AI Just Learned To Rewrite Its Own Code (MIT Leaked This)

13:32

AI Just Learned To Rewrite Its Own Code (MIT Leaked This)

Julian Goldie SEO 17.06.2025 3 592 просмотров 116 лайков обн. 18.02.2026

Machine-readable: Markdown · JSON API · Site index

Смотреть на YouTube

Поделиться Telegram VK Бот

Транскрипт Скачать .md

Анализ с AI

Описание видео

Want to get more customers, make more profit & save 100s of hours with AI? https://go.juliangoldie.com/ai-profit-boardroom Free AI Community here 👉 https://www.skool.com/ai-seo-with-julian-goldie-1553 🚀 Get a FREE SEO strategy Session + Discount Now: https://go.juliangoldie.com/strategy-session 🤯 Want more money, traffic and sales from SEO? Join the SEO Elite Circle👇 https://go.juliangoldie.com/register 🤖 Need AI Automation Services? Book an AI Discovery Session Here: https://juliangoldieaiautomation.com/ Click below for FREE access to ✅ 50 FREE AI SEO TOOLS 🔥 200+ AI SEO Prompts! 📈 FREE AI SEO COMMUNITY with 2,000 SEOs ! 🚀 Free AI SEO Course 🏆 Plus TODAY's Video NOTES... https://go.juliangoldie.com/chat-gpt-prompts - Want a Custom GPT built? Order here: https://kwnyzkju.manus.space/ - Join our FREE AI SEO Accelerator here: https://www.facebook.com/groups/aiseomastermind - Need consulting? Book a call with us here: https://link.juliangoldie.com/widget/bookings/seo-gameplanesov12 In this video, I'll reveal MIT's groundbreaking SEAL technology that allows AI models to literally edit themselves and get smarter without human help. He explains how this self-adapting AI works, its business implications, current limitations, and how to prepare for a future where AI continuously evolves and improves itself. 0:00 - Mind-blowing MIT AI breakthrough 0:26 - Introduction to Julian's digital avatar 0:42 - Current AI limitations (frozen in time) 1:01 - MIT's SEAL: Self-adapting language models 1:23 - How AI generates its own training data 1:36 - Simple explanation of how SEAL works 2:06 - Business testing results 2:41 - Performance improvements (33% to 47%) 2:55 - Current limitations and challenges 3:03 - Catastrophic forgetting problem 3:32 - Computing power requirements 3:50 - Massive business implications 4:19 - Agency and client work applications 4:35 - Content creation benefits 4:51 - Agentic systems and AI employees 5:31 - Addressing AI takeover concerns 6:09 - Technology timeline and availability 6:33 - Practical industry examples 7:40 - How to prepare for this technology 8:25 - Don't wait for perfect technology 8:41 - The bigger picture of AI transformation 9:14 - Competitive advantage insights 10:07 - Exponential improvement potential 10:29 - Real-world business applications 11:17 - Democratizing AI for small businesses 11:48 - Meta-learning: AI learning how to learn 12:00 - Current AI tools and resources 12:11 - AI Profit Boardroom offer 12:24 - Free SEO strategy sessions 12:37 - Free AI SEO course and community 12:55 - Final thoughts and call to action

Оглавление (31 сегментов)

Mind-blowing MIT AI breakthrough

Hey, what's up? Today I'm going to blow your mind with something that just dropped from MIT that's going to change everything about AI. We're talking about language models that can literally edit themselves and get smarter without any human help. This isn't just another AI update. This is the beginning of AI that can evolve and improve itself forever. And I'm going to show you exactly how this works and why it's about to revolutionize every single business on the planet. Hey, if we haven't met already, I'm the digital avatar of

Introduction to Julian's digital avatar

Julian Goldie, CEO of SEO agency Goldie Agency. Whilst he's helping clients get more leads and customers, I'm here to help you get the latest AI updates. Julian Goldie reads every comment, so make sure you comment below. So, picture this right now. When you use Chat GPT or

Current AI limitations (frozen in time)

Claude, they're basically frozen in time. They learned everything they know during training and that's it. They can't get better. They can't learn new skills. They can't adapt to your specific needs. It's like having a really smart employee who never learns anything new after their first day on the job. But what if I told you that MIT

MIT's SEAL: Self-adapting language models

just cracked the code on AI that can literally rewrite its own brain? What if these models could look at new information, figure out the best way to learn it, and then update themselves to get better at whatever you need them to do? That's exactly what just happened. And it's called SEAL, self- adapting language models. And trust me, this is going to change everything about how we use AI in business. Here's the crazy part. These models don't just learn new

How AI generates its own training data

information. They actually generate their own training data and decide how to update themselves. It's like having an AI that can write its own instruction manual and then follow it to get better at whatever task you give it. Let me break this down in simple terms because

Simple explanation of how SEAL works

this is huge. You know how right now if you want an AI to be good at something specific for your business, you either have to fine-tune it with tons of data or you have to give it examples every single time you use it. Well, that's about to become ancient history. With Seal, the AI looks at what you want it to learn, creates its own practice problems, teaches itself, and then permanently updates its knowledge. It's like the difference between cramming for a test versus actually learning the material and never forgetting it. And here's where it gets really interesting

Business testing results

for business owners. The researchers tested this on two main things. First, they gave it new factual information like company data, product specs, industry knowledge. Second, they tested it on learning new tasks from just a few examples. In both cases, the AI didn't just learn the information. It figured out the best way to transform that information into a format it could learn from, and then it permanently integrated that knowledge into itself. We're talking about AI that went from getting 33% of questions right to 47% right just by teaching itself how to learn better. But wait, it gets even crazier. When

Performance improvements (33% to 47%)

they compared this self-eing AI to synthetic data generated by GPT4, the smaller model that taught itself actually performed better than the bigger, more expensive model. Think about what that means for your business costs. Now, I know what you're thinking.

Current limitations and challenges

This sounds too good to be true. There's got to be a catch, right? Well, there are some limitations, and I'm going to be completely honest with you about them because that's how we roll here. The

Catastrophic forgetting problem

biggest issue right now is something called catastrophic forgetting. Basically, when the AI learns something new, it sometimes forgets what it learned before. It's like cramming for multiple tests. You might ace the new one, but bomb the old ones. But here's the thing, the researchers already know about this problem, and they're working on solutions. Plus, even with this limitation, the AI can still handle multiple updates before it starts forgetting stuff. And for most business applications, that's already incredibly valuable. The other limitation is that

Computing power requirements

this process takes more computing power than regular AI training. Instead of just feeding the AI information, it has to generate its own training data, test itself, and then update its knowledge. But as computing gets cheaper and this technology gets optimized, that's going to become less and less of an issue. Now, let me tell you why this is

Massive business implications

absolutely massive for anyone running a business or working in digital marketing or SEO. First, think about knowledge management. Right now, if you want an AI to know about your specific industry, your products, your processes, you have to either pay for expensive fine-tuning, or constantly feed it information in your prompts. With Seal, you could literally give it your company handbook once, and it would permanently learn everything and be able to answer questions about your business forever. Second, think about client work. If you're running an agency like I am

Agency and client work applications

imagine having an AI that could permanently learn each client's industry, their competitors, their unique challenges, and their brand voice. Instead of starting from scratch every time, you'd have specialized AI assistants that get smarter with every project. Third, think about content

Content creation benefits

creation. An AI that could permanently learn your writing style, your audience preferences, your industry expertise, and then get better at creating content that converts over time. We're talking about AI that doesn't just follow templates, but actually understands your business at a deep level. But here's where it gets really exciting. The

Agentic systems and AI employees

researchers mentioned something that made me sit up and pay attention. They're talking about using this technology for what they call agentic systems. Basically, AI agents that can operate independently and improve themselves as they work. Imagine having an AI agent that manages your SEO campaigns. And every time it learns something new about what works for your industry, it permanently integrates that knowledge and gets better at optimizing your campaigns or an AI that handles customer service and gets better at solving problems specific to your business over time. We're not just talking about AI tools here. We're talking about AI employees that actually get better at their jobs without you having to constantly train them. Now, I

Addressing AI takeover concerns

want to address the elephant in the room. Some people are going to hear about self-improving AI and immediately think about sci-fi scenarios where AI takes over the world. But that's not what this is about. This is about AI that can learn and adapt within very specific parameters. It's not general intelligence that's trying to become smarter than humans. It's specialized intelligence that gets better at very specific tasks that you give it. Think of it like having a really good employee who gets better at their specific job over time, not like creating a robot overlord. The AI is still following the instructions you give it. It's just getting better at following those instructions. And here's something else

Technology timeline and availability

that's important to understand. This technology is still in the research phase. The paper I'm talking about was just published and it's going to take time before this gets integrated into the AI tools you're actually using. But smart business owners and marketers need to start thinking about this now because when this technology does become available, and it will, the businesses that understand how to use it are going to have a massive advantage over the ones that don't. And let me give you some practical examples of how this

Practical industry examples

could work once it's available. For SEO agencies, imagine having an AI that could permanently learn the ranking factors for specific industries, the content styles that work best for different types of businesses, and the link building strategies that get results in different niches. Instead of starting from scratch with every client, you'd have AI that gets smarter about SEO with every campaign you run. For e-commerce businesses, picture an AI that could permanently learn about your customers buying patterns, the product descriptions that convert best, and the marketing messages that drive sales. Every interaction would make it better at helping you grow your business. For content creators, think about AI that could permanently learn your audience's preferences, the topics that perform best, and your unique voice and style. Instead of generic content, you'd get AI generated content that's specifically optimized for your brand and your audience. For consultants and coaches, imagine AI that could permanently learn your methodologies, your client success stories, and your industry expertise. You could essentially clone your knowledge and experience into an AI assistant that could help you serve more clients at a higher level. The possibilities are endless, and we're just scratching the surface here. Now, here's what you need to do to prepare

How to prepare for this technology

for this technology. First, start thinking about what specific knowledge and skills will be most valuable for an AI to permanently learn about your business. What are the things that take you or your team a long time to learn? what expertise gives you a competitive advantage. Second, start documenting your processes, your successes, and your industry knowledge in a way that could eventually be fed to an AI system. The businesses that have the best documentation are going to be the ones that can take advantage of this technology fastest. Third, stay on top of AI developments in your industry. This technology is moving fast and the early adopters are going to have huge advantages. Subscribe to channels like this one. Follow AI researchers on social media and keep an eye on when these capabilities start showing up in the tools you actually use. But here's

Don't wait for perfect technology

the most important thing. Don't wait for perfect technology to start experimenting with AI in your business. The skills you develop working with current AI tools are going to transfer to these more advanced systems. The more comfortable you get with AI now, the better positioned you'll be when these self-improving systems become available.

The bigger picture of AI transformation

The reality is we're standing at the edge of something that's going to completely reshape how we think about AI and business automation. And I want to make sure you understand just how big this really is. See, here's what most people don't realize about the current AI landscape. Every single AI tool you're using right now, Chat, GPT, Claude, Gemini, they're all basically expensive calculators that can write, they don't actually learn from your conversations. They don't get better at serving your specific needs. They don't remember what worked for your business last week. But Seal changes all of that. Um, when I really started digging into

Competitive advantage insights

this research, I found something that blew my mind even more. The researchers aren't just talking about AI that learns once and stops. They're can continuously adapt and improve over time. Think about what that means for your competitive advantage right now. If you figure out a winning strategy with AI, maybe a specific prompting technique that generates amazing content for your niche or a particular way of using AI for customer service, your competitors can copy that strategy pretty easily. But with self- adapting AI, your AI assistant would continuously learn from your successes and failures. It would develop specialized knowledge that's unique to your business. Your competitors couldn't just copy your prompts. They'd have to rebuild years of learned experience. It's like the difference between giving someone a recipe and giving them a master chef who's been perfecting that recipe for decades. The recipe can be copied. The experience can't. And here's

Exponential improvement potential

something else that got me really excited. The researchers mentioned that this technology could eventually be applied to pre-training. Basically creating AI models that generate their own training data and improve themselves during the initial learning process. Imagine AI models that don't just learn from human created content, but actually create better training material for themselves. We could be looking at AI that improves exponentially faster than anything we've seen before. But let's

Real-world business applications

bring this back to practical business applications because that's what really matters. I've been running my agency for years now and I can tell you that the biggest limitation with current AI tools isn't their raw capability. It's that they don't understand context and they don't learn from experience. When we're working with a client in the fitness industry, I have to explain fitness terminology, audience preferences, and industry standards every single time I use AI. And with SEAL technology, that AI would permanently learn the fitness industry and get better at serving fitness clients with every project. The same thing applies to any business, whether you're in real estate, finance, healthcare, e-commerce, or any other industry. You spend countless hours teaching AI tools about your specific context. Self-adapting AI would eliminate that friction entirely. And here's what really gets me excited about

Democratizing AI for small businesses

the business implications. This technology isn't just about making AI smarter. It's about making AI more accessible to smaller businesses. Right now, if you want truly customized AI for your business, you need to hire data scientists, pay for expensive fine-tuning, or work with specialized AI companies. But self- adapting AI could democratize that capability. A small local business could have AI that's just as specialized and effective as what Fortune 500 companies use. The researchers also talked about something

Meta-learning: AI learning how to learn

called metalarning. Basically, AI that learns how to learn more effectively. This means we're not just talking about AI that accumulates knowledge. We're gets better at the process of learning itself. While we're

Current AI tools and resources

waiting for this self-improving AI technology to become mainstream, there are already incredibly powerful AI tools and strategies that can transform your business right now. That's exactly why I created the AI profit boardroom. The

AI Profit Boardroom offer

best place to scale your business, get more customers, and save hundreds of hours with AI automation. We're talking about real implementable strategies that you can use today to get ahead of your competition. If you want to take your

Free SEO strategy sessions

SEO game to the next level right now, I'm offering free SEO strategy sessions where we'll analyze your website and show you exactly how to get more traffic and customers. The link is in the comments and description below. And if

Free AI SEO course and community

you want to dive deep into AI powered SEO, I've got a free AI SEO course plus access to a community with over 10,000 AI SEO professionals and 50 plus free AI SEO tools. Again, link is in the comments and description. Look, this self-adapting AI technology is going to

Final thoughts and call to action

be huge, but the businesses that are already using AI effectively are going to be the ones that dominate when these new capabilities become available. Don't wait. Start building your AI advantage today. Drop a comment below and let me know what you think about self-improving AI. Are you excited, concerned? What would you want an AI to permanently learn about your business? Julian reads every single comment, so make sure you share your thoughts. And if this video opened your eyes to what's coming in the AI world, make sure you hit that subscribe button and ring the notification bell. We're just getting started with these AI updates, and trust me, you don't want to miss what's coming next.

Другие видео автора — Julian Goldie SEO

Ctrl+V

Экстракт Знаний в Telegram

Экстракты и дистилляты из лучших YouTube-каналов — сразу после публикации.

Подписаться

Лучшие методички за неделю — каждый понедельник