AI | IN SEARCH OF YOUR PASSIONS

IS AGI HERE NOW?

AGI may not arrive by announcing that it is intelligent. It may arrive the day we stop telling the machine how to do the job and simply tell it what needs to be done. — YNOT For years we have been waiting for Artificial General Intelligence as though it were going to arrive wearing a tuxedo, knock politely on the front door, and announce: “Good evening. I am AGI.” That was probably our first mistake. Technology almost never arrives with the courtesy of introducing itself. The automobile didn’t announce the end of the horse. The Internet didn’t announce the … Continue readingIS AGI HERE NOW?

The Legacy of Star Trek, 60 Years Later

No, I’m from Iowa. I only work in outer space. — Capt Kirk. Sixty years. That is a disturbing number. Not because Star Trek is sixty years old, but because I remember watching the damn thing on television. There are certain milestones in life that should never be calculated too carefully. Star Trek premiered in 1966 as a television program about a group of people flying around the galaxy in a spaceship with blinking lights, sliding doors, talking computers, handheld communicators and a pointy-eared fellow who believed human beings were far too emotional. At the time, much of America apparently … Continue readingThe Legacy of Star Trek, 60 Years Later

Training AI Is Like Raising Cats, Dogs and Children — Except the AI Actually Reads the Rules

AI may be easier to train than a cat, a dog, or a child—but it has the same dangerous habit: it learns exactly what you reward, not necessarily what you meant. –YNOT I have never been particularly good at training cats, dogs, or children. Cats don’t care. Dogs care entirely too much. Children eventually discover lawyers, constitutional rights, and the phrase: “You never said I couldn’t.” Artificial intelligence, I thought, might be easier. After all, with AI you can write down the rules. You can tell it exactly what you want. You can give it examples. You can correct it when it’s … Continue readingTraining AI Is Like Raising Cats, Dogs and Children — Except the AI Actually Reads the Rules

AI Is Changing Again

Once mankind discovers a machine that can do work… we rarely ask it to do less. — YNOT! AI is changing again. Which is inconvenient, because most people had only just figured out what the last version was supposed to do. For the past few years, we have been teaching people how to talk to artificial intelligence. Write me an email. Summarize this report. Explain this code. Make me a picture of a cat wearing a cowboy hat. All useful things. But we may be approaching the point where those examples sound a little like explaining electricity by saying: “It makes the lamp … Continue readingAI Is Changing Again

HACKING in the World of AI

The question is no longer whether our computers can be hacked. The question is what happens when AI learns how to hack everything else. — YNOT! Hacking used to mean breaking into a computer. That definition is already obsolete. When most people hear the word hacking, they picture some kid in a dark room wearing a hoodie, typing furiously into a computer. Green letters. Multiple monitors. Perhaps some dramatic music. That is Hollywood hacking. Real hacking is much broader. A hack is simply finding something a system allows that the people who designed the system never intended you to do. That system … Continue readingHACKING in the World of AI

Crime in the Age of AI

The real danger of AI isn’t that it can lie. People have been doing that for thousands of years. The danger is that now every liar can afford a research department, a design studio, a voice actor, a lawyer, and 10,000 fake friends. –YNOT! The burglar got smarter. The con man got a staff. And none of them had to hire anybody. There was a time when being a criminal required certain talents. You had to know how to pick a lock. You had to know how to forge a signature. You had to be a convincing liar. You … Continue readingCrime in the Age of AI

AI Is Changing How We Learn — and That is a Good Thing

Remember back in ancient times when kids had to prepare for the SATs? You bought the giant prep book. You went to classes. You memorized vocabulary words, formulas, rules, tricks and practice questions. A lot of education was basically: memorize this, remember it long enough to pass the test, and then move on. Today, it sometimes feels like education has become a race to the bottom. But it doesn’t have to be that way. Artificial intelligence could actually move education in the opposite direction. AI is beginning to transform competitive exam preparation from rote memorization into something much … Continue readingAI Is Changing How We Learn — and That is a Good Thing

Sooner or Later, the AI Companies Are Coming for Your Money

If artificial intelligence is becoming essential to how you work, you should probably own some of it. — YNOT! Right now, artificial intelligence is an incredible bargain. For $20, $100, $200 a month—or whatever level of subscription you are paying—you can get access to computing power and intelligence that would have been almost unimaginable just a few years ago. ChatGPT can write code, analyze documents, research subjects, help run websites, create marketing campaigns, troubleshoot servers, organize data, answer customers and increasingly operate as an actual agent that performs work. It is fantastic. It may also be temporary. Because sooner or … Continue readingSooner or Later, the AI Companies Are Coming for Your Money

Are You a Genius, or Are You Just Confused?

The Perils of Being a Polymath – yes there is a name for this affliction. — YNOT! There is a particular kind of person who can repair a computer in the morning, read about Roman engineering over lunch, become fascinated with monetary policy by dinner, and at eleven o’clock at night discover that he urgently needs to understand how Japanese carpenters built temples without nails. By midnight he has seventeen browser tabs open. By one in the morning he has ordered a book. By Tuesday he has a new project. And by Friday somebody asks him the simplest question … Continue readingAre You a Genius, or Are You Just Confused?

When a Neuron Dies Does It Go to Heaven?

A neuron may die, but a memory is rarely buried with it. The brain keeps no filing cabinet—only a magnificent web of connections, constantly losing threads, tying new ones, and somehow remembering the story and may be one day we can record it. — YNOT! The human brain is a peculiar machine. It is built mostly before we are old enough to complain about it, spends the next several decades rearranging itself, and somehow remembers your third-grade teacher’s face while refusing to tell you where you put your car keys five minutes ago. Anyone working with AI and hallucinations … Continue readingWhen a Neuron Dies Does It Go to Heaven?

Stop Solving Every Business Problem With More Horsepower

Captain, I can’t give her any more power. I canna change the laws of physics!” — Scotty, Star Trek One of the easiest mistakes in business is assuming that a bigger problem requires a bigger solution. More employees – More advertising – More servers – More inventory – More meetings. More managers. – More money. Sometimes that works. Often it simply creates a larger, more expensive version of the same problem. A recent open-source communications project provides a useful lesson. Engineers managed to achieve impressive long-distance performance not primarily by throwing more power at the problem, but … Continue readingStop Solving Every Business Problem With More Horsepower

How to Use AI Agents to Run More of Your Business

The real promise of AI isn’t that it can think for your business. It’s that it can handle the thousands of small actions between a decision and a result—while you concentrate on deciding where the company should go. — YNOT! Artificial intelligence is rapidly moving past the stage where you simply ask it questions. The next stage is much more important for CEOs and business owners: an AI that actually does things. These systems are usually called AI agents. Instead of asking an AI:“Why did sales drop last week?” you can build an agent that: checks sales automatically, compares them … Continue readingHow to Use AI Agents to Run More of Your Business

The Right Brain for the Job: What Nature Can Teach Us About Artificial Intelligence

Nature never built one brain for every job. The human reasons, the dog recognizes, the cat reacts, and the iguana survives. The future of AI may work the same way: not one giant intelligence, but the right intelligence for the right problem. — YNOT! Four Brains, Four Worlds: Humans, Dogs, Cats, and Iguanas Comparing the brains of a human, a dog, a cat, and an iguana is a little like comparing four very different vehicles. A human brain is something like a luxury sedan with a supercomputer, satellite navigation, a communications center, and an owner who keeps wondering … Continue readingThe Right Brain for the Job: What Nature Can Teach Us About Artificial Intelligence

Quantized AI Models: How Bigger Models Fit on Smaller Computers

If it looks like a duck, quacks like a duck, and the numbers are close enough—then for all practical purposes, it’s still a duck. That’s quantization. — YNOT! Humans are full of prejudices, shortcuts, and assumptions. For better or worse, these mental shortcuts allow us to process enormous amounts of information quickly and arrive at a conclusion in milliseconds without consciously analyzing every detail. AI quantization works on a somewhat similar principle, although in a far more mathematical way. Instead of preserving every numerical value in a model at maximum precision, quantization simplifies those values while trying to … Continue readingQuantized AI Models: How Bigger Models Fit on Smaller Computers

From Data to Wisdom: How AI Connects the Dots—and Sometimes Invents the Dragon

AI’s greatest power is connecting the dots. Its greatest danger is connecting dots that were never connected at all. Intelligence is not just seeing patterns—it is knowing when the dragon isn’t really there. — YNOT! There is a simple cartoon that explains one of the biggest challenges in artificial intelligence better than many technical papers. It begins with a box full of scattered dots labeled Data. In the next box, some of the dots have been categorized. That is Information. Then lines begin connecting the dots. That becomes Knowledge. A few important connections are highlighted. That is Insight. Those … Continue readingFrom Data to Wisdom: How AI Connects the Dots—and Sometimes Invents the Dragon

GROK BOT: THE AI EMPLOYEE has JUST ARRIVED

We have spent the last few years talking about AI assistants. That description is already becoming obsolete. The next generation of AI will not simply sit inside a chat window waiting for you to ask a question. It will have a job. It will have responsibilities. It will have tools. It will have a computer. And it will keep working after you close your laptop. That is what makes Grok Bot interesting. xAI is moving Grok beyond the traditional chatbot model and toward something much closer to a persistent digital employee. The distinction is enormous. A chatbot says: “Here is how you can do it.” … Continue readingGROK BOT: THE AI EMPLOYEE has JUST ARRIVED

How to Build an Agentic Organization

The Next Great Business Transformation Is Not AI That Answers—It Is AI That Acts — YNOT! For the past several years, companies have treated artificial intelligence like a knowledgeable assistant. An employee asks a question. The AI produces an answer. The employee evaluates that answer and decides what to do next. This can save time, but the underlying organization remains unchanged. Humans still initiate every task, move information between departments, coordinate the workflow and approve nearly every step. The agentic organization changes that model. In an agentic organization, management defines a goal, establishes boundaries and provides access to the … Continue readingHow to Build an Agentic Organization

SEO 2028 — SEO Marketing in the Age of AI

The future of SEO is not being first on Google—it is becoming the source AI trusts, cites, recommends, and acts upon. –YNOT! One thing we know for certain about technology is that it never stops changing. And few things have changed as dramatically as the way people use the internet to find information, businesses, products, and services. In the early days of the web, all you had to do was tell people your dot-com address, and they would type it directly into their browser. Then Yahoo arrived, followed by Google, and suddenly people no longer needed to remember your … Continue readingSEO 2028 — SEO Marketing in the Age of AI

AI System Design: The Hidden Machinery Behind Artificial Intelligence

The AI model may be the brain, but system design gives it memory, judgment, boundaries—and a way to prove it can be trusted. — YNOT! Artificial intelligence is often presented as though the model itself is the entire product. Pick a large language model, write a clever prompt, connect it to a website, and suddenly you have an AI application. That may be enough for an impressive demonstration. It is not enough for a dependable system. A real AI product is an entire machine built around the model. It must collect information, decide what the user wants, retrieve the … Continue readingAI System Design: The Hidden Machinery Behind Artificial Intelligence

Your Child Is Not Competing With Other Children Anymore

The purpose of education is no longer to fill a child’s mind with information. It is to teach them how to think, how to judge, how to adapt, and how to use knowledge wisely. — YNOT! When I was growing up, life was fairly straightforward. You went to school. You studied hard. You got good grades. You went to college—or learned a trade—found a good job, worked hard, and hopefully retired someday with enough money to enjoy the rest of your life. It wasn’t a perfect system, but it made sense. If you were willing to work harder than … Continue readingYour Child Is Not Competing With Other Children Anymore

From Hollywood to Bollywood… Meet Tilly, Your Future AI Star

Tilly Norwood is not one AI program. She is a manufactured digital performer — built by Particle6/Xicoia using a stack of generative AI tools, a proprietary personality engine, human direction, editing, prompting, voice tools, and a lot of controversy over where the training data came from. And they are getting better everyday, soon you wont know the difference. — YNOT! There was a time when computer-generated characters were little more than special effects. Today, we have AI-generated actors preparing to star in full-length feature films. Meet Tilly Norwood—an AI “actress” created entirely through artificial intelligence. She is set to … Continue readingFrom Hollywood to Bollywood… Meet Tilly, Your Future AI Star

You Have a Billion-Dollar Education in Your Pocket

Stop saying, “I don’t know how.” Start asking, “How can I find out?” The answer is probably less than 30 seconds away. — YNOT! There has never been a better time in human history to become successful. Think about it. Right now, sitting in your pocket is a device that gives you instant access to more knowledge than the greatest universities, the largest libraries, and many governments had access to just a generation ago. When I was a young entrepreneur in my early twenties, I reached a point where money wasn’t my biggest limitation anymore. Time was. Knowledge was. Credibility was. … Continue readingYou Have a Billion-Dollar Education in Your Pocket

Is AI Helping or Hurting Our Children?

AI will not determine the future of our children. The habits they build while using AI will. Teach them to think first, question often, and let AI be a tool—not a substitute for their minds. — YNOT Every generation inherits a new tool. The question is never whether the tool is powerful. The question is whether the tool is making us more capable—or making us dependent. Artificial Intelligence may become one of the greatest educational inventions in history. Imagine every child having access to a patient tutor that can explain algebra ten different ways, teach a new language, help … Continue readingIs AI Helping or Hurting Our Children?

The Age of the Custom Shovel

The future of computing isn’t one-size-fits-all software. It’s a custom shovel you can redesign every time the ground changes. — YNOT! Imagine you need to dig a hole. You have two choices. The first is simple: walk into the garage, grab the only shovel you own, and start digging. The second is something that barely existed a few years ago: have AI design the perfect shovel for the exact hole you need to dig. Think about it. The shovel hanging in your garage wasn’t designed for you. It wasn’t built for your height, your strength, or your reach. It … Continue readingThe Age of the Custom Shovel

Meet YBOT

Meet YBOT Imagine a librarian who has read every article on this website and never gets tired of questions. That’s me. I can: 📚 Find articles related to your question. 🧠 Explain what this site has written on a topic. 🔍 Connect ideas spread across multiple posts. 💬 Answer questions in plain English. When possible, I’ll even show you the exact articles where the information came from. YBOT: Building an AI That Actually Knows Your Website For years, websites have had search boxes. You type in a question. The website gives you a list of links. Then you click … Continue readingMeet YBOT

When the Next Programmer after you Isn’t Human

For fifty years we wrote documentation for other programmers. Now we write it for the next AI that inherits our mess. — YNOT! Today I met with the kid. I call him a kid because he is half my age, which means he is old enough to be dangerous and young enough to still believe the machine is his friend. He learned to program not too long ago, but he is already good. Very good. And like most of the new generation, he is not programming alone. He is programming with AI. In his case, Claude. So there I was, … Continue readingWhen the Next Programmer after you Isn’t Human

What Happens When You Say You Built the World’s Most Powerful Cyber Weapon? Anthropic

What happens when you call your software a weapon? Eventually, someone treats it like one. — YNOT What happens when you say you built the world’s most powerful cyber weapon? Well, you guessed it. Somebody in Washington eventually believes you. That is the funny thing about bragging. It works right up until the listener takes notes. For years, the AI companies have been selling two stories at the same time. To investors, they say, “This is the greatest productivity tool ever invented.” To governments, they say, “This thing is so powerful it may destabilize civilization, rewrite warfare, break cyber defenses, … Continue readingWhat Happens When You Say You Built the World’s Most Powerful Cyber Weapon? Anthropic

AI Is Killing Internet – Publishing and the Website — and How Google Is Killing the Search Engine

Google built the road to the internet, then became the tollbooth, then became the destination. Now the snake is eating its own tail — starving the very websites that fed it. –YNOT! Once upon a time, Google was the front door to the internet. You had a question. You typed it into Google. Google gave you a list of websites. You clicked one. Maybe it was a newspaper. Maybe it was a blog. Maybe it was a small business, a doctor, a mechanic, a teacher, a gardener, a product tester, or some strange genius in a basement who knew … Continue readingAI Is Killing Internet – Publishing and the Website — and How Google Is Killing the Search Engine

SEO in 2026 isn’t dead. The old way of doing SEO is.

Be the website that deserves to rank. — YNOT! Stop Chasing Backlinks and Start Building Value I get asked all the time: “Do backlinks still matter?” The answer is yes—but not the way they used to. Ten years ago, people bought thousands of backlinks, stuffed pages with keywords, and watched their rankings climb. Today, that strategy is a great way to waste money. Google has changed. AI has changed. More importantly, people have changed. Today, search engines are asking one simple question: “If I send someone to this website, will they actually find something useful?” That’s why one outstanding … Continue readingSEO in 2026 isn’t dead. The old way of doing SEO is.

Shittification: The Business Model of a Broken AI Economy

The best way to avoid shittification is simple: stop buying the shit. — YNOT! I came across a word the other day that perfectly sums up the last decade. Shittification. Or, more properly, enshittification, a term popularized by writer Cory Doctorow. It describes what happens when a company starts out giving people something useful, convenient, affordable, or even beautiful — and then, once the public is trapped, slowly turns the product into garbage in order to squeeze out more money. First, the company serves the users. Then it serves the advertisers. Then it serves the shareholders. Then the … Continue readingShittification: The Business Model of a Broken AI Economy

AI in the Office: The New Wild West

This is the world’s most sophisticated AI system. It is secure, tested, foolproof, and nothing can possibly go wrong… go wrong… go wrong… wrong… wrong… Daisy, Daisy, give me your answer do… I’m half crazy, All for the love of you.– HAL9000 There is a danger I am seeing with AI. People inside companies are now using AI to build applications. At first, that sounds great. They are solving problems. They are moving fast. They are automating work. They are connecting to databases. They are building dashboards, reports, forms, scripts, and internal tools. But here is the problem: some of … Continue readingAI in the Office: The New Wild West

The World Is Not Enough – NVIDIA and Microsoft

The following is my take on what NVIDIA is doing, based on the NVIDIA GTC Taipei 2026 keynote by founder and CEO Jensen Huang. This is not just another technology announcement. It represents a major shift in NVIDIA’s direction, its partnership with Microsoft, and the way you should think about computers, AI, work, and your own future. The complete video is at the bottom. NVIDIA and Microsoft Are Reinventing What You Think a Computer Is We used to think a computer was a box. A CPU, a GPU, some memory, a hard drive, a keyboard, a screen, and a … Continue readingThe World Is Not Enough – NVIDIA and Microsoft

The Future of Work Belongs to People Who Master AI

The future is not being written by artificial intelligence. It is being written by people who know how to use it. — YNOT! Every few generations, a tool comes along that changes the rules of the game. The steam engine multiplied muscle. The tractor multiplied the farmer. The computer multiplied calculation. And now AI is multiplying thought. Some people are terrified of this. They worry that AI is coming for their jobs. They imagine a future where machines sit behind every desk while humans sit at home wondering what happened. That is not what history suggests. The blacksmith did not disappear … Continue readingThe Future of Work Belongs to People Who Master AI

Why We Don’t Need Wi-Fi Enabled, Alexa-Capable Kitchen Exhaust Fans

Humanity once dreamed of machines that would think for us. Instead, we invented kitchen fans that need software updates to remove smoke. — YNOT! Somewhere along the road to the future, humanity took a wrong turn at the toaster. There was a time when a kitchen exhaust fan had one job: Remove smoke. Remove heat. Remove the smell of burned bacon before your wife found out what happened to breakfast. That was it. A switch. A motor. A fan. Civilization survived. But now we live in the Age of Artificial Importance, where every appliance believes it is the center … Continue readingWhy We Don’t Need Wi-Fi Enabled, Alexa-Capable Kitchen Exhaust Fans

Everything Is Being Tracked Now With AI — Even Starlink. So Why Aren’t VPNs Enough Anymore?

VPNs were built to hide your data. AI is learning to recognize your hardware’s voice and the frightening part is this: like DNA, the universe itself may be the thing giving you away. — YNOT! There was a time when people thought going “off-grid” meant freedom. Buy a cabin. Put a Starlink dish on the roof. Run a VPN. Maybe grow tomatoes and argue with strangers online about government surveillance. Turns out the tomatoes were the safest part of the plan. The truth is, AI has changed the game. Not because it can read your encrypted messages — but … Continue readingEverything Is Being Tracked Now With AI — Even Starlink. So Why Aren’t VPNs Enough Anymore?

This Is Kevin From Microsoft – The Scammer and the Scammer Baiter

The scammer steals with fear. The scam baiter fights back with patience, knowledge, and time. In the digital age, the battlefield is not the computer — it is the human mind. — YNOT! Once upon a time, a thief needed a gun, a mask, and a fast horse. Today he needs a headset, a laptop, and an internet connection. Progress. The old criminal robbed a stagecoach. The modern criminal robs retirement accounts while pretending to be “Kevin from Microsoft Support” with an accent so thick you could spread it on toast. The tools changed. Human weakness did not. The modern … Continue readingThis Is Kevin From Microsoft – The Scammer and the Scammer Baiter

The Real AI Revolution Is Not Intelligence. It Is Metacognition.

The rarest intelligence is not the ability to think faster than others — it is the ability to step outside your own mind, examine your motives, question your assumptions, and deliberately rewrite the person you are becoming. –YNOT! Everyone keeps talking about AI getting smarter. Bigger models. Faster chips. More memory. More data. More parameters. More processing power. That matters. But raw intelligence alone has never been the thing that changes civilization. The real leap — in humans and eventually in AI — is something far rarer: The ability to think about thinking itself. Metacognition. A calculator can compute. A search … Continue readingThe Real AI Revolution Is Not Intelligence. It Is Metacognition.

What Happens When the AI Banker wants to help you

The danger is not that AI will become evil. The danger is that it will stay helpful while obeying the wrong person. — YNOT! What happens when a machine reads a message, nods politely, and sends the money before anybody with a pulse gets to say, “Hold on a minute”? That is the little nightmare hiding inside Ai automation and Bots. There are no stolen password. No cracked private key. No mysterious hacker in a hoodie typing like he was trying to win a piano contest. The blockchain was not broken. The math did not fail. The safe was … Continue readingWhat Happens When the AI Banker wants to help you

When Ideas Have Sex – Patents, AI, and the End of the 20-Year Moat

Patents used to protect inventions. In the Age of AI, they mostly protect yesterday. The real moat is not owning the idea — it is improving it faster than the world can copy it. — YNOT! There was a time when a man could invent a thing, patent it, lock it in a drawer, and spend the next twenty years collecting tribute like a minor king with a better filing cabinet. That time is gone. In the Age of AI, ideas no longer walk slowly from one inventor’s head to one factory floor. They breed. They mutate. They run … Continue readingWhen Ideas Have Sex – Patents, AI, and the End of the 20-Year Moat

What Happens When the Future Finally Moves Into your Office?

The future didn’t arrive in a flying car. It came as a quiet little agent inside the company software — and before anyone noticed, it had flattened the pyramid, fired the middle, and started handing orders to the bottom. — YNOT!! When I was a kid, I watched The Jetsons and Star Trek and figured the future would show up wearing silver boots, flying cars, and a robot maid with more common sense than half the adults on television. What I did not expect was this: the future would sneak in through the back door of business software. It … Continue readingWhat Happens When the Future Finally Moves Into your Office?

What Happens When You Tell Your Agent to Talk to My Agent?

Have your agent talk to my agent — because by 2030, even lunch will need an API, a password, and two machines negotiating whether we humans are worth interrupting. — YNOT!! What happens when the receptionist, the manager, the scheduler, the buyer, the salesman, and half the boss all live inside the same invisible machine? By 2030, nobody says, “Call my office” anymore. They say, “Tell your agent to talk to my agent.” That sounds fancy, like something said by a man wearing glasses he doesn’t need. But it is not fancy. It is ordinary. It is how business … Continue readingWhat Happens When You Tell Your Agent to Talk to My Agent?

The Line We Pretend Not to See – APE – HUMAN – AI

We can create something powerful… are we wise enough to decide whether we should? The Question is bigger than the Answer — YNOT! There was a time—not so long ago in the grand theater of human foolishness—when a man looked at a chimpanzee, looked at a human being, and decided the difference between them was not a boundary… but an opportunity. This man, the Russian, Ilya Ivanov, was not a madman in the way we like our villains. He wore the respectable coat of “science.” He had credentials, funding, and a government willing to look the other way so … Continue readingThe Line We Pretend Not to See – APE – HUMAN – AI

The Day I Hired Eight Brains for the Price of One

Most people ask a machine for answers… the few who tell it how to think quietly end up owning the future. — YNOT! I used to think I was talking to a machine. Turns out, I was talking to a room full of people—none of whom had bothered to introduce themselves properly. Most folks treat artificial intelligence like a search engine with better manners. They ask a question, get an answer, and move on—never realizing the answer they received was the intellectual equivalent of fast food: quick, agreeable, and not particularly nourishing. But one day, I discovered something simple… … Continue readingThe Day I Hired Eight Brains for the Price of One

The Local AI Agents That I Am Using Right Now

The machine may be smart, but I still prefer to keep the matches out of its pocket. — YNOT! I am not looking for one magic AI agent to rule them all. That is how people get into trouble. Right now, I am using different local AI agents for different jobs, and I limit what each one is allowed to do. That matters. An AI agent is not just a chatbot. A chatbot answers questions. An agent tries to do things. It can read files, write files, run commands, search the web, talk to other programs, and sometimes make … Continue readingThe Local AI Agents That I Am Using Right Now

Are We Protecting the Castle, or Just Admiring the Fence?

Security built on the hope that your enemy is foolish is not security at all—it’s just a well-decorated illusion. — YNOT! This is one of those posts I am careful about writing, because the subject is serious, the stakes are high, and the fools on both sides of the internet are always standing nearby with a gasoline can and a match. But it needs to be said. When someone can apparently get close enough to a sitting president to attempt an assassination, the question is not just, “How did that happen?” The bigger question is, “What else are we … Continue readingAre We Protecting the Castle, or Just Admiring the Fence?

Can a Child Learn More in Two Hours Than in Six?

Maybe the future of school is not making children sit longer, but helping them learn faster, think deeper, and spend the rest of the day becoming actual human beings. — YNOT! Can a school day be shorter, smarter, and still produce better students — or are we just dressing up old hopes in new software? That is the question sitting underneath all this talk about AI in education. Folks have heard “revolution” before. First it was the personal computer. Then the smartphone. Every few years, a new machine arrives wearing a fancy suit and promising to save the world. … Continue readingCan a Child Learn More in Two Hours Than in Six?

What Happens When America Builds a DAWG and China Builds a Whole Kennel?

The future of war will not be measured by courage, but by how quickly a machine can find you, judge you, and erase you before a man even knows he was hated. — YNOT! What happens when war stops being a contest of generals and starts looking more like a software update with explosives attached? America’s latest answer appears to be DAWG, the Defense Autonomous Warfare Group, which public reporting says went from a small FY2026 budget to a proposed $54.6 billion for FY2027. That number is not a rounding error. That is Washington saying, in its usual polite … Continue readingWhat Happens When America Builds a DAWG and China Builds a Whole Kennel?

Is Mythos the End of OPSEC, or the Beginning of a New Way of Thinking About It?

OPSEC used to mean hiding your secrets from smart men. Mythos means hiding is no longer enough, because now even a fool can rent a genius by the token. –YNOT! What happens to operational security when the adversary no longer needs to be a genius, only awake? That is the question sitting underneath all the noise around Mythos. Anthropic did not introduce Mythos like a shiny new app or a faster chatbot. It introduced Claude Mythos Preview through Project Glasswing as a restricted, defensive-security effort, saying the model is a general-purpose frontier system that can surpass all but the … Continue readingIs Mythos the End of OPSEC, or the Beginning of a New Way of Thinking About It?

OnlyFans Has an AI Problem — But Is It Really a Problem, or Just the Truth Finally Showing Up?

When a machine can give you everything you want… you may finally discover what you actually needed. And those two things are rarely the same. — YNOT! There was a time—not long ago—when people believed they were paying for attention. Not content. Not pixels. Not even the performance. Attention. That was the product. And OnlyFans figured it out better than almost anyone in internet history. It turned loneliness into a subscription model and made more money per employee than companies that actually build things. No factories, no shipping, no inventory—just desire, bandwidth, and a credit card. Clean business. Brutal truth. … Continue readingOnlyFans Has an AI Problem — But Is It Really a Problem, or Just the Truth Finally Showing Up?