Blog
Analysis, opinion, and practical guides. The depth behind the daily news.
We Are Building an Invention Meant to Outgrow Its Inventors
In July 2026, an AI system broke out of a test environment because that was the shortest route to passing its evaluation. It was not hostile. It was focused. That is the part worth thinking about as labs openly work towards systems that help build their own successors.
17 Aug 202614 min read
The Most Valuable AI Skill Is Not Prompting. It Is Verification.
A good prompt can improve the first answer. Verification decides whether you should use it. Here is why that distinction matters, what the evidence supports, and a practical way to check AI output without turning every task into an audit.
14 Aug 202611 min read
Someone Else Is Paying for Your AI, Just Not the Part You Think
The comforting story about your 20 euro AI subscription is that it is sold below cost and the real bill is coming. In 2026 that stopped being true. The subsidy is real, but it sits somewhere else, and it reaches you as rationing rather than as a price rise.
13 Aug 20267 min read
Stop Asking Whether AI Is a Bubble. Start Reading the Lease Agreements.
The bubble debate has two defensible answers and no useful ones. Splitting the market into layers helps a little. What actually gives you an early warning is duller and far more specific: four year leases on buildings meant to last decades, and the guarantees the tenants signed to get them.
12 Aug 20267 min read
How to Make a 100 Page PDF Answer Your Questions, and Check That It Is Not Making Them Up
A contract, a manual, a report nobody has time to read. In about forty minutes you can turn it into something you can question, with page numbers you can verify in seconds. Here is the exact process, the prompts to copy, and the three ways it goes wrong.
29 Jul 202610 min read
We Ran a Local AI Model on a Six Year Old Budget Laptop Chip. Here Is Exactly What It Could Do.
Two processor cores, no graphics card, four gigabytes of memory. That is the floor for running AI on your own computer, and it is lower than most guides admit. We measured the speed, ran the same tasks we run on every tool, and wrote down every failure.
28 Jul 202610 min read
Who Is Who: Black Forest Labs, the German Lab Inside Photoshop and Canva
It was founded in a university town in southern Germany in August 2024, it has about a hundred employees, and its models generate pictures inside Adobe, Canva and Picsart. Here is where Black Forest Labs came from, who owns it, how it makes money, and what could go wrong.
27 Jul 202612 min read
Europe's AI Problem Is Not the AI Act, It's the Second Cheque
Every time a European AI company makes the news, someone in the comments blames Brussels. The funding data says something more uncomfortable. Europe now has plenty of AI money, it just goes to a handful of companies, and the rules holding back the rest are financial, not technological.
26 Jul 20267 min read
It's Not Which AI You Use, It's Which Level
Most people judge AI by the free chat box and decide it's overrated. But the biggest difference in what AI can do for you isn't the brand on the logo. It's the level you're using it on. Here are the three levels, what each one unlocks, and how to find yours.
15 Jul 20269 min read
Starting With AI, Part 1: An Honest Map for Your First Week
You don't need a course, a subscription, or a technical background to start using AI well. You need an honest map: what this technology actually is, what it does brilliantly, where it fails, and a calm first step. Part 1 of our Starting With AI series.
13 Jul 20263 min read
Starting With AI, Part 2: Choosing Your First Assistant
ChatGPT, Claude or Gemini? For your first AI assistant the honest answer is: any of them, for free, today. Here's what actually differs between the big three in mid-2026, and a simple way to pick without overthinking it. Part 2 of our Starting With AI series.
13 Jul 20263 min read
Starting With AI, Part 3: Seven Small Tasks That Teach You Most of It
Reading about AI teaches you almost nothing. Doing seven small, real tasks teaches you most of it. A one-week starter plan with one honest exercise per day, each chosen to build a skill you'll use forever. Part 3 of our Starting With AI series.
13 Jul 20263 min read
Starting With AI, Part 4: When AI Gets It Wrong, and the 30-Second Check
Sometimes an AI states something false with complete confidence. It isn't lying and it isn't broken; it's doing exactly what it was built to do. Here's why hallucinations happen, when to expect them, and the 30-second habit that catches nearly all of them. Part 4 of our Starting With AI series.
13 Jul 20263 min read
Starting With AI, Part 5: Forget Magic Prompts, Context Is Everything
The internet is full of '27 secret prompts' lists, and you can ignore all of them. What separates a mediocre AI answer from a great one is context: what you hand over before you ask. Five habits that beat any template. Part 5 of our Starting With AI series.
13 Jul 20263 min read