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Notes, workflows, and articles worth keeping.

Browse the published pieces by topic. The goal is not volume. It is a library that stays genuinely useful.

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Adoption2026-05-135 min read

Apple Is About to Let You Pick Your Own AI — and That Changes Everything

Starting with iOS 27 this fall, Apple will let iPhone users choose which AI model powers Siri, Writing Tools, and more. It is the biggest shift in how AI reaches everyday people since ChatGPT launched.

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Adoption2026-05-105 min read

Anthropic Just Passed OpenAI in Revenue — and It Did It With Fewer Resources

Anthropic hit $30 billion in annualized revenue in April 2026, overtaking OpenAI for the first time. The company that most people have never heard of is now the biggest AI lab on the planet by revenue — and it got there by betting on business customers instead of viral consumer products.

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Policy2026-05-095 min read

The White House Wants to Vet AI Models Like the FDA Approves Drugs

After Anthropic's Mythos model exposed thousands of software vulnerabilities, the White House is considering an executive order that would require AI models to pass government safety reviews before public release.

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Tools2026-05-084 min read

Claude Can Now Control Photoshop, Blender, and Ableton — From a Chat Window

Anthropic just released nine connectors that let Claude work directly inside creative apps like Photoshop, Blender, and Ableton. AI is officially in the studio.

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Policy2026-05-075 min read

Anthropic Said No to the Pentagon — and Got Blacklisted for It

The Pentagon signed AI deals with eight Big Tech companies for its classified networks. Anthropic was the one major name missing — because it refused to let its AI be used for autonomous weapons.

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Operations2026-05-065 min read

The Biggest AI IPO of 2026 Wants to Break Nvidia's Grip on AI Chips

Cerebras Systems just filed to raise $3.5 billion on the Nasdaq at a $26.6 billion valuation. Its pitch: a single dinner-plate-sized chip that runs AI models faster and cheaper than anything Nvidia offers.

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Adoption2026-05-055 min read

An AI Just Spotted Pancreatic Cancer Three Years Before Doctors Could

Mayo Clinic's new AI model detected pancreatic cancer on routine CT scans up to three years before a clinical diagnosis — nearly doubling the detection rate of specialists working without it.

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Tools2026-05-044 min read

OpenAI Is Building a Phone Where AI Agents Replace Your Apps

OpenAI is reportedly developing its own smartphone where AI agents handle tasks instead of apps. Here is what that means and why it matters.

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Agents2026-05-036 min read

AI Agents Can Now Open Accounts, Buy Domains, and Ship Code — No Human Required

Cloudflare and Stripe just launched a protocol that lets AI agents create accounts, purchase domains, and deploy live apps — all on their own. Here is what that actually means for you.

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Policy2026-05-026 min read

The Pentagon Just Signed AI Deals With 7 Big Tech Companies — One Major Lab Was Left Out

The U.S. military will deploy AI from OpenAI, Google, Microsoft, and others on classified networks. Anthropic was frozen out after refusing to allow its tech in autonomous weapons.

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Agents2026-05-015 min read

Microsoft Just Made AI Agents a Default Part of the Office Suite

Microsoft 365 E7 launched today, bundling Copilot and a new agent governance platform into a single $99-per-user license. It is the clearest signal yet that managing AI agents is now a core IT function.

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Policy2026-04-306 min read

Google Just Gave the Pentagon Full Access to Its AI — and 600 Employees Tried to Stop It

Google signed a classified deal letting the U.S. military use Gemini for 'any lawful government purpose.' Over 600 employees, including top DeepMind researchers, tried to block it. They failed.

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Agents2026-04-296 min read

An AI That Answers the Phone for Plumbers Just Became a $1 Billion Company

Avoca built an AI voice agent that picks up the phone for HVAC techs, plumbers, and roofers. It just raised $125 million at a $1 billion valuation — and it is on track to book $1 billion in jobs this year.

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Adoption2026-04-286 min read

Snap Cut 1,000 Jobs Because AI Writes 65% of Its Code — Here's What That Means for Everyone

Snapchat's parent company laid off 16 percent of its workforce, citing AI that now writes most of its code. Wall Street cheered. The reality is more complicated.

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Models2026-04-276 min read

DeepSeek V4 Just Dropped — and It Costs 98% Less Than the Competition

China's AI upstart DeepSeek released its V4 models this week with a million-token context window, Huawei chip support, and pricing so low it makes American AI labs look like luxury brands.

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Adoption2026-04-266 min read

AI Is Erasing 16,000 Jobs a Month — and It's Coming for the Career Ladder

Goldman Sachs says AI is wiping out 16,000 US jobs per month, with entry-level workers and Gen Z taking the biggest hit. The traditional career ladder is being rewritten.

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Models2026-04-255 min read

DeepSeek V4 Just Dropped — and It Costs 98% Less Than GPT-5.5

China's DeepSeek released its V4 model — the largest open-source AI ever built. It nearly matches the best closed models in the world, runs on Chinese-made chips, and costs a fraction of what OpenAI and Anthropic charge.

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Tools2026-04-245 min read

OpenAI Just Launched GPT-5.5 — and It Wants to Be Your Only App

OpenAI released GPT-5.5 and is merging ChatGPT, Codex, and its Atlas browser into a single desktop app. The goal is not a better chatbot — it is a full AI workspace.

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Adoption2026-04-235 min read

The AI Gap Is Real: 20% of Companies Are Capturing 75% of the Value

A major new PwC study reveals a 7.2x performance gap between AI leaders and everyone else. The difference is not about tools — it is about using AI for growth instead of just cutting costs.

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Adoption2026-04-227 min read

Snap Cut 1,000 Jobs Because AI Writes Most of Its Code Now

Snapchat's parent company laid off 16% of its workforce last week, saying AI now generates over 65% of its new code. The stock jumped 11%. This is the clearest signal yet of what AI-driven downsizing actually looks like.

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Adoption2026-04-216 min read

ChatGPT Went Down Yesterday. Do You Have a Backup Plan?

Yesterday's ChatGPT outage left thousands of users staring at blank screens for 90 minutes. It was a reminder that the AI tools we depend on are not guaranteed to be there when we need them.

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Policy2026-04-207 min read

If You Use AI to Hire, New Rules Are Coming in 105 Days

The EU AI Act's high-risk hiring rules kick in on August 2. If your business uses any AI tool to screen resumes, rank candidates, or target job ads — even from outside Europe — you have about three months to get compliant or face massive fines.

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Tools2026-04-197 min read

Canva Just Became an AI Design Agent — and It Already Knows Your Brand

Canva AI 2.0 is the biggest overhaul since the company launched in 2013. You can now describe what you want in plain English and get a fully editable, on-brand design back in seconds — plus it connects to your Slack, Gmail, and calendar.

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Tools2026-04-187 min read

Perplexity Just Put an AI Agent on Your Mac That Never Clocks Out

Perplexity launched Personal Computer, an always-on AI agent that lives inside your Mac and works with your actual files, apps, and browser. It is the first assistant that does not need you to be at the keyboard.

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Adoption2026-04-177 min read

Only 20% of Companies Are Winning With AI. Here's What They Know.

A major new PwC study found that just 20% of companies are capturing three-quarters of all AI's economic value. The difference is not budget or tech — it is how they think about what AI is for.

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Security2026-04-167 min read

An AI Just Found Security Bugs That Hid for 27 Years

Anthropic's new Mythos model has uncovered thousands of unknown software vulnerabilities, including one that lived quietly in OpenBSD for 27 years. Here is what the story means for small businesses and anyone who depends on software that should not break.

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Adoption2026-04-154 min read

AI Adoption Just Blew Past the Internet. Trust Is a Different Story.

Stanford's 2026 AI Index dropped this week. More people are using AI faster than any tech in history — but trust, regulation, and entry-level jobs are telling a very different story.

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Tools2026-04-136 min read

Google Just Made Pro-Quality AI Video Free for Everyone

Google Vids now lets anyone with a Google account generate Veo 3.1 video clips at no cost. Paid tiers add three-minute custom music tracks and AI avatars you can direct frame by frame.

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Tools2026-04-127 min read

Anthropic Just Put Claude Inside Microsoft Word — and It Uses Tracked Changes

Anthropic launched Claude for Word, a sidebar add-in that reads, edits, and rewrites your documents with every change showing up as a tracked change you can accept or reject. It also talks to Excel and PowerPoint at the same time.

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Tools2026-04-117 min read

ChatGPT Can Now Hire Freelancers for You

Upwork just launched an app inside ChatGPT. You can describe a project, match with real freelancers from an 18 million-person talent pool, and draft the job post without leaving the chat window.

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Agents2026-04-107 min read

Visa Just Gave AI Agents a Credit Card

Visa launched Intelligent Commerce Connect, the first real payment layer that lets AI agents buy things on your behalf with spend controls you set. Agentic commerce just stopped being a slideshow.

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Models2026-04-097 min read

Meta Just Replaced Its AI Brain — and You Will Notice

Meta launched Muse Spark, a brand-new AI model that will power the assistant inside Facebook, Instagram, WhatsApp, and Messenger. It thinks step by step, runs multiple agents at once, and marks a sharp turn away from the open-source playbook Meta was known for.

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Policy2026-04-087 min read

OpenAI, Anthropic, and Google Just Teamed Up — Here's Why It Matters

Three of the biggest AI rivals in the world are now sharing intelligence to stop Chinese companies from cloning their models. It is the first real sign that the AI race has a copycat problem too big for any one company to solve alone.

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Adoption2026-04-077 min read

Macy's AI Shopping Assistant Is Getting Customers to Spend 5x More

Macy's launched an AI chatbot called Ask Macy's that lets shoppers describe what they want in plain English. Early results show customers who use it spend nearly five times more per visit.

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Tools2026-04-067 min read

Vibe Coding Is Here and You Don't Need to Be a Developer to Use It

A new approach called vibe coding lets anyone describe what they want in plain English and watch AI write the code. It is already changing how small businesses and creators build tools, apps, and prototypes.

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Tools2026-04-058 min read

Slack Just Turned Slackbot Into a Real Work Assistant

Salesforce rolled 30 new AI features into Slackbot, pushing it from a friendly in-app helper to something that takes meeting notes, updates records, and runs small workflows on its own.

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Search2026-04-058 min read

Why Google expanding Gemini Live into Search matters more than another AI demo

Google’s push to bring Gemini Live-style interaction closer to Search is a meaningful product shift. It suggests search is being rebuilt around live assistance, not just better answer boxes.

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Reliability2026-04-047 min read

The DeepSeek outage is a reminder that cheap AI still needs a reliability plan

When a popular low-cost model goes down, the real lesson is not that one provider had a bad day. It is that businesses treating AI as infrastructure need fallback thinking, not just a good price.

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Strategy2026-04-038 min read

Why AI products are moving from chatbots to systems

The useful AI products now are doing more than answering prompts. They are turning models, memory, tools, and review steps into systems that produce steadier results.

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Adoption2026-04-027 min read

The best small-business AI use case is usually the one you can review in ten minutes

Small businesses do not need the most advanced AI workflow first. They need one that saves time, fits existing work, and can be checked quickly by the owner or operator.

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Workflows2026-04-017 min read

One good agent workflow can beat ten random prompts

Most people using AI for productivity still work in scattered bursts. A simple agent workflow with clear inputs, memory, and a review step usually delivers more real value than a pile of disconnected prompts.

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Agents2026-03-318 min read

What Is an AI Agent and Why Everyone’s Talking About Them

AI agents are suddenly everywhere, but most people are still not sure what the term actually means. Here is the plain-English version, what agents can realistically do today, and where they are genuinely useful for small businesses.

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Adoption2026-03-317 min read

ChatGPT vs Google vs Siri — What’s Actually Different?

People often lump ChatGPT, Google, and Siri together as “AI tools,” but they do different jobs. Here is the simplest way to understand where each one is useful, where each one falls short, and which one to reach for first.

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Strategy2026-03-318 min read

Microsoft’s Copilot update shows where AI products are heading next

Microsoft’s latest Copilot move is bigger than a feature update. It points to a shift away from single-model assistants and toward AI products that coordinate several models inside one workflow.

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Agents2026-03-286 min read

What Is Manus AI, and Why Are So Many People Talking About It?

Manus AI is getting attention as an AI agent that can take on more complete tasks instead of just answering prompts. Here’s the practical version of what that means.

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Agents2026-03-276 min read

Why AI Agents Still Need an Operations Layer

AI agents are getting more capable, but capability alone is not enough. Without an operations layer, they still create mess faster than value.

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Strategy2026-03-266 min read

OpenAI, Anthropic, and Google Are All Racing Toward the Same Thing

The competition is no longer just about who has the smartest model. It is about who can become the default operating layer for work.

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Adoption2026-03-255 min read

Why Most Small Businesses Still Haven’t Found Their Real AI Use Case

A lot of small businesses are interested in AI, but interest is not the same thing as adoption. Most still have not found the use case that actually sticks.

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Agents2026-03-245 min read

Claude Code can now control your Mac

Anthropic has introduced a research preview that lets Claude Code operate a Mac directly using screenshots, keyboard input, and mouse actions.

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Workflows2026-03-247 min read

Five AI workflows that actually earn their place in a one-person business

If you work alone, AI should make the week lighter, not more complicated. These are the workflows most likely to justify themselves.

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Operations2026-03-248 min read

Stop chasing tools and build one simple AI operating system

Most people are not stuck because they picked the wrong app. They are stuck because nothing about their AI use is repeatable.

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Execution2026-03-248 min read

Seven practical AI use cases that can save a small team real time

Small teams do not need moonshots. They need a few repeatable ways to get time back each week without creating a mess.

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Execution2026-03-235 min read

The Real Risk With AI Work Is Not Using It Badly. It’s Not Reviewing It Enough.

The biggest AI mistake in normal business work is not always bad prompting. It is skipping the review layer and treating speed like quality.

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