Insights + Future
Thinking out loud about AI and what's next.
Perspectives on AI, the web, and what's coming next for small businesses — from the team at Tapiki.
The Brain Is Only Part of the Body
March 6, 2026
Why the AI model you choose matters less than you think — and what actually determines whether it works
Everyone wants to talk about the brain. Which LLM is smartest. Whether GPT beats Claude. Whether the latest model has caught up to the previous one. The benchmarks, the leaderboards, the breathless announcements every time something new drops. The assumption underneath all of it is that intelligence is the variable — that if you just pick the right brain, everything else follows. It doesn't work that way. Not in biology. Not in AI.
Read more →Power Tool or Full Crew — Two Ways to Work With AI
March 5, 2026
Understanding the difference changes how you think about every task
There are two fundamentally different ways to use AI in your business. Most people only know about one of them — and they're leaving a lot of value on the table as a result.
Read more →Your AI Has a Personality. That's Not an Accident.
March 4, 2026
How training choices and design philosophy shape the character of every AI you use — and why it matters for your business
You've probably noticed it without being able to name it. One AI feels eager to please — almost to a fault. Another feels measured, sometimes even a little blunt. One validates every idea you bring to it. Another pushes back when it thinks you're wrong. These aren't random quirks. They are the direct result of how each system was trained — the feedback mechanisms that shaped its behavior and the design philosophy of the team that built it.
Read more →Computational Thinking Was Always the Point
March 2, 2026
The skill we taught for code turns out to be the skill we need for everything that comes next
For the past four decades, there has been a recurring argument in education that goes something like this: everyone should learn to code. Not because everyone will become a software engineer, but because learning to code teaches you something deeper. That argument was right. It was just aimed at the wrong output. The skill was never really about code. It was about how you think.
Read more →Computer Use Speed Is the Wrong Metric
February 27, 2026
Why judging computer use agents by their speed is a trap — and where the real power lies
There is a moment, the first time you watch an AI agent control a browser, that feels almost comically slow. It navigates. It pauses. It reads. It clicks — deliberately, methodically, like someone who has never seen a mouse before. You're sitting there thinking: I could have done this in thirty seconds. And you're right. But that's completely beside the point.
Read more →WordPress Was Designed for Humans. We're Building for the Machines.
February 25, 2026
Why the 23-year-old CMS era is ending — and what replaces it
WordPress turned 23 years old this year. That's not a knock — it's a fact. And in technology, 23 years is an eternity. When WordPress launched, the goal was simple: give regular people the ability to publish content without knowing how to code. It worked. But the problem has changed — and so has the audience reading your website.
Read more →The New Hire Who Never Sleeps
February 18, 2026
What an AI agent actually is — explained without the jargon
The word "agent" is everywhere in AI right now. Every tech article uses it. Every company is building one. It has the feeling of a buzzword — something important-sounding that nobody fully explains. Here is a plain-language explanation.
Read more →The Death of the Inbox
February 17, 2026
How email stops being a place you visit — and starts being a place AI lives
There's a ritual most of us perform dozens of times a day without thinking about it. We open our email. We scan. We feel a low-grade anxiety. We close it. We open it again twenty minutes later. The inbox became a to-do list we didn't design, managed by other people's priorities. That's about to change.
Read more →The Last App You'll Ever Download
February 10, 2026
On the coming collapse of the app model — and what replaces it
Remember the first time you downloaded an app? It felt like magic. Now look at your phone. How many of those icons do you actually use? The way we interact with digital services is about to change fundamentally — and the shift is already underway.
Read more →What AI Actually Costs — And Why Most People Get This Wrong
January 30, 2026
The honest numbers, the real investment, and what to expect in return
One of the biggest reasons small business owners haven't tried AI tools yet is the assumption that they're expensive, complicated to set up, or require a technical person to manage. This assumption is understandable. But AI tools break that pattern — and by a significant margin.
Read more →Automation and AI Are Not the Same Thing
January 14, 2026
Knowing the difference helps you solve the right problem with the right tool
These two words get used interchangeably so often that most people assume they mean the same thing. They don't. And for a small business owner trying to figure out which technology problems are actually worth solving, the distinction matters quite a bit.
Read more →Not All AI Tools Are the Same
December 29, 2025
Why choosing between ChatGPT, Claude, and Gemini is less like picking a brand and more like hiring for a specific job
One of the most common questions small business owners ask when they start exploring AI is: which one should I use? It's a reasonable question. But it's a little like asking which tool you should keep in your truck. The answer is: it depends on what you're building.
Read more →How to Talk to AI — and Why It Matters More Than Which AI You Use
December 8, 2025
The skill nobody teaches — and the one that determines whether AI actually helps you
Most people's first experience with an AI tool goes something like this: they type something in, get a response that's either too generic or completely off the mark, and walk away thinking the technology is overhyped. What they usually don't realize is that the technology worked exactly as intended. The problem wasn't the AI. It was the directions.
Read more →Why AI Forgets You Every Time You Close the Tab
November 20, 2025
Understanding AI memory — and how to work around its biggest limitation
You spend twenty minutes giving an AI tool all the context about your business. Your name, what you do, who your customers are, how you like to communicate. The responses get good. It feels like it finally understands you. Then you close the tab. Next time you open it, you start again with a stranger.
Read more →When AI Makes Things Up
November 3, 2025
Understanding hallucination — the AI behavior that catches everyone off guard
At some point, every person who uses an AI tool regularly runs into this: the AI tells you something confidently, you act on it, and it turns out to be wrong. Not slightly wrong — completely fabricated. This has a name in the AI world. It's called hallucination.
Read more →Why AI Thinks the Way It Does
October 15, 2025
Understanding training data — the invisible force shaping every AI response
If you've spent any time with AI tools, you've probably noticed that they have a personality. They communicate in a certain way, hold certain assumptions, and occasionally reveal blind spots or biases that catch you off guard. None of that is random. It all flows from one thing: what the AI was trained on.
Read more →Having Siri on Wheels Will Be a Milestone in Human Travel
February 13, 2018
The convergence of autonomous vehicles and AI will fundamentally change how we move through the world
Change is painful, exciting, visceral, and necessary. And our commute is about to radically change. I see the convergence of autonomous vehicles and digital assistants. My autonomous vehicle will know me better than my cat — the physical manifestation of my digital assistant.
Read more →Students Need New Skill Sets to Exploit Artificial Intelligence
October 16, 2017
The future we can't predict is the one we have to prepare for
Each and every day brings exciting advances in AI as new, innovative ways to leverage it are discovered. These advances will fundamentally and permanently change humanity. For those of us in education, AI is nothing short of a positive, disruptive revolution.
Read more →