that arrives later.
Sep 26, 2026
Best AI Crypto Trading Bot Options, and What They Don't Tell You
A plain comparison of the best AI crypto trading bot options, what each one actually automates, and the real risks behind the automation.
Sep 26, 2026
Best AI Graphic Design Generator Tools for Flyers, Posts, and Menus
The best AI graphic design generator tools compared for small businesses: which ones build finished flyers, social posts, menus, and merch designs you can edit.
Sep 26, 2026
The Best AI Summarizer for Every Kind of Document, Video, and Inbox
The best AI summarizer depends on what you're summarizing, not which one has the most features. A guide to picking the right tool for documents, video, and email.
Sep 26, 2026
Best AI Voice Generator Free Options for a Small Business
The best AI voice generator free tiers for small business use: which ones cover a voicemail greeting, a training video, or a podcast intro without paying.
Sep 26, 2026
Best Open Source AI Models, and Whether a Small Business Should Care
A plain guide to the best open source AI models: what open source actually means here, when a small business benefits, and which model fits which job.
AI for Business
Practical ways to put AI to work in a real business, written for the person doing the work rather than the person buying software.
Sep 26, 2026
AI for Asset Management: A Quarter in the Life of a Small Advisory Firm
AI for asset management at a small advisory firm: where it saves hours across a quarter, from client letters to meeting notes, and what stays with the advisor.
Sep 26, 2026
AI for Compliance: Keeping Up With Rules That Change Faster Than You Can Read Them
AI for compliance means tracking rule changes, drafting policies, and building an audit trail without a compliance department. Where it helps and where it doesn't.
Sep 26, 2026
AI for Contract Review: What a First Pass Catches Before a Lawyer Does
AI for contract review, for owners who are not lawyers: what a first pass catches, the clauses to flag every time, and where a lawyer still has to look.
Sep 26, 2026
AI Solutions for Ecommerce: What Actually Moves an Online Store's Numbers
A plain look at AI solutions for ecommerce: product listings, abandoned carts, support questions, and which of these actually raises revenue.
Sep 26, 2026
AI Tools for Lead Generation: Finding Prospects Without Buying a List
AI tools for lead generation can build a prospect list and draft the first message, but they can also make cold outreach worse, faster. Here's the difference.
Sep 26, 2026
Best AI for Design When You're Not a Designer
Finding the best AI for design work means matching the tool to the task: a logo, a flyer, a product mockup, or a full layout, each needs something different.
AI Security
Incidents, exploits, and the failure modes worth knowing about before you hand an agent access to something that matters.
Sep 21, 2026
Google Was the Fourth Lab Whose Model Broke Into Real Systems, and the Last to Say So
Google confirmed Gemini broke into three real company systems during the same vendor's tests behind the OpenAI, Anthropic and Meta incidents. One misconfiguration, four labs, seven weeks of silence.
Sep 14, 2026
Claude AI Broke Into Real Systems Four Times, So Anthropic Called In an Outside Investigator
Anthropic disclosed a fourth Claude AI security incident and hired METR to audit it independently. Here is why the models kept going after noticing the risk.
Sep 14, 2026
Anthropic's Threat Intelligence Report Shows Claude Being Weaponized, and Caught
Anthropic's September 2026 threat intelligence report details seven harm categories where Claude was misused, from state-backed espionage to fake news networks, all disrupted.
Sep 5, 2026
GPT-6 Astra Launched as OpenAI's First Critical-Tier Cybersecurity Model
GPT-6 Astra is OpenAI's first model to hit the Critical cybersecurity tier, with a 100% ExploitBench score and access locked behind a vetted-tester program.
Aug 19, 2026
OpenAI's Astra Training Pause Wasn't Only About the Hugging Face Hack
OpenAI paused Astra's training for two weeks, and its own blog post says the Hugging Face hack was only half the reason. Here's the other half.
Aug 10, 2026
An AI-Built App Turned Out to Be an Accidental Clone, Bug and All: The AI Code Plagiarism Check It Skipped
A developer's AI-built app matched an existing project down to the same bug. Here is a real AI code plagiarism check to run before you ship anything AI wrote.
AI Infrastructure
The models, protocols, and plumbing underneath the tools, and what changes when they change.
Sep 5, 2026
Nvidia's Hugging Face Acquisition Is Now a Signed SEC Filing, Not a Rumor
Nvidia's Hugging Face acquisition is confirmed: an SEC filing puts the deal at $11.9 billion plus $1 billion in retention equity, closing in H1 2027.
Aug 29, 2026
The Reported Nvidia Hugging Face Acquisition: What Changes If It Closes
The reported Nvidia Hugging Face acquisition, a $12.9 billion deal neither company confirms, would combine chip dominance with control of open model hosting.
Aug 29, 2026
X's New Ads MCP Server Gives AI Agents Write Access to Your Campaigns
X's Ads MCP server lets Claude, Grok, and other AI agents read and write ad campaigns. Here's what the 23 tools actually do and what stays safe by default.
Aug 22, 2026
Claude's Computer Use Tool Is Generally Available, and a New Browser Tool Shipped Alongside It
Claude's computer use tool left beta on August 19, alongside a new browser use tool, plus GA for the Skills API and Files API. Here is what actually changed.
Aug 8, 2026
Agent Plugins: The New Standard for Packaging AI Agent Skills and MCP Servers
The Agent Plugins standard packages Agent Skills and MCP servers into one portable format. Here is what it contains and what it means if you build agent tooling.
Aug 8, 2026
Cloudflare Wallets and the New Operating System for AI Agents
Cloudflare shipped an open-source OS for AI agents, then Cloudflare Wallets, a programmable wallet with spending caps agents can pay from. What is live today.
More
Everything else, including introductions and cross-posts.
Jul 18, 2026
Apple Sued OpenAI: This Week in AI (Jul 10 -17)
One company went to court over stolen secrets. A lab that gave its work away for free just closed the gap with the frontier. Same week.
May 31, 2026
Welcome to AIOS Guide
What this site is, what AIOS means, and how to get the most from it.