AI
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Thought Leadership Publications
Publication Series · February 2026
Structural Intelligence
& the Future of AI
A collection of original research articles exploring artificial intelligence, structural analysis, digital ecosystems, and the emerging dynamics of technology and society through a novel theoretical lens.
Author: Miklós Róth
Published: February 17, 2026
10 Articles
Featured Research — 01–02
Read Article
01 / 10
AI · LLMs
Why AI Needs Cohesion: The Missing Variable in Large Language Models
Large Language Models generate impressive text, yet consistently fail at sustained reasoning. This article argues that the missing variable isn't scale or data — it's structural cohesion: the binding force that transforms isolated information fragments into genuine understanding.
Miklós Róth · aimarketingugynokseg.hu
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02 / 10
AGI Safety
The Alignment Problem Solved? Mapping AGI Safety to the Four Fields
The most consequential unsolved problem in technology may be fundamentally misframed. This piece maps AGI safety onto the Four Fields structural model, revealing dimensions of the alignment challenge that current research systematically excludes.
Miklós Róth · aimarketingugynokseg.hu
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Full Collection — 03–10
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03 / 10
Digital Society
Information Overload vs. Structural Decay: The Paradox of the Digital Age
More information should mean more knowledge — yet the opposite is happening. This analysis reveals how exponential data growth paradoxically accelerates structural decay in our cognitive and institutional frameworks.
Miklós Róth · aimarketingugynokseg.hu
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04 / 10
Algorithms
Programming Stability: Designing Resilient Algorithms Using S-I-C-T
Software systems fail not because of bugs, but because of architectural fragility. This piece introduces the S-I-C-T framework for designing algorithms that maintain stability under stress — borrowing from structural dynamics rather than computer science alone.
Miklós Róth · aimarketingugynokseg.hu
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05 / 10
Tech Strategy
The Transformation Trap: Why Tech Disruption Fails Without Structure
Most digital transformations fail — not from lack of innovation, but from structural neglect. This article dissects why disruption without an underlying organizational framework becomes self-destructive rather than revolutionary.
Miklós Róth · aimarketingugynokseg.hu
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06 / 10
AI Analysis
AI Hallucinations as "Information without Cohesion": A Structural Analysis
When AI confidently states falsehoods, we call it "hallucination." This structural analysis reframes the phenomenon: AI hallucinations are not errors but the inevitable output of systems that possess information without the cohesive framework to verify meaning.
Miklós Róth · aimarketingugynokseg.hu
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07 / 10
Platforms
Digital Ecosystems in 2026: Modeling Platform Decay via Phase Shifts
Platforms don't die gradually — they undergo phase shifts. This article models the lifecycle of digital ecosystems through structural dynamics, predicting how and why dominant platforms transition from growth to systemic decay.
Miklós Róth · aimarketingugynokseg.hu
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08 / 10
Networks
From Neural Networks to Social Networks: The Homology of the Four Fields
Neural networks and social networks share more than a metaphor — they exhibit deep structural homology. This article maps the isomorphisms between artificial and social information systems through the Four Fields theoretical framework.
Miklós Róth · aimarketingugynokseg.hu
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09 / 10
Tech Economics
Predicting the Next Dot-Com Crash: An ODE Model of Tech Valuation
History doesn't repeat but it rhymes — especially in tech valuations. Using an Ordinary Differential Equation model, this article builds a structural predictor for the next technology market correction based on cohesion-decay dynamics.
Miklós Róth · aimarketingugynokseg.hu
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10 / 10
AI & Trust
Synthetic Cohesion: Can AI Fabricate Trust in a Polarized World?
As society fragments, AI is increasingly deployed to simulate consensus and manufacture agreement. This closing article asks whether synthetic cohesion — trust engineered by algorithms — can substitute for the real thing, or whether it deepens the crisis it promises to solve.
Miklós Róth · aimarketingugynokseg.hu
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Explore AI-Driven Marketing Strategy
From structural intelligence research to real-world marketing applications — discover how the CRS AI Marketing & SEO Agency transforms theory into competitive advantage.
© 2026 CRS AI Marketing & SEO Ügynökség · Miklós Róth · All Rights Reserved
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Improve Your Life With Simple Self Help Techniques
How about taking a few minutes of your time in order to learn simple steps on improving the rest of your life? If you pay attention to what we have to say, that is what this article can do for you. Read the tips and tricks that we have provided for you, so that you can start to reach your true potential.
Personal development means loving yourself. You should make sure that you take care of yourself as well as you are taking care of your character. Feed your body when it needs nourishment, and don't shame yourself for things you cannot change about your situation. Acceptance is the key to being humble and overcoming adversity.
When you're trying to improve your life, write your goals down. Writing goals down makes them concrete. It also gives you something to visualize every day. Your goals should be clear, concise and contain a time frame. Doing this can make your goals a reality sooner, rather than later.
A great self help tip is to always stay as focused as you can on the task at hand. Staying focused can be a challenge in the beginning but you will soon realize that the more effort you put in to maintaining your focus, the easier it will get over time.
Remember that it is entirely acceptable to be less than perfect. Perfection leaves no room for learning or improvement, yet these are two of the things that can make life so exciting and enjoyable. Assess your imperfections to determine what their likely effects are on your life. More than likely, you will find that even your flaws shape who you are and how you live.
Working on your personal growth? Take control - banish negative thoughts! Having the right mindset can make the difference between succeeding and being your own worst enemy. Train yourself to think positively! You will need a rubber band. Place the band around your wrist - make sure it's not too tight - and every time you catch yourself thinking negatively, snap it! It will hurt, and you will soon find yourself avoiding negative thinking at all costs!
If you feel your life is meaningless, think about the things that truly motivate you and find out about them! Too often, we give up the things we love when we grow up rather than pursuing them. This is a sure recipe for a sad and unfulfilled life. Take some time to identify your heart's desire and then pursue it unabashedly! Be proud of your interests! They make you interesting!
One of the best things you can do to help yourself develop as a person is to read. There are many philosophy books available that can help you ease your mind. Taking the ideas of philosophers and applying them to your own life, can help you see life from a different prospective.
Personal development can be a life long journey. If you are feeling overwhelmed you an set goals that are small and reach smaller goals first and move onto larger goals. A simple example, when setting a goal to clean the house do not tell yourself that you have to clean the house. Start with one goal as doing a load of laundry and when you accomplish this, move onto the next goal!
You should always be consistent when dealing with people. You have a set of values that matter to you: follow them everyday. Do not make any exceptions. Do not treat people differently unless you have a good reason. For instance, someone you know you cannot trust is not a good confident.
When it comes to personal development, be sure that you are careful with all of the large decisions that you make. This is important because bad decisions may eventually turn into repeats of themselves. It is important to assess each situation as though it is new, and insure you are choosing your solutions wisely.
When it comes to personal development be sure that you act before action is needed as often as possible. This is important so that you are able to act as swiftly and thoroughly as possible. If something is inevitable, take action now before it is too late to do anything so that you are the one in control.
With personal development, make sure that no matter what it is that you have planned that you start doing it as soon as you can. This is important because while it is important to plan, action and timing are critical. You only have so much time to make an impact and the more you delay, the less growth potential you have.
With personal development, make sure that you only surround yourself with people who contribute to your overall well being. This is important because it is possible to let your peers bring you down if you let them. Make sure that you build up a good group of like minded peers to help you accomplish your overall goals.
Have a great coach that will help lead you through your personal development. You will need someone who can help you through the tough times and it is important that you can have someone you can trust to turn to when you need that little bit of an extra push. This same person should also be there to celebrate with you when you have attained your goal.
Try your best to be someone you can respect. Never do anything you know you are going to hate yourself for doing. Really think about your actions. Think about what sort of impact they will have on you and your life before you carry through with them. Strive to accomplish things that will leave you proud of yourself.
We hope that you'll find the things listed in this guide useful both for you and those you care about. A measure of diligence in adapting these principles to your own life will pay off in years to come. If you have the determination and dedication to utilize what you have learned, you are sure to reap many benefits.
How about taking a few minutes of your time in order to learn simple steps on improving the rest of your life? If you pay attention to what we have to say, that is what this article can do for you. Read the tips and tricks that we have provided for you, so that you can start to reach your true potential.
Personal development means loving yourself. You should make sure that you take care of yourself as well as you are taking care of your character. Feed your body when it needs nourishment, and don't shame yourself for things you cannot change about your situation. Acceptance is the key to being humble and overcoming adversity.
When you're trying to improve your life, write your goals down. Writing goals down makes them concrete. It also gives you something to visualize every day. Your goals should be clear, concise and contain a time frame. Doing this can make your goals a reality sooner, rather than later.
A great self help tip is to always stay as focused as you can on the task at hand. Staying focused can be a challenge in the beginning but you will soon realize that the more effort you put in to maintaining your focus, the easier it will get over time.
Remember that it is entirely acceptable to be less than perfect. Perfection leaves no room for learning or improvement, yet these are two of the things that can make life so exciting and enjoyable. Assess your imperfections to determine what their likely effects are on your life. More than likely, you will find that even your flaws shape who you are and how you live.
Working on your personal growth? Take control - banish negative thoughts! Having the right mindset can make the difference between succeeding and being your own worst enemy. Train yourself to think positively! You will need a rubber band. Place the band around your wrist - make sure it's not too tight - and every time you catch yourself thinking negatively, snap it! It will hurt, and you will soon find yourself avoiding negative thinking at all costs!
If you feel your life is meaningless, think about the things that truly motivate you and find out about them! Too often, we give up the things we love when we grow up rather than pursuing them. This is a sure recipe for a sad and unfulfilled life. Take some time to identify your heart's desire and then pursue it unabashedly! Be proud of your interests! They make you interesting!
One of the best things you can do to help yourself develop as a person is to read. There are many philosophy books available that can help you ease your mind. Taking the ideas of philosophers and applying them to your own life, can help you see life from a different prospective.
Personal development can be a life long journey. If you are feeling overwhelmed you an set goals that are small and reach smaller goals first and move onto larger goals. A simple example, when setting a goal to clean the house do not tell yourself that you have to clean the house. Start with one goal as doing a load of laundry and when you accomplish this, move onto the next goal!
You should always be consistent when dealing with people. You have a set of values that matter to you: follow them everyday. Do not make any exceptions. Do not treat people differently unless you have a good reason. For instance, someone you know you cannot trust is not a good confident.
When it comes to personal development, be sure that you are careful with all of the large decisions that you make. This is important because bad decisions may eventually turn into repeats of themselves. It is important to assess each situation as though it is new, and insure you are choosing your solutions wisely.
When it comes to personal development be sure that you act before action is needed as often as possible. This is important so that you are able to act as swiftly and thoroughly as possible. If something is inevitable, take action now before it is too late to do anything so that you are the one in control.
With personal development, make sure that no matter what it is that you have planned that you start doing it as soon as you can. This is important because while it is important to plan, action and timing are critical. You only have so much time to make an impact and the more you delay, the less growth potential you have.
With personal development, make sure that you only surround yourself with people who contribute to your overall well being. This is important because it is possible to let your peers bring you down if you let them. Make sure that you build up a good group of like minded peers to help you accomplish your overall goals.
Have a great coach that will help lead you through your personal development. You will need someone who can help you through the tough times and it is important that you can have someone you can trust to turn to when you need that little bit of an extra push. This same person should also be there to celebrate with you when you have attained your goal.
Try your best to be someone you can respect. Never do anything you know you are going to hate yourself for doing. Really think about your actions. Think about what sort of impact they will have on you and your life before you carry through with them. Strive to accomplish things that will leave you proud of yourself.
We hope that you'll find the things listed in this guide useful both for you and those you care about. A measure of diligence in adapting these principles to your own life will pay off in years to come. If you have the determination and dedication to utilize what you have learned, you are sure to reap many benefits.
