News & Analysis
Datacenter Power Is Quietly Becoming a Consumer Story
Grid connection queues and long-term power agreements read as an infrastructure story. Retail electricity pricing is where they surface next, and that is a household one.
Merxtio — Analysis and guides across technology, AI, finance and shopping.
- AI
Small Models Are Quietly Eating the Inference Bill
The frontier model gets the headline. For most teams shipping to production, the interesting number is what happens when you stop using it for everything.
Chip Export Rules Are Quietly Reshaping Cloud Pricing
Export controls were written about who may buy accelerators. Their most durable effect is on where compute is cheap, and that is a procurement question now.
Latest
How Do You Keep Company Data Out of a Public AI Tool?
How Do You Turn a 40-Page Report Into a Decision?
How Do You Answer Customers Overnight Without Hiring Anyone?
How Do You Plan a Month of Social Content in One Sitting?
How Do You Stop Losing an Hour a Day to Email?
How Do You Get an AI Image That Matches What You Asked For?
How Do You Make Video Without a Camera, a Studio, or a Crew?
In Focus
How Do You Keep Company Data Out of a Public AI Tool?
The $20 plan you are paying for probably trains on your conversations by default. The tier that does not is a different product, and the gap matters more than the price.
How Do You Turn a 40-Page Report Into a Decision?
Asking for a summary gives you a shorter document, which is not what you wanted. Five decision-shaped questions do the job instead — and the best tool for it is free.
How Do You Answer Customers Overnight Without Hiring Anyone?
A chatbot answers most questions and fails the rest at 2am, in your brand voice. Here is what it really costs, and the free step that has to come first.
Your Router Is the Slowest Thing You Own
People upgrade to gigabit internet and keep the box the ISP sent in 2019. The bottleneck moved indoors years ago, and no speed test will tell you.
The Case for Buying Last Year's Laptop
The gap between this year's laptop and last year's is smaller than the gap between their prices. Knowing which generations broke that rule is the whole skill.
How USB-C Finally Won, and What It Cost to Get There
A single connector took eleven years to become genuinely universal. The delay was not technical, and the fix was not innovation.
What an AI Coding Assistant Actually Costs a Team
The seat price is the smallest number in the calculation. Review load, onboarding drag and the code nobody understands are where the real spend shows up.
Local Models Are Finally Worth Running
For two years running a model on your own machine was a hobby. Unified memory and better small models changed the arithmetic, though not for every job.
High-Yield Savings Is Mostly a Rate-Chasing Trap
The headline rate is an acquisition cost, not a promise. What matters is where the account sits eighteen months later, and almost nobody checks.
The Real Cost of a 0% Balance Transfer
Zero percent is the headline rate. The transfer fee, the reversion date and the payment hierarchy are where the product actually makes its money.
The USB-C Cable You Should Actually Buy
Identical connectors hide wildly different ceilings. A cable that charges your laptop may cap your monitor at 1080p, and nothing on the packaging says so.
What a $200 Keyboard Actually Buys You
Most of the price gap between a $40 keyboard and a $200 one is not the switches. It is the case, and the case is what you can actually hear and feel.
The Power Bank You Actually Need, and Three You Don't
Capacity is the number everyone shops on and the one that matters least. Output wattage, port count and weight decide whether a power bank is useful.