The Paradox of Problem-Solving & The Chakravyuh concept

There are times when solving one problem ends up creating another. The solution becomes a new problem. This frustrating pattern is not a flaw in your problem-solving abilities. It is just that you seem trapped between the problem and the solution.

In systems thinking, this phenomenon is known as the problem-solution trap or counter-finality. We encounter a problem, develop what appears to be a solution, and then discover that the solution itself has become a new problem. Even more intriguing is that the only way to resolve this new difficulty is to return to the original problem, because the original problem now serves as the solution to the new situation we have created. This sets us into a pattern of oscillation, a vacillation between two states where neither offers a permanent resolution.

Consider the classic chicken and egg paradox. If you want to understand where the chicken came from, you might conclude that the chicken came from an egg. Now you have reached the egg as your answer, but when you ask where the egg came from, the answer returns to the chicken. You go back to the chicken and ask again where this chicken came from, and the answer sends you back to the egg once more. This oscillation continues indefinitely, trapping you in a circular logic that offers no resolution. The question becomes whether we are frequently trapped in such patterns, and the answer is that this is precisely what life is made of. Life consists of these traps where we have a problem, we find a solution, the solution presents a new problem, and that new problem's answer is the original problem.

---

The Problem-Solution Oscillation

Life operates through a continuous dance between problems and solutions. Consider a problem as the negative state, a state of lows. You declare that the problem exists and you require a solution. The solution represents the positive state, the resolution you seek. Yet when you finally reach that solution, you often discover that it does not truly resolve matters. By itself, it is an unsustainable state. You get a glimpse of the positive, and from there, you move back toward the negative, toward a new or rediscovered problem. Before long, you are at the negative and you start all over again.

Consider a relatable scenario. When you solve financial stress by getting a higher-paying job, you often create new stresses: higher expectations from your employer, less time for family and personal pursuits, pressure to maintain a certain lifestyle, and the anxiety of potential status loss. The solution to one problem births an entirely new set of challenges.

Another relatable example is of one's weight loss journey. You decide to lose weight. You cut down your diet, increase your exercise, control cravings, and push yourself to reach that wonderful number. And what happens once you have shed those pounds? Have you finally arrived at your destination? Temporarily yes, but then the cycle of neglect starts. Awareness shifts from healthy foods to delicious ones, portion sizes increase as hunger slowly rises. Rest seems wonderful after you have struggled so long. Gram by gram, you inch ahead. You conquer all those lost sizes as you move on from size 'S' to 'M', and before you know it, you are at 'X' or 'XL'. And when those inches stop you from seeing your own feet, you decide to move. And a new journey begins.

Life is filled with these patterns: oscillations between desires, never-ending goals, and endless journeys in search of a destination.

Some describe existence as a journey between happiness and sorrow, between life and death, between good and bad. All of these polarities keep repeating in endless succession. But this oscillation is what life depends upon. Without these oscillations, life simply cannot be sustained. Can you imagine a booming economy in a desireless world? So the very desire we need to control is the one that makes life happen. This is life. And you are trapped in it for life, for life!

---

The Addiction Trap: A Perfect Loop

Let's revisit our previous weight loss example. For many of us, food is an addiction. We do not just eat to satiate hunger. We eat to delight the senses. We eat for the joy of experience, for nostalgia or for novelty, to get over depression or to cherish a wonderful moment such as a birthday. Every event in our life gives us a reason to eat.

This addiction cycle provides one of the clearest illustrations of the Chakravyuh trap. You have an addiction and you want to get rid of it, so you decide you need to stop indulging in whatever substance or behavior you are craving. If you look deeper into the neurological basis of addiction, you discover that there are certain neural circuits in your brain that are forcing you to crave that specific item. The solution seems simple: all you need to do is delete or prune those neural circuits.

However, when you attempt to destroy or prune these circuits, you encounter a fundamental problem. To prune those circuits, you need to stop indulging in the very things you are craving. But how can you stop indulging when the problem is precisely those neural circuits that drive the craving? The only way to prune the neural circuit is to stop indulging, and yet the only way to stop indulging is to prune those neural circuits. You are caught in a perfect loop where the solution and the problem have become indistinguishable from one another.

This is not merely an intellectual puzzle. It is the lived experience of millions who struggle with addiction. The more they fight their cravings, the stronger those cravings become. The solution they devise becomes the very thing that perpetuates the problem. They are trapped in the Chakravyuh, oscillating between the desire to quit and the compulsion to indulge, with no apparent way out.

---

The Story of Abhimanyu and the Chakravyuh

The ancient Mahabharata offers a powerful illustration of this trap through the story of Abhimanyu and the Chakravyuh. The Chakravyuh is a military formation that continuously changes once you enter it. Every solution you devise to navigate the formation becomes a new problem because the formation transforms in response to your movements.

Abhimanyu was able to find solutions to every challenge and reached the center of the Chakravyuh. But once he arrived at the center, he realized the formation had completely transformed. His solution had become the problem because reaching the center in the manner he did meant he was now trapped. Being at the center was not supposed to happen the way it did, and having accomplished this, Abhimanyu found himself unable to escape.

When we examine this story symbolically, we recognize that more often than not, we fall into similar traps in our own lives. We enter into situations with good intentions, wanting to create something beautiful or positive, only to realize we have become trapped.

---

The Relationship Trap: Marriage, Divorce, and Remarriage

Consider the domain of relationships. We enter a relationship wanting connection and a beautiful life, but soon we discover all the complications that come with it. We struggle to handle these challenges, we shun our responsibilities, and we find ourselves asking why we got into the relationship in the first place. The solution we see is divorce.

We get divorced, but once we are divorced, we realize we are all alone. There is so much we want to share, so much we need in terms of care and connection. In this state of loneliness, we fall into the trap of remarrying, believing that marriage will fix our problems.

When we remarry, we realize that all the original problems return. There is commitment, there is sacrifice for the other person, and there are new challenges that emerge. The marriage fails to work out, so we end up divorcing again. Now we are stuck in this trap of marriage, divorce, remarriage, and divorce again. This continues until we either decide to accept that we will live in this hell regardless of our marital status, or we simply exhaust ourselves.

The hell is not being married or being unmarried. The hell is the dissatisfaction and the problems that accompany both states. The one constant is the dissatisfaction itself, the suffering that we carry forward from one solution to the next. In every seeking for a solution, the only thing we carry forward is the problem itself.

So much for life. Let us now touch upon death. Wouldn't an eternal life solve all our problems?

---

Why Nature Needs Death: The Evolution Argument

This raises a profound question about nature's design. Why does nature insist on creating death? If it possessed the power to create life, could it not have fashioned such perfect, enduring life forms that would never require destruction? Could these beings not have improved continuously over billions of years without undergoing degeneration and eventual death?

Yet nature chooses recycling over permanence. This recycling mechanism is precisely what drives evolution. Because nature recycles, we now witness the extraordinary diversity of advanced life forms that populate our world. Had nature opted against recycling, we would still be stuck with cyanobacteria or those ancient archaic life forms that first emerged on our planet. They could have survived for billions of years, certainly, but we would never have experienced the breathtaking diversity and beauty that surrounds us today. Nor would you and I be here today.

Death serves as nature's great editor. It removes outdated designs, clears space for new experiments, and ensures that no single form becomes too dominant. Each generation builds upon the discoveries of the previous one, refined through the crucible of survival and reproduction. In this sense, Chakravyuh bears responsibility for existence itself. We are given birth so that we may eventually die, and we die so that new life may be born again. This is nature's fundamental way of operating, her eternal rhythm of renewal.

---

Waveforms and the Physics of Oscillation

This oscillation between creation and destruction is not limited to biology. It permeates the very physics of our universe. When we examine waveforms, we see this oscillation principle everywhere.

Communication cannot exist without these oscillations. If there were no wave but a perfect, unbroken line, entirely uniform in itself, there would be no communication, no sound, no light, nor any signaling between beings.

Signaling happens precisely because of Chakravyuh. Life forms, waveforms, frequencies, electromagnetic radiation, from the highest frequencies to the lowest, all of these become possible because of these oscillations that permeate existence. The electromagnetic spectrum itself, spanning from gamma rays to radio waves, exists as a vast range of frequencies, each defined by its oscillation pattern. Without this fundamental rhythmic movement, the universe would be silent, static, and lifeless.

Consider the heart that beats within your chest. It contracts and relaxes, pumps and refills. This oscillation sustains your life. Consider the breath that enters and leaves your lungs. This rhythm maintains your existence moment by moment. Even the seasons follow this pattern, cycling through spring, summer, autumn, and winter in an eternal round of growth, fruition, decay, and renewal.

So where does the problem really lie? And what is it we are trying to escape?

---

The Perceptual Nature of the Trap

The Chakravyuh is a formation, a pattern that can put you in a state of oscillation. You enter it at your own peril. In the Chakravyuh, the mentality of wanting to solve a problem becomes the problem itself. The problem does not lie outside us but within us. We want to escape a problem for which there is no escape because it is not actually a problem in the first place. It is our perception that makes it feel like a problem. The minute we look at a situation as a challenge, we need a way out, but how can we escape something that never trapped us to begin with?

Let us return to the addiction example. If you decide to stop eating something you crave, the solution appears straightforward. You will simply avoid it completely. But this approach usually fails because the original neural circuit remains in your brain, constantly asking you to eat, and you are suppressing it. Suppression does not work because even then, you are thinking of the addiction as a problem. The moment you look at your addiction as a problem, you have created the trap. The solution you devise will not be a solution but a new problem.

The Chakravyuh, in simple terms, is a non-problem that the thinking mind converts into a problem. If there is no problem, there can be no solution. When you try to work out a solution out of nothing, that solution becomes the problem because the solution to that problem is to return to the original state, which was a state of no problem. This is why we oscillate back and forth, moving between perceptions. We move between a perceptual problem that is not really a problem and a real problem that is again perceptual. This movement between perceptions makes us feel trapped, claustrophobic, and suffering. The feeling of being trapped comes through the perceptual circuits in our brains.

---

Chakravyuh in the Bhagavad Gita: Trap Versus Cycle

When we explore Chakravyuh through the lens of the Bhagavad Gita, we encounter it as a trap. Yet this characterization requires deeper examination. The Bhagavad Gita teaches in Chapter 2, Verse 47: "You have a right to perform your prescribed duty, but you are not entitled to the fruits of action." This mirrors Chakravyuh's trap; emotional investment in solutions creates entanglement.

From one perspective, from one dimension, Chakravyuh does indeed function as a trap. When we become emotionally attached to specific outcomes, when we believe that achieving a particular solution will bring lasting peace, we set ourselves up for disappointment. The solution inevitably gives way to a new problem, and our attachment to the previous resolution leaves us frustrated and confused.

Yet simultaneously, Chakravyuh offers a solution by teaching us that this very trap constitutes what life is all about. If you perceive it as a trap, then it becomes a trap. If you perceive it as a cycle, then it becomes a cycle. Essentially, everything hinges upon perception, and the true beauty of Chakravyuh lies precisely in its perceptual nature.

---

Maya: Problems Exist in the Mind

When you perceive something as a problem, that perception enables you to conceive of a solution. However, the Chakravyuh concept reveals something deeper. Problems do not exist independently out in the world. They exist within the mind. The mind creates the problem, generates resistance to certain events occurring in the external world.

When this resistance to an event or to life itself emerges, the mind, and we might say life itself because mind and life are inextricably connected, seeks to move away from that particular condition. To move away, you require a solution. Yet the solution you ultimately pursue, does it truly represent the final answer? Not at all. Once you reach that solution, you realize you desire something better. Sometimes you move backward, sometimes you move forward, but in every case, the solution proves transient. The solution keeps changing, never remaining the same.

This problem-solution scenario does not concern real problems or real solutions in any absolute sense. It concerns perception. What presents a problem for an earthworm might offer a solution for a human being. Across different life forms, problems and solutions shift and transform. Everything is perceptual, and this perceptual quality constitutes the very nature of creation itself.

The ancient texts refer to this as Maya, which translates to illusion. The remarkable truth about illusion is that it represents a perception, a way of seeing rather than an objective reality. When you recognize that your problems are constructions of your own mind, you gain the freedom to deconstruct them. You realize that the solution you seek is not out there waiting to be discovered, but rather a different way of relating to what already exists.

---

Escaping the Chakravyuh

How do we escape this problem? The first step is to stop analyzing the situation as a problem. If you have an addiction, instead of sitting and thinking about why you crave something and what you can do about it, you can try to figure out the inner need without labeling it as a problem. Perhaps it is just a distraction. Perhaps you are not working enough, or you need more connection with your children, your spouse, or your parents. When you start working more or connecting with loved ones, the addiction may simply disappear because it was never an addiction to begin with. It was an alternate pathway for the brain that wanted activity. Over time, that pathway became your life because it was always available. The moment you decided that is not what you want, all you needed to do was change your pathway.

This is not about addressing a problem but about looking at it as a non-problem. The reason you are where you are is because that is the gate you opened. If that gate was the only one available, energy had to flow that way. If you want to understand why water flows through a particular pipe, the answer might be very simple. The water flows through that pipe because that is the wall you opened. If you close that wall and open another, the water will flow through the new pipe. The situation may seem to be a problem, but it is as simple as making a decision without looking at it as something complicated and without being emotionally impacted.

The key insight about the Chakravyuh is that it is perceptual. It is a part of life, and everything has a Chakravyuh component to it. Relationships have a Chakravyuh component, and so does the very act of life and death itself.

---

A Note to You, My Dear Reader

You may have noticed that we are slowly moving from the world of science and logic to the world of mythos and magic. This is not a digression but a necessary expansion. The Chakravyuh operates at every level of existence, from the neural circuits in your brain to the cosmic cycles described in ancient scriptures. If life itself is an illusion, as the sages tell us, what harm is there in exploring another layer of that illusion? Let us venture into realms we have not yet seen with our eyes or measured with our instruments. The intent is to understand a process that affects all of us, regardless of the examples we use to illustrate it.

With that permission granted, let us now venture deeper. The Chakravyuh has more to teach us.

---

The Divine Trinity as Chakravyuh Manifestations

We must also look at Brahma, Vishnu, and Maheshwara, the divine trinity of Hindu philosophy, as manifestations of Chakravyuh. These three stages, the stage of creation, the stage of maintenance, and the stage of destruction, all form integral components of this eternal cycle.

Brahma represents creation, the emergence of form from formlessness. Vishnu represents preservation, the sustaining of what has been created. Maheshwara, also known as Shiva, represents dissolution, the return of form to formlessness. These three forces operate in continuous succession, each giving way to the next in an endless round of becoming and unbecoming.

This trinity mirrors the Chakravyuh pattern perfectly. Every problem is a creation. Every solution is an attempt at maintenance. Every new problem that emerges from that solution represents a destruction of the previous resolution. And then the cycle begins anew. Understanding this pattern allows us to see the divine dance underlying all of existence, the cosmic rhythm that creates, sustains, and transforms everything we experience.

---

The Chakravyuh of Birth and Death

According to the scriptures, the soul takes birth on planet Earth to exhaust its karmas, which can be thought of as tokens. Without exhausting these tokens, the soul cannot move on. The soul dies with these tokens and realizes they need to be finished in the gaming world of planet Earth. So the soul comes to Earth with the intention of exhausting all tokens so that it can move on from the afterlife and merge with universal consciousness. But when the soul arrives on Earth, it has forgotten its purpose because these are two completely different worlds. In this new world, the mind is reset, the brain is organic, and this thinking center wants to hold on and collect more tokens rather than finishing the ones it already has.

Rather than finishing the tokens, we end up holding more. We start enjoying life, and every suffering becomes the spending of a token.

The reason as to why the Shastras say the only way to finish karma is through suffering is because it has to do with the default nature of man. To give something is seen as losing, and to get something is seen as gaining. Because of this mindset, every time we give something or sacrifice something, we perceive it as suffering. Finishing the tokens is suffering. Being selfless, sharing money with the world, sharing resources, giving comfort to others, and leading an ascetic life all seem like suffering. But this depends entirely on the way we look at it.

The majority looks at it this way, and so literature tells us that the only way to finish karmas is through suffering. Another way to say this is that the only way to finish karmas is by giving away all that we have, all the tokens we possess. Giving away does not mean throwing tokens away. It means using them in a way that benefits others, sharing the token. If you do not use your tokens, stash them away in a bank or investment, forget about them, or even throw a token on the road, it does not make much sense because the token is still attached to you. Only when the token has been legitimately transferred to somebody else is it considered a token transfer. You might throw your tokens around everywhere, but as long as you are not transferring them to somebody else, those tokens are still part of you.

You can start sharing the tokens you have. You have so much beauty in your life. You can share that beauty as art without patenting it, copyrighting it, or locking it. You can share it freely. If you take photographs and make them available for everyone to see, you do not need to copyright them. If someone prints your photograph and shares it with someone else, you do not need to feel that you did not get the kickback or the money. The moment you let go of that attachment, you have let go of one token, one karma. The same applies to knowledge. If you can share your knowledge with others, you are giving away what makes you powerful, whether it is knowledge, money, happiness, or relationships. You need to understand that these are the tokens you have, your good karma. And you must recognize that good karma and bad karma do not exist. They are just tokens.

Give away your tokens. Identify what you hold most dear: your expertise, your resources, your time, your affection. Share these freely without tracking returns. When you create art, release it without copyright restrictions. When you teach, give your knowledge without holding back secrets. When you love, offer care without demanding reciprocity. Each act of giving without attachment is a token released. The more you give, the less you are trapped in the cycle of holding and wanting as your tokens begin to diminish. The minute your tokens are all exhausted, a big burden is gone. You are in the game, yet above it. You become a Jivan Mukta, one who is liberated while still living, a state like none other. Alive in the game of life yet liberated from life because you hold on to no more tokens.

This is the beauty of the idea of karmas. But why do we humans get stuck? Stuck in a seemingly endless cycle of 'Punarapi jananam punarapi maranam', the cycle of repeated birth and death. We are stuck because we are in that loop of having a problem and trying to solve the problem by creating a new problem. In the afterlife, you are a soul with karmas. You decide to burn those karmas by going to the gaming center of planet Earth. You come to Earth, collect more tokens, and die. After you die, you realize you have so many tokens and need to finish them, so you come back to Earth. On Earth, you do not want to lose the tokens. You want to win. You want to be successful in the game. You keep playing and collecting more tokens. You go back up and realize you have even more tokens to finish. And so the cycle continues.

The cycle of Punarapi jananam punarapi maranam is not about the mistakes you have made. It is about perception. In phase one, you want to finish the tokens. In phase two, you want to collect the tokens. Back to phase one, you have too many tokens and need to finish them. Back to phase two, you need to gather more tokens because more tokens means victory. This is the problem. In phase two, more tokens is victory, and in phase one, fewer tokens is victory. You are stuck between these two, oscillating continuously, trapped in this loop. This is the Chakravyuh at the highest level, the cycle of birth and death.

---

Liberation: Observing Without Entanglement

Understanding Chakravyuh requires us to recognize that this oscillation, this perpetual movement between opposing forces, is not merely an aspect of existence but the very engine that drives it. The cycle continues endlessly, with each revolution bringing new challenges, new solutions, and new problems to resolve. This is not a flaw in the design of the universe, but rather its most essential feature.

Without this dance between problem and solution, between creation and destruction, between birth and death, existence would stagnate. The diversity, the beauty, the continuous evolution we witness around us all depend upon this fundamental principle. The mind propagates this Chakravyuh through its constant activity, through its ceaseless generation of problems and its restless search for solutions.

Yet the deeper understanding reveals that stepping back from this cycle, observing it without becoming entangled in it, offers a path toward liberation. The trap of Chakravyuh exists only as long as we remain caught within it, identifying completely with our problems and our solutions. When we recognize the cycle for what it is, a natural and necessary aspect of existence, we can begin to navigate it with greater awareness and equanimity.

The Chakravyuh starts with birth and death, but it appears in every aspect of our lives. Every time we are stuck in a loop, we are in a Chakravyuh. We must remember one crucial thing: it is perceptual. It does not truly exist. It is our choice. It is as simple as deciding what we need to do without being emotionally affected, without overthinking, but by looking at the situation from a metacognitive perspective. We must step beyond our own selves and look from outside the box, realizing that the problem is not there. The problem is in our heads.

---

Navigating the Chakravyuh: Practical Steps

The philosophical understanding of Chakravyuh becomes truly valuable when we apply it to our daily lives. Here are five practical steps to navigate this eternal cycle with greater wisdom:

Recognize the pattern. When you notice a solution creating a new problem, pause and acknowledge the Chakravyuh at work. This simple recognition breaks the unconscious momentum of the cycle and gives you space to respond rather than react.

Question your perception. Ask yourself: Is this truly a problem, or is it a perception-based resistance? Often, what appears as a catastrophe from one perspective reveals itself as a neutral event or even an opportunity from another.

Change the pathway. Instead of analyzing the problem endlessly, focus on opening a new pathway. The water flows through the pipe because that is the wall you opened. Close that wall and open another. This is not about addressing a problem but about creating a new flow without being emotionally impacted.

Observe without panic. When new problems inevitably emerge, observe the oscillation without falling into distress. The cycle is not a sign that something has gone wrong. It is a sign that life is operating exactly as it should.

Give away your tokens. Recognize the karmas, the tokens you hold, and start sharing them freely. Give love, give knowledge, give resources without expecting return. This is not suffering but liberation. The more you give, the less you are trapped in the cycle of holding and wanting.

---

Conclusion

Returning to the concept of Chakravyuh, we understand it as something that sustains life, that is ingrained into the very fabric of existence, that has created life and yet remains a part of life. This represents the profound beauty of Chakravyuh. The cycle is not our enemy. It is our teacher. It reveals to us the nature of our own minds, the structure of the universe, and the path to genuine freedom.

When we stop fighting the oscillation and begin observing it, we discover a peace that does not depend on any particular outcome. We find that we can participate fully in the dance of creation and dissolution without being thrown off balance by its constant motion. This is the liberation that the ancient wisdom teachings point toward, not an escape from the cycle, but a freedom within it.

The Chakravyuh is not something to be feared or avoided. It is something to be understood, respected, and ultimately transcended through awareness. In that transcendence lies the deepest peace, a peace that remains steady regardless of whether we find ourselves in the problem phase or the solution phase, in creation or in dissolution, in birth or in death. This is the ultimate teaching of Chakravyuh, and it is available to anyone willing to look deeply into the nature of their own experience.