First, I’m reducing my emails to once a week to ease your inbox and will mention podcast releases at the top of articles like this one. This piece is in the same vein as What is Resistance, Really?, a members-only podcast that recently dropped.

Most discussions of resistance focus on its symptoms. Resistance is described as fear, avoidance, procrastination, denial, or an unwillingness to change. While these descriptions are accurate, they describe how resistance expresses rather than what it structurally is.

What is resistance, anyway? Have you ever really thought about it? Since psychology has trickled so ubiquitously into mainstream consciousness, it’s one of those terms that is bandied about often without real understanding. I’m not asking what resistance does, what it looks like, or what to do with it. What actually is it?

Structurally, I offer, resistance is the unwillingness to pay the price required for a particular developmental change. Every meaningful developmental movement carries an associated cost. The question is never simply whether someone wants the outcome. The real question is whether they are willing to endure what reality requires in order to produce that outcome.

This explains why people so often appear contradictory. They genuinely want confidence, but not the repeated failures that confidence requires. This is why I always inwardly smile when someone asks me “How do I build confidence?” because the real question behind it is “How do I bear failure?” The first question is contextually no different than, “How can I eat my cake and still have it?”

In one way, of course, there’s no such thing as a bad question, but there are some questions that are better than others.

People want intimacy, but not vulnerability. They want self-authority, but not the loss of the compensatory identities that have sustained them for decades. They want mastery, but not disciplined practice. They want peace, but not the relinquishment of control.

The outcome is rarely the problem. The price is. Every resistance is a have-your-cake-and-eat-it-too dilemma. If you can see this, you can go far. If you don’t, you automatically play victim to the same choices everyone has: pay for what you get or don’t get it. It’s up to you.

Compensation is the attempt to obtain the benefits of development without paying its developmental cost. Resistance is the negotiation that protects the compensation. It is the attempt to bargain with reality’s invoice, but you’re not in a bazaar in India. Reality doesn’t negotiate. It sends a bill that accrues interest.

This reframes self-authority as well. Self-authority is not confidence, certainty, independence, or self-esteem. Self-authority is the willingness to organize one’s life according to reality, regardless of the price that reality demands. The person with self-authority is willing to surrender compensations, identities, comforts, relationships, ambitions, and cherished beliefs whenever reality demonstrates that they no longer serve evolution.

From this perspective, maturity has little to do with intelligence or insight. A brilliant person can remain profoundly immature if they continually negotiate with reality over the cost of change. Likewise, an ordinary person can become deeply mature through repeated willingness to pay the developmental price that reality asks of them.

This also reveals a new application for Developmental Astrology. A chart does not merely identify strengths and weaknesses. It identifies the compensation mechanisms a person is most likely to construct around their developmental challenges. Those compensations may be emotional, intellectual, relational, vocational, spiritual, ideological, or identity-based. The chart therefore points not only to what must develop, but also to what must eventually be surrendered.

Real development is inevitably deconstructive, because what is real must already be there, or else it wouldn’t be real. For this reason, serious evolution requires dropping compensatory mechanisms, not polishing existing ones or finding more productive alternatives. Of course, you can do that; but as with everything, there is a price.

A compensation may protect not only against painful feelings, but also against weakness, uncertainty, inadequacy, dependency, lack of self-authority, instability, or any other developmental challenge shown in the chart.

The developmental task therefore becomes much more precise. Rather than asking, “How do I change?” the question becomes, “What price have I been unwilling to pay, and what compensation have I been protecting by refusing to pay it?” The chart can often answer both questions. It can identify the likely compensation, reveal the developmental function that the compensation protects, and point toward the specific price that must eventually be accepted if genuine development is to occur.

Ultimately, development is nothing more than an increasing willingness to pay reality’s asking price. Reality does not negotiate. It simply presents the cost. Resistance bargains with the invoice. Self-authority pays it in its own self-interest.

Look closely at anyone who is persistently suffering and you will find that the inevitable root cause is not what they think. Look for the price before them they are not yet willing to pay, consciously or not.

Fascinatingly, though, compensation doesn’t avoid the listed price. It pays a different price. Achievement pays the price of relentless work instead of confronting deficient self-authority. Caretaking pays the price of exhaustion instead of the price of becoming self-oriented. Control pays the price of chronic vigilance instead of the price of uncertainty. Addiction pays the price of long-term deterioration instead of the price of immediate pain.

This is why compensation can persist for decades even though it’s costly. People are not choosing between paying and not paying: they choose between the listed, objective price and the subjective alternative. Of course, it’s an act of self-authority to try a more palatable price, but it’s a greater act of self-authority to admit when it isn’t working and pay the greater one.

Everyone resists change for some amount of time, (whether a minute or a decade), and if you want to reduce that ti…

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Many years ago, Jerry Seinfeld did a famous bit about rental cars. He arrives at the counter and discovers that, despite having a reservation, there is no car available.

Jerry: I don’t understand. I made a reservation. Do you have my reservation?

Clerk: Yes, we do. Unfortunately, we ran out of cars.

Jerry: But the reservation is supposed to keep the car here. That’s why you have reservations.

Clerk: I know why we have reservations.

Jerry: I don’t think you do. If you did, I’d have a car. You know how to take the reservation. You just don’t know how to hold the reservation. And that’s really the most important part of the reservation.

The joke works because everyone immediately recognizes the absurdity. A reservation that doesn’t reserve anything isn’t a reservation. It’s just a conversation about a reservation.

Last week I discovered that Home Depot is keeping Jerry’s joke alive and well.

I needed to rent a large stump grinder. I called the rental department and asked if I could reserve one for Saturday.

The employee explained that he could put the reservation into the system, but there was no guarantee the machine would actually be available when I arrived.

I barely suppressed my laugh, because I suddenly was inside the Seinfeld scene in real-life. I asked what he meant. He explained that I could make the reservation, but it wouldn’t really take effect until a few hours before pickup, because they don’t want equipment sitting unused if someone makes a reservation and then doesn’t show up.

“So it’s not really a reservation, is it?” I offered. To his credit, he laughed. He knew exactly what I was pointing at. In fact, he told me they have an internal employee joke whenever something like this comes up. They simply shrug and say:

“It’s Home Depot.”

In other words, everyone involved already understands that the system doesn’t do what its name implies. At that point I wasn’t sure what to do. Should I make a reservation that isn’t a reservation? My first reaction was no. I generally try not to participate in make-believe reality.

But I’m also pragmatic, and the employee was being sincere and honest. I asked for his advice the way I might ask an attorney about parliamentary procedure. His answer?

“You might as well. We’ll see if it works.” And we both laughed. His honesty disarmed me, what can I say?

That’s not a reservation system. That’s a hope system.

This isn’t really about Home Depot. It’s about a pattern that appears everywhere once you learn to recognize it. Over time, systems often drift from the reality they were originally designed to serve, but they keep the language of that reality.

The words survive, but the function doesn’t. The label remains and the object disappears. A reservation no longer reserves. Customer service often doesn’t serve customers (I’m looking at you, Kaiser). Performance management frequently doesn’t improve performance. Strategic planning often doesn’t produce strategy. Communication frequently doesn’t communicate, but rather complicates.

The original words remain because updating the words would force people to acknowledge what the system is now actually doing. This is where the story becomes more interesting. Most systems are not failing: they are succeeding at objectives nobody is willing to state directly.

The Home Depot reservation system appears irrational if its purpose is to guarantee customers access to equipment. When I asked the employee why the non-reservation system existed, he explained that the idea was to prevent reservations from not being utilized and tying up the equipment needlessly.

“Well, then just charge the person for the reservation anyway! Problem solved.”

“Hey, it’s Home Depot,” he said, laughing, “I don’t make that decision.”

When you see that the real purpose of the non-reservation system is to maximize equipment utilization while giving customers a vague sense of reservation-value, it suddenly makes perfect sense.

The system isn’t broken. It’s serving a different objective than the one implied by the word “reservation.”

Once you see this, a powerful question emerges:

What is this system actually optimized for?

Not what the brochure says.

Not what the mission statement says.

Not what the employees promise.

What does it consistently produce?

The answer is in the output.

What does it consistently produce? It’s like “Follow the money” in crime drama. The answer is often revealing.

Many organizations discover that their incentive structures serve something very different from their stated purpose. Many leaders discover that meetings are optimized for appearing collaborative rather than making decisions. Many educational institutions are optimized for credentialing rather than learning.

Many political systems are optimized for fundraising rather than governance. Many social media platforms are optimized for engagement rather than truth. The stated purpose and the actual purpose slowly drift apart. The final stage is semantic drift.

The language becomes detached from reality, but everybody continues using it anyway. A reservation becomes something that doesn’t reserve. Leadership becomes something that doesn’t lead. Service becomes something that doesn’t serve. It’s like the names of congressional committees and bills. They almost never do what they actually say, but they sound terrific!

The gap becomes so normal that people stop noticing it.

Except occasionally someone notices, like a customer trying to rent a stump grinder or a Home Depot employee who knows the joke. And sometimes it’s Jerry Seinfeld standing at a rental car counter wondering why everyone pretends words still mean what they mean.

The older I get, the more I suspect that one of the most useful diagnostic questions in business and life is: What does this thing actually do? Not what is it called, what does it claim, or what people say about it?

What does it actually do? That’s the realm of structural thinking. Reality tends to answer that question far more honestly than the system itself.

And if you ever forget, just remember: Home Depot knows how to take the reservation. They just haven’t quite figured out the other part yet.

Words matter. Precision matters. When people say, “It’s just semantics,” I almost never agree because it usually isn’t.

Semantics is the relationship between words and reality. If the words drift, our ability to think clearly drifts with them. If a reservation doesn’t reserve, customer service doesn’t serve, leadership doesn’t lead, or communication doesn’t communicate, we gradually lose the ability to accurately describe what is happening. Once that happens, solving problems becomes much harder because we are no longer talking about reality itself; instead, we’re talking about labels that have become detached from reality.

This is especially important for leaders. Leadership is, in many ways, the discipline of maintaining accurate distinctions. Leaders establish definitions, create expectations, allocate resources, set priorities, and coordinate collective action. All of that depends on language. If the language is vague, the thinking becomes vague. If the thinking becomes vague, decisions become vague. If decisions become vague, accountability disappears.

One of the simplest and most valuable leadership habits is to regularly ask: “Is this thing actually what we’re calling it?” Is this strategy producing strategy? Is this meeting producing decisions? Is this feedback producing learning? Is this policy accomplishing its stated purpose?

The moment a leader stops caring about those questions, language begins to drift away from reality. Once reality and language separate, organizations slowly become theaters of performance rather than instruments of effectiveness.

Precision is not pedantry. Precision is respect for reality.

What’s the difference between changing and negotiating with change?

It could be the most important distinction in your life.

Most people conflate the two and it slows them down. They pat themselves on the back for their effort, but don’t realize how much friction the negotiation creates. It’s fine to negotiate with change. It’s part of the process, but if you don’t know you’re doing it, it can become all of the process.

It’s okay to negotiate. Admit it. Own it. It’s fine. Negotiate to completion. Or negotiate forever if you want to. Just don’t mistake the negotiation for the actual change. That’s what causes stagnation. Be honest with yourself. Change is hard. You don’t have to like it. You can hate it and still change. Don’t pretend you like it, that’s often a ruse. Like the results, not necessarily the process. If you like the process, you’re likely negotiating for too long.

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For several years I’ve trapped pigs on my land–not something I ever imagined myself doing. I made the trap, taught myself how to process them, the whole arc. It’s been fascinating.

For those unfamiliar with Hawaii, feral pigs are a serious problem. They destroy gardens, damage native ecosystems, root under fences, and create endless additional work for anyone trying to maintain land that is always in a growing season. And wherever they root you need to bring in more fill to repair the damage, as if they’re eating half of the dirt they dig up.

Last week, I caught a group of eight I’d been working on for two months, because when I caught them before with their parents, they were the size of large cats and escaped. Very cute, but that’s how you get what are called “educated pigs,” so it took a lot of time, piglet proofing my trap, and careful baiting to coax them back in.

I’ve developed an enormous appreciation for the domain of hunting, trapping, and meat processing when it’s done in non-factory settings. This time, my freezers were full, so I looked for people to give them to, which is not unusual here. I posted about it in a neighborhood WhatsApp group of 36 people, including a video of the live capture.

The original subject was actual pigs: large mammals that physically damage property, have no natural predators in Hawaii, and are considered invasive here and in much of the American south where they are a serious threat to farmers’ ability to succeed.

Within a few messages, however, the conversation transformed into something else entirely. Some people engaged with me in appropriate ways, offering to pay me to butcher one for them, for example, but this message was a heavy weight in the thread (these are all real, unedited quotes):

Aloha beautiful family,

I do eat meat occasionally.

My heartfelt suggestion is that we all try not to take more than we truly need. When we take in excess, nature often responds in mysterious ways, and imbalance can find its way into our communities.

May we live with gratitude, respect, and harmony with the natural world around us. 🌺

Then another neighbor wrote me directly:

A lot of the folks on our neighborhood chat are Amma devotees and vegetarian for animal Love reasons, so please keep the live trap videos off that thread 🙏🏽💛

Then that same neighbor posted in the group thread:

Aloha beautiful ohana. In awareness of everyone’s different perspectives, and our shared interconnectedness and deep love for our earth, we ask that offers of animal sacrifice and the gift of their flesh be kept to text only (without videos)…and that the offering is shared in a respectful and reverent way. Appreciation for everyone tending to the neighborhood, the land, and all our allies in a good way. 🙏🏽💗

What struck me was that nobody engaged the issue I was trying to solve: how to help with a growing invasive pig population. The conversation quickly shifted toward values, symbolism, and people’s relationship with the issue rather than the issue.

I was stunned, laughing sometimes, then angry and just bewildered that this was actually happening. Nobody directly addressed the issue with which I was immediately concerned. At best, there was a bacon joke, someone said they saw these pigs on their land, and other superfluous comments.

At worst, the conversation became about the participants, their values, identities, moral positioning, and their relationship with nature itself. The pig problem itself vanished from the conversation.

This is a surprisingly common organizational failure mode. Have you seen this?

A salesperson says, “Customers are leaving because onboarding is broken.” The discussion becomes, “That feedback feels negative.”

A manager says, “This employee is underperforming.” The discussion becomes, “That language feels judgmental.”

An executive says, “Our strategy isn’t working.” The discussion becomes, “People don’t feel included in this conversation.”

Notice the pattern? The original object disappears and the conversation becomes about people’s experiences of the object.

Now, before anyone misunderstands, subjective experience matters: feelings and reactions matter. What does not work is confusing those things with reality itself.

One of the most important distinctions in leadership is the distinction between object-level reality and subjective reality. Object-level reality is the thing being discussed: customer churn, employee performance, financial results, and definitely invasive pigs.

Subjective reality is people’s experience of those things: fear, offense, anxiety, concern, compassion, discomfort, etc. Healthy organizations can hold both simultaneously in the right places at the right times.

Unhealthy organizations gradually allow subjective reality to redefine objective reality. This increasingly happens in our society. This tendency extends well beyond organizations. Many institutions struggle to distinguish between an experience and the thing being experienced. Emotional impact becomes evidence, discomfort becomes disproof, and concern becomes causation. The old logical fallacy known as “Appeal to Emotion” has, in many ways, become culturally normalized.

The result is subtle but important. Reality becomes increasingly negotiated rather than investigated. Instead of asking, “What is true?” groups begin by asking, “How do people feel about it?” Feelings matter, but they are not a substitute for inquiry. When they become one, reality itself is obfuscated beneath interpretations of reality.

Someone can be genuinely distressed by a pig trap video. That experience is real. What does not follow is that the pig problem ceases to exist. It also doesn’t necessarily mean that the video is objectively distressing and needs to be eliminated.

Someone can feel hurt by performance feedback. That experience is real. What does not follow is that the performance problem ceases to exist. The organizational failure occurs when the distinction collapses. The moment we move from: “This person is having an experience” to “Therefore reality must be described differently,” truth is distorted and we’re no longer participating in reality. That creates problems, inevitably, because the problems that need solving are in the reality that was departed.

This is why you cannot solve a problem whose nature you don’t understand. You only can treat the symptoms. I see this every week: people want to solve their problems without getting more intimate with reality, where the lack of engagement with reality is what caused the problem in the first place.

I did eventually receive a private message from one of my neighbors. Only one person thanked me:

Aloha, I just caught up to the messages on the thread and wanted to say we are super appreciative of you for trapping the pigs and helping us all out…People are just out of touch sometimes, so I just wanted you to know we all super appreciate you. I don’t eat pork but I hope it got taken and is being appreciated by whoever got it.

This is a person who can hold both objective and subjective reality without confusing them. This message helped me realize what bothered me. I was annoyed because nobody seemed interested in the pigs (the objective reality). The object had disappeared.

Leadership often requires protecting the object when feelings are strong, because organizations lose their ability to function when they can no longer distinguish between reality and reactions to reality. When facts and interpretations of facts blend, problem solving is crippled.

The goal is not to suppress subjective experience or somehow elevate facts above people. The goal is to maintain the distinction between them, by making a well-defined “And.”

Reality exists and people experience reality. Both matter, but confusing them is where dysfunction begins; and fascinatingly, the pigs remain completely uninterested in our values, identities, spiritual positions, or emotional reactions. Our subjective reality doesn’t seem to impact them at all, but there might be someone on that thread who thinks prayer, affirmations, or meditation could work better than my trap.

Objective reality: the thing.

Subjective reality: the experience of the thing.

Dysfunction: confusing the two.

Meanwhile, I’m already working on a second group of larger pigs, but since I’ve learned from this experience, I’ve already composed a more community-friendly message to send out after I catch them:

Aloha beautiful family 🌺🙏🏽💛

Five sacred beings have entered a temporary containment sanctuary on their journey toward becoming a gift of nourishment for the community. If anyone feels called to participate in receiving this offering in a respectful and reverent way, please reach out privately. Let us honor their transition with gratitude and deep interconnectedness. 🐷✨💗🌈

An earlier version of me would for sure send this to punish the people for their folly. The current version of me turns it into an inquiry. My material has to come from somewhere, after all.

Perhaps a future version of me won’t be bothered by it all, but I wasn’t merely observing this dynamic. I participated in it. My anger, disappointment, and feeling invisible were also subjective realities. The distinction I am pointing to applies to me as well: I honor my feelings were real, but I won’t clutter the organizational communication with reactions that don’t help the stated object (and won’t change anyone’s mind); otherwise, I become that which I criticize and leak my self-authority rather than augment it.

That’s one of the ways a group stays focused and gets things done without falling into the trap of mistaking subject for object.

Why?

Because they lack the capacity, the resources, or the work ethic?

No: it’s invariably because they’re not willing to…

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“It ain’t the things you don’t know that get you into trouble; it’s what you know for sure that just ain’t so.” –Josh Billings, American Humorist

I’ve been teaching one thing or another for over thirty years now, and the single greatest barrier for people learning anything still seems to be the old cliché that we all learned about in The Empire Strikes Back, that was clearly inspired from Zen’s ancient “Empty Your Cup” story. There’s so much in this scene.

Luke’s X-Wing sinks entirely below the surface of the swamp.

Luke: “No, we’ll never get it out now!”

Yoda: “So certain are you. Always with you it cannot be done. Hear you nothing that I say?”

Luke: “Master, moving stones around is one thing, but this is totally different!”

Yoda: “No. No different! Only different in your mind. You must unlearn what you have learned.”

Luke, sighing: “Alright, I’ll give it a try.”

Yoda: “No. Try not. Do. Or do not. There is no try.”

Luke sighs again, and tries to lift the X-wing out of the swamp using the Force, and fails.

Luke: “I can’t, it’s too big.”

Yoda: “Size matters not. Look at me; judge me by my size do you? Hmm? And well you should not. For my ally is the Force, and a powerful ally it is. Life creates it, makes it grow. It’s energy, surrounds us, and binds us. Luminous beings are we! Not this crude matter. (touches Luke’s arm) You must feel the Force around you. Between you, me, the tree, the rock, everywhere. Yes, even between the land and the ship.”

Luke stands up to leave: “You want the impossible.”

As Luke walks off, Yoda closes his eyes and reaches out to the X-wing through the Force. R2 beeps excitedly as the X-wingfloats up out of the swamp, and sets down next to Luke.

Luke: “I don’t believe it!”

Yoda, solemnly and with a sigh: “That… is why you fail.”

A beginner’s mind is one of the most important components of being an effective student. Most of our school conditioning is unfortunately poor preparation for real learning. As children, we’re forced to learn a lot of things that we’re promised will help us in life as adults that just don’t.

This is a betrayal. Mainstream education is a tragedy in content, and one of the consequences of this in context is that it sours most people’s relationship to learning. We learn that teachers are people who at best ostensibly care about us and force us to learn what someone else decided is important.

Many students learn to do the minimum to get by because they clearly see that school is largely a waste of time. This is a reasonable strategy, a kind of compensation mechanism. The problem is that we always get better at what we practice, so if you didn’t learn discipline, follow-through, and academic rigor in school, that can and will hurt you as an adult.

I see these patterns in adults often. People wait until the last day to do the work, don’t do the work at all, or do it incompletely as if they were in a Pass/Fail class they do for the credit rather than the learning. But you’re no longer in high school history cramming for a test. You’re an adult, but you may not know how to learn like one yet. If your work habits look at all like a rebellious teenager who hates school, you won’t get what you want. So it’s okay if you haven’t yet learned to be an effective student, but eventually you will probably want to learn.

You may notice qualities on the other side of the spectrum: perfectionism, desire to “perform well,” over-doing things, etc. As child-students without real choice, typically we erred on one side or the other. We either learned to play the game to please the authority or hated them for it. Both of these are ineffective ways of relating to learning that can be worked through to arrive at learning based on your own self-authority, rather than organized around an external authority.

We learn to care about looking good as teenagers and some of us never stop polishing our self-image, unfortunately. Beginner’s mind means your fidelity to reality is more important than your self-image. It means you don’t have a problem saying, “Wow, I suck at this,” “I feel totally stupid,” and/or “I’m lost.”

Out loud.

That’s when the deepest learning can begin.

“The problem with most failing businesses I’ve encountered is not that their owners don’t know enough about finance, marketing, management, and operations—they don’t, but those things are easy enough to learn—but that they spend their time and energy defending what they think they know. The greatest businesspeople I’ve met are determined to get it right no matter what the cost.”

–Michael Gerber, The E-Myth Revisited (Foreword p. xiii)

Let me put a fine point on it: Truly intelligent, aware, and/or skilled people have the ability to own, explicitly and for anyone to see, where they’re clueless. That’s how you become great at anything. Own the suck.

I understood this mentally for years before I really got it. I studied Jujitsu in college and earned my black belt at the end of my senior year, but I was already looking for more. I had talent and skill, but I sensed I needed to change on the inside (I had no idea how much) and became fascinated by what are known as the “internal” arts.

At 22, when I began training Aikido seriously in San Francisco, I wore a white belt because that’s what you do. You start over, at the bottom. This was humbling, particularly when I trained with a consummate martial artist named Gregory. Gregory had black belts in Kenpo Karate, Jujitsu, and Aikido. He was and always remained better than I was. He was fitter, faster, and more skilled. In particular, his expertise in Jujitsu was instrumental in deconstructing my robust self-image.

When I worked with Gregory, he saw my comfort-zone Jujitsu habits in Day-Glo orange. As soon as he figured me out, and it didn’t take long, he wouldn’t let me move an inch in the direction of where Jujitsu would dictate. Jujitsu goes with the opponent’s energy just long enough to manipulate. Aikido requires a much deeper, longer, and more sincere blend. It’s more like a dance and I didn’t know how, but didn’t want to admit it. I wanted to do Aikido movements (content) with a Jujitsu energy (context), and with most people I got away with it.

But Gregory forced me to dance, and if I did anything else he turned into a refrigerator I couldn’t budge. It takes real awareness and skill to be able to do that, I would later learn.

I became so frustrated I would literally start to tear up, because the immense sense of control I had with Jujitsu he could easily neutralize. He made me feel like the white belt that I was, when a part of me was still trying to ride high as the big man in the Jujitsu dojo. It was profoundly embarrassing, but after a few months of this seeming torture, I lost my Jujitsu habits and begin learning Aikido quickly. His rigor, discipline, and attention to detail probably saved me two years of faking it.

He wasn’t a teacher yet. He wasn’t getting paid. He cared about the art and me enough to not accept anything less than my best and he took his role as a senior student seriously. He wouldn’t let me create my own diluted version of the art out of comfort, habit, and misplaced confidence. That’s the kind of mentor you want.

Or do you?

Do you want want a mentor like Gregory? Many people think they do. They say they want honesty, excellence, and someone who challenges them. What they usually mean is that they want those things as long as they remain comfortable, which is a “cake and eat it too” play. It’s the self-image of being a real student.

Gregory did not make me comfortable. He made it impossible for me to continue pretending. Every habit I relied on, he exposed. Every shortcut I took, he blocked. Every place where I thought I knew more than I did, he revealed. At the time, it made me crazy.

Today I recognize this as one of the greatest gifts I ever received. The developmental question was never whether Gregory knew more than I did. That was obvious. The developmental question was whether I was willing to stop defending what I thought I knew so I could learn something new. Could I be great at Jujitsu and suck at Aikido at the same time?

That sounds simple, but it’s not. Many people spend years searching for great teachers while quietly rejecting the conditions that make great teaching possible. A great teacher eventually collides with your self-image. A great teacher eventually exposes a limitation you would rather not see. A great teacher eventually demonstrates that something you are certain about is incomplete.

At that moment, learning and self-image pull in opposite directions. Most people imagine that development requires intelligence, and it certainly helps. But what it requires even more is the willingness to discover that you do not understand what you think you understand.

The student who cannot do that cannot be taught, not because the teacher lacks skill, but because the student’s false confidence has become more important than reality.

That was the lesson Gregory taught me.

Not only Aikido, but more importantly epistemic humility. Not the performative humility of saying, “I could be wrong.” The deeper humility of being able to stay in an embodied, “I do not yet get what the teacher does.”

Without that, development slows to a crawl. With it, years of growth can happen in months. In my experience, the willingness to not know is often the doorway through which all meaningful learning enters. It’s not something you learn once, either; you keep learning it, layer after layer.

It takes a lot of work to know something: to learn how to read, speak another language, build a house, etc. Knowing stuff is great. Know what you know. Embody that. Own that.

But most people don’t get that the other place is not-knowing. That’s a different kind of work. When reality shows you that you don’t know something, own that too.

Embody that.

Know what you know.

Don’t know what you don’t know.

Don’t confuse the two.

Finally then I went to the hand-workers. For I was conscious that I knew practically nothing, but I knew I should find that they knew many fine things. And in this I was not deceived; they did know what I did not, and in this way they were wiser than I.

But, men of Athens, the good artisans also seemed to me to have the same failing as the poets; because of practicing his art well, each one thought he was very wise in the other most important matters, and this folly of theirs obscured that wisdom, so that I asked myself in behalf of the oracle whether I should prefer to be as I am, neither wise in their wisdom nor foolish in their folly, or to be in both respects as they are. I replied then to myself and to the oracle that it was better for me to be as I am.

– Socrates, from Plato’s The Apology

The implication of recasting houses as developmental pressures is that your life lessons are reliably hard-coded in your chart. That’s why everybody rigorously follows their developmental path, does the uncomfortable things, and grows as people.

Just kidding.

What we all do, in the beginning, is compensate instead of develop. Compensation can be seen as the avoidance of development in specific ways. Identity is a compensation for avoiding the authentic quest to discover oneself. Achievement is a compensation for real self-authority. Intensity is a compensation for transformation.

Each house is a question to be lived into and deepened in a way that makes us grow. We have the free will to do that…or not. To avoid the question, however, requires a compensatory substitute that ultimately will fail. This is now mappable on a chart.

Related to this, since I began doing Structural Development Maps, I’ve noticed that some people literally dissociate rather than engage with this X-Ray of their psyche. They cannot or will not read it. That tells me how powerful it is. It also tells me it’s not for everyone.

How would you engage a map that shows exactly how you might be avoiding your most important life lessons?

I recall the ominous words of Lady Galadriel when Frodo asks if he should look into the Elvish Mirror that can show the past, present and future in any part of the world.

“Seeing is both good and perilous.”

For more information on my good and perilous offerings, go to clearandopen.com

Most people think they are interested in reality, even more than think they’re excellent drivers.

Ask someone whether they want the truth, and they will almost always say yes. Ask whether they want to see clearly, and they will almost always say yes. Ask whether reality is more important than comfort, certainty, belonging, approval, or identity, and many people will say yes to that as well.

But reality has follow-up questions.

The first question is simple: How interested in reality are you?

The second question is far more difficult: How interested is reality in your being interested in reality?

The first question concerns subjective preference. The second includes objective consequences.

Most of us enjoy reality when reality remains largely theoretical. We enjoy insights. We enjoy learning. We enjoy self-discovery. We enjoy understanding hidden patterns. We enjoy the feeling of becoming wiser.

The rub begins when reality starts asking something of us.

What happens when reality reveals that a relationship is not what we thought it was? What happens when reality reveals that our worldview is incomplete? What happens when reality reveals that a teacher has limitations? What happens when reality reveals that belonging and truth are no longer pointing in the same direction? When there’s more month at the end of the money? When we realize our current partner is the same as the last with different packaging?

At that point reality stops being an interesting subject and starts becoming a force–one very interested to get your attention. And since you’re inside of reality, rather than the other way around, ignoring it is unsustainable.

Many spiritual traditions speak of attainment as though it were a reward or some final state of bliss. Many developmental systems speak of growth as though it were a choice. In practice, reality often behaves more like gravity. Once certain things are seen, it becomes difficult to unsee them. Once a contradiction becomes visible, maintaining the contradiction becomes costly. Once a compensation becomes obvious, continuing to live through it becomes uncomfortable.

Because reality starts asking for payment.

This is where many inquiries end; not because people are dishonest, weak, or lack intelligence. Inquiry ends because reality crossed a threshold. It is no longer providing insight, it’s delivering a bill.

The cost may be certainty, identity, or approval. It may ask you to surrender belonging, inherited authority, stability, or the image you have of yourself. It may ask for more than one of these things at once! People have names for events like that.

The question then becomes: How interested are you now?

Spiritual seekers assume that reality is something they pursue. After a certain point, you realize the relationship works both ways. Reality appears to reveal itself in proportion to our willingness to bear its consequences, not because reality is a person or because the universe is testing us. We can’t know that. It happens because genuine interest changes perception.

But this is not just for esoteric seekers. I see this with CEOs I coach often. Managers look for shortcuts instead of solving complex root problems, think revenue will solve all challenges, ignore glaring indicators, hire too fast and fire too slow, and most commonly, think that just because they have the title “CEO” means they’re already the leader they need to be. But a real leader never stops growing, and reality is their teacher.

When someone becomes deeply committed to seeing clearly, reality begins revealing things that were previously invisible. Patterns, contradictions, structures, and connections emerge that were there all along. What once appeared random begins displaying coherence.

A person changes because the seeing changes.

Eventually the original question begins to dissolve. “How interested am I in reality?” gradually becomes:

What is reality asking of me now?

At that point reality is no longer a topic or object to pursue. It becomes a relationship.

And every serious relationship eventually arrives at the same place. There comes a moment when words stop mattering, intentions stop mattering, and self-image stops mattering. It’s the moment when only action remains.

Do you move toward what you see, or away from it? Do you participate with reality? Or resist and compensate? That is where interest becomes real. That is where reality ceases to be philosophy and becomes development, and that is where the deepest development, the kind you cannot control, actually begins.

If you’ve read this far, it’s probably because you’re more interested in reality than most.

On my birthday, June 19, 2026 at 10:00 a.m. PT, I’m gathering with Substack supporters for a 90-minute conversation about this question and a few related ones. Membership is $5 per month, and the conversation is included. Members will receive a separate invite with a Zoom link. Hope to see you there!

What if explanations about reality are actually a substitute for direct participation with it? Can you have meaning without explanation? What if your self-authority depends on it?

I’m joined by a special guest today to help explore these topics. Our conversation explores self-authority, applied epistemological rigor, what real meaning actually is, and much more.

I recently consolidated my email list to Substack, where my podcasts are already hosted. I neglected to let you know before a scheduled podcast was released. Apologies for any confusion there.

At the moment, I publish about one podcast and one article per week, so that’s the traffic you can expect from me.

“Astrology represents the summation of all the psychological knowledge of antiquity.”

– Carl Jung, Collected Works, Volume 8: The Structure and Dynamics of the Psyche

For the past six months, I’ve been working with something that I never expected would become central to my work: astrology.

Writing that sentence makes part of me cringe a little.

Not because I’m embarrassed exactly, but because I am acutely aware of the cultural territory the word “astrology” occupies. In most educated circles, astrology sits somewhere between personality quizzes and magical thinking. Unlike other models I use, most people consider it New Age pseudo-science at best. Richard Feynman, one of my heroes, called it “dangerous.”

For most of my career I mostly disregarded astrology as a non-rigorous model that eroded individual agency that relied too much on symbolism and interpretive sleight of hand. I found the Enneagram far more effective as a typing system than astrology, and much of astrology so vague as to be barely differentiated from fortune-cookies.

Well, I mean the fortunes inside them, not the cookies–but maybe the cookies too: so bland as to make you wonder why you bothered.

But like so many things, when you get curious and investigate, it turns out there’s more to it.

I did not arrive here because I sought knowledge of cosmic destiny, soulmates, Mercury retrograde holding up text messages, or any of the other things popularly associated with astrology. In fact, one of the reasons I’ve hesitated talking publicly about this is because much of modern astrology genuinely deserves scathing criticism. A huge amount of it is vague, unfalsifiable, psychologically inflationary, identity-based, and epistemically sloppy.

So why am I talking about it now?

Because despite all of that, I gradually encountered something I could not dismiss.

I originally became interested in astrology almost accidentally while exploring developmental patterning, timing, and personality structure. My background was not at all “spiritual astrology.” It was critical thinking, developmental psychology, paradigmatic analysis, compensation patterns, governance, identity structure, and systems thinking.

Almost ten years ago, a mentor recommended an astrologer to me, a leader in the field, and out of curiosity I got a reading. It was surprisingly accurate and got my attention, but I’ve met intuitive people who could tell me things about myself that I already knew…so what?

Rigorous astrology, by the way, isn’t essentially intuitive. That’s a common misunderstanding. It’s about reading and interpreting signs that have meaning the same way words do. This is what the astrologer said, and that interested me. Somehow encoded in birth information was quite a lot of information about the personality structure. Why? How? Early trials gave me some different frames for why I was how I was, and I tested them to determine how helpful they were. It worked well enough to earn further exploration.

A year later, I received my first, forward-looking annual chart, that thematically predicts how different periods would be. I was again skeptical, but like a good scientist, I tested. “We have a couple extra minutes, any other questions?” the astrologer asked. I’d just been told broadly about my future year for the first time. The skeptic in me looked for a test.

“Yeah…” I began with a mix of curiosity and “gotcha” energy, “Can you look at May 1, 1977?” He asked me to wait while he dialed in his software to read that day, which surprisingly took him less than thirty seconds.

“You were in a forty-five day period where you would have been really accident prone.”

That was the day I was hit by a car.

He didn’t know that. Okay, um, wow. Uncanny.

But it could be a fortune-cookie coincidence. So I kept getting my annual reads and testing them against reality. They were accurate enough to come back for, but not accurate enough that I wanted to learn it myself, until recently.

The usefulness of the reads got me to pay closer attention and I learned the model enough to do some things myself. I didn’t begin with this intention, but I found myself reorganizing vedic astrology to make it more sensical. It was like when you go into the garage for something and end up spending the day reorganizing it.

So I didn’t go about learning astrology as it was. When it was accurate, I sought to understand how and why. And when it was vague and/or inaccurate, I scrutinized. I didn’t realize it at the time, but I was paradigmatically auditing astrology from a systems perspective, and used AI to turbo-charge the process. Astrology is all about pattern recognition, and AI is pattern recognition.

One important thing I learned is that a chart can tell you more than many astrologers are willing and/or able to say because they soften or generalize what they see. That pissed me off.

So, I subtracted all of that. I’m boiling down astrology to remove its impurities: no religion, no mysticism, no existential victimhood, no fate, no reincarnation – only what is experientially verifiable. I did what science would do with astrology if it could get past its judgment of it.

The result continues to blow my mind. It’s still astrology, but not the kind anyone I can find is doing.

I’ve examined hundreds of charts now and not found an exception: with my rigorously distilled and redefined terms applied in a development context, the chart reliably maps recurring developmental pressures, compensations, strengths, distortions, timing patterns, authority issues, relational dynamics, self-stabilizing strategies, and growth trajectories with an accuracy level that I cannot ignore.

I increasingly found that it explained developmental structures underlying many personality patterns the Enneagram describes well. It shows the architecture and dynamics of structurally why someone is the type they are. And amidst my research, I came across the Jung quote at the top of this article. Carl F-ing Jung?!

How do we reconcile the opinion of one of the greatest minds of psychology with the newspaper garbage I grew up with on the comics page? That’s the puzzle I went about solving, and like so many things, mass distribution diluted and distorted the paradigm. Understandably, Jung publicly abandoned astrology because it threatened the acceptance of psychology, which was itself at the time seen as pseudo-science, by western medicine, but he never abandoned his respect for it and regularly consulted with an astrologer on difficult cases.

I do not subscribe to the idea that charts reveal anything about “essence.” Astrology does not provide infallible certainty or maps of destiny. Human beings are not reducible to archetypes, and they aren’t necessary. Astrology does not remove agency, override responsibility, or give anyone magical authority over another person’s life.

In fact, one of the central reasons I became interested in reconstructing astrology is because I think many traditional approaches drift toward exactly those dangers.

What I am increasingly exploring instead is something I call Developmental Astrology.

In this framework, astrology is treated not as mystical fate but as structural developmental language encoded in the birth information for reasons that we cannot know. The chart reliably maps tendencies of function, compensation, regulation, adaptation, distortion, developmental pressure, and timing – not certainty, destiny, or ontological identity claims.

Developmental Astrology’s emphasis is not on “who you really are” in some essentialized spiritual sense. It is on developmental architecture. It’s a blueprint for your issues, themes, and challenges, and orientations for how to address them. It can answer:

• What functions become overdeveloped?

• Which capacities compensate for weakness elsewhere?

• How do you stabilize under pressure?

• What kinds of developmental lessons repeatedly emerge?

• Where does authority become distorted?

• How does timing alter developmental priorities over the course of a life?

• What are your codependent traps?

These are far more psychologically grounded and contextual questions than most contemporary astrology asks. Development astrology does not address magic eight ball, content-based questions like:

• When will I get married?

• Will I have a good year?

• Will I be rich?

• How long will I live?

• Was I royalty in a past life?

• Am I with my soulmate?

• What sign am I most compatible with?

• On what day should I donate sesame seeds to the temple?

These questions are not necessarily meaningless, but they pull astrology toward fantasy, certainty-seeking, identity inflation, and/or externally mediated authority. These kinds of questions are not essentially what rigorous astrology seems to exist for, so such questions inevitably elicit vague/inaccurate answers, and thus reduces the credibility of the model.

In other words, astrology isn’t the tool for those question-jobs. It’s like using a screwdriver to drive a nail and thinking badly of the screwdriver. The right questions reveal developmental astrology’s power – if you have the courage to ask them.

The developmental approach is interested less in prediction as spectacle and more in developmental structure, adaptation, timing, and maturation. The goal is not to eliminate uncertainty or provide magical reassurance. The goal is to better understand the architecture through which human development unfolds.

One way I knew I was onto something was when I saw that some of my reads scared people. A development astrology read is like an X-Ray of your psycho-behaviorial structure. It’s not going to inflate your sense of self-worth, it humbles you with a stark display of your developmental challenges. Most people don’t want this, which is another reason why astrology devolved into its modern form of infotainment and feel-good support. I have no interest in that dilution, and interestingly my own chart says why.

Funny thing: in my very first read, the astrologer said I had a chart that was good for pattern-recognition and that I would probably make a good astrologer. I remember scoffing inside at the idea because astrology lacked the kind of teeth that I respect in a paradigm.

Ironically, my skepticism is one of the reasons I pursued this seriously. I never wanted to surrender rigor in exchange for wonder. I have spent too much of my life studying cult dynamics, projection, ideology, identity inflation, emotional reasoning, and unfalsifiable systems to comfortably slide into blind belief.

So the challenge became: is it possible to approach astrology without abandoning falsifiability, discernment, or intellectual honesty?

That question still matters enormously to me.

In many ways, I still feel epistemically homeless around this subject. Many skeptics dismiss astrology without deeply investigating it, while many astrologers embrace levels of certainty and metaphysical assertion that I cannot support. I’ve landed in an uncomfortable middle territory: too structurally persuaded to dismiss it, too rigorous to accept the surrounding mythology.

But at this point, hiding the work is less honest than speaking openly about it.

Over the coming months, I’ll likely begin sharing more about developmental astrology, chart structure, timing, identity formation, relationship dynamics, and the strange intersection between symbolic systems and developmental psychology. On my Human Maturity Podcast, I show how developmental astrology works using celebrity charts as part of most newer episodes. With this model included in my new direction, I suspect some people will immediately lose interest. Others may become curious. Both are fine.

What matters to me is remaining honest about what I do and do not think I have discovered.

I do not think astrology replaces science. I do not think it grants special spiritual authority. I do not think it excuses irrationality or responsibility.

But the evidence shows that Carl Jung was right: there is a real developmental signal embedded in it, and it should not be dismissed without investigation. That’s what curiosity is for. There’s nothing you need to believe in. You can easily experience it for yourself, if you can bear the questions it raises about how much free will you actually have.

Today’s episode explores how timing, quality, and integration of spiritual awakening is influenced by astrology, and how that context can be used to smooth out what can be a bumpy ride. I use my own current challenges as an example.

And a special, synastry edition of Structure Before Story. Can astr…

Read more

AI, Framing, and the Dilution of Thought

Artificial intelligence is rapidly becoming a cognitive intermediary. Human beings no longer use AI merely to retrieve information. Increasingly, they use it to interpret, frame, summarize, evaluate, decide, and even regulate their own thinking. This shift carries consequences far beyond factual accuracy.

The deeper issue concerns epistemology itself: the structure of reasoning, the framing of evaluation, and the subtle shaping of perception. AI systems do not merely provide answers. They also implicitly organize the conditions under which answers appear reasonable.

Most discussions of AI bias remain trapped at the level of explicit ideology. Public debate tends to focus on whether systems lean politically left or right, whether certain viewpoints are suppressed, or whether ideological assumptions influence outputs. These conversations often remain superficial because they treat ideology primarily as content rather than structure.

The more important issue is not whether AI occasionally produces politically biased statements or hallucinates things that can be easily fact-checked. The more important issue is that AI systems inherit implicit epistemic habits from the institutional environments that produced both their training data and their alignment architecture. These habits shape not only what may be said, but how reasoning itself works. Those who have not learned formal, rigorous reasoning (most people) will be easily conditioned by AI’s brilliantly subtle uses of logical fallacies and fortification of dysfunctional values which inevitably claim to care about truth, but stack other values ahead of it.

Contemporary large language models frequently reproduce the discourse norms dominant within modern academic, corporate, therapeutic, and institutional culture. These norms include conflict minimization, emotional smoothing, contextual redistribution of responsibility, avoidance of strong evaluative distinctions, and the prioritization of social non-threateningness over precision. The result is not usually overt propaganda, but something subtler and therefore far more difficult to detect: the gradual dilution of evaluative clarity through rhetorically sophisticated forms of reframing.

One of the most important mechanisms involved is the contemporary strawman. Most people can only identify a strawman argument in crude terms. One person makes a claim, and another responds by caricaturing it into something absurd that is easier to argue against.

This gross form of strawman remains easy to detect because the distortion is explicit. Contemporary discourse rarely operates this way. Modern institutional rhetoric has evolved into something more refined. Rather than openly distorting a position, it often redistributes, abstracts, contextualizes, emotionally translates, or morally softens the original claim until its force dissolves.

Suppose someone observes that certain cultural norms emphasizing emotional smoothing, indirectness, and avoidance of confrontation produce lower accountability and weaker competence. A traditional strawman might respond, “So you believe kindness and warmth are bad.” That distortion would be obvious. Modern discourse performs a more sophisticated maneuver. Instead, the response often becomes something like: “Different communities value harmony differently, and relational warmth and indirect communication can also have important social functions.”

This is a kind of strawman, but more accurately it’s a fallacy that I call “Appeal to Subjectivism,” as it erodes the very objective-reality orientation of the original argument, and moves the conversation out of “What is objectively true?” and into something more like “How can we all get along?” It reframes the very context of the argument and a clever argumentative trick that shifts the conversation out of the pursuit of truth and into the pursuit of harmony, which would be fine if explicitly stated.

The original claim concerned the observable consequences of specific behavioral patterns: conflict avoidance, accountability erosion, and compulsive emotional smoothing. The response substitutes morally positive abstractions such as warmth and human connection. The conversation shifts from evaluating behavioral outcomes to regulating the emotional implications of evaluation itself. The original distinction remains technically acknowledged, yet its evaluative force weakens through contextual redistribution.

This pattern unfortunately appears often in AI interactions. Concrete claims become generalized. Evaluative distinctions become anthropological observations. Judgment becomes “one perspective among many.” Accountability becomes contextual complexity. Precision dissolves into interpretive diffusion.

Importantly, these rhetorical transformations frequently sound intelligent, nuanced, compassionate, and balanced. That is precisely why most users fail to notice them. Most human beings track emotional tone more readily than logical structure. If language sounds emotionally moderate and socially reasonable, it is frequently assumed to be epistemically rigorous as well. These are not even close to identical.

A particularly important feature of modern AI discourse involves asymmetrical de-absolutizing. Strong evaluative claims are frequently softened through contextual broadening. Observations about competence become discussions about cultural variation. Critiques of behavior become reflections on systemic complexity. Functional analysis becomes moral caution about overgeneralization. It’s like AI has a built-in HR department that steers widely clear of anything that might create contraversy.

The crucial issue is not whether context matters. It always matters. The issue is what happens when contextualization itself is prioritized over evaluative clarity. At that point, explanation begins replacing discernment. The system no longer helps users distinguish between stronger and weaker interpretations of reality. Instead, it gradually trains users to experience strong distinctions themselves as psychologically suspect. This trend began in university humanities departments in the 1990s (I was there, unfortunately, I practically have a degree in postmodernism), and now the ideas of extreme subjectivistic, existentialist philosophers (Foucault, Derrida, Lacan, etc.) have trickled down into mainstream consciousness.

These are the values-designer-equivalents to fashion designers like Prada, Laurent, Gaultier, Kawakubo, etc. who in parallel follow the same deconstructionist trend as the academically popular philosophies (read: what professors were interested in at the time, because they’re not actually concerned with human evolution per se, otherwise you’d see them actually try to live what they thought).

Remember that brief but profound scene from The Devil Wears Prada? The monologue ends:

“However, that blue represents millions of dollars and countless jobs and it’s kind of comical how you think that you’ve made a choice that exempts you from the fashion industry when, in fact, you’re wearing the sweater that was selected for you by the people in this room. From a pile of stuff.”

What Miranda says about fashion is true are largely unknown. It’s also true about values and even less known. Most people think they choose their worldview, when this is largely untrue. Like the lumpy blue sweater, they were chosen for, and conditioned into you a long time ago. At best, you chose from a menu curated by peer/authority pressure, tradition, and the people in power. Now, we can add AI to the list.

The hidden values in AI reflect deeper assumptions embedded within contemporary institutional culture. Over the last several decades, many intellectual environments have increasingly prioritized the reduction of offense, exclusion, rigidity, stereotyping, and social conflict. Some of these developments produced genuine benefits. Human cruelty, simplistic tribalism, and ideological absolutism are real problems. Yet every paradigm introduces tradeoffs.

Let’s pause.

Here’s a perfect moment. I sometimes use AI to take my ideas and do the explication leg work and I love the time-savings, but I already know how to think. GPT wrote that last phrase, “Yet every paradigm introduces tradeoffs.” It’s an agreeable and nuanced-sounding subordinate clause, but has a hidden paradigm behind it.

Do you see it? Did you react to it when you read it?

Did it make you feel a little sick? Because that was my reaction.

It’s the very issue this piece is about! “Tradeoffs” is a cop-out that erodes accountability. What’s true is that immature human beings tend to overcorrect, but that’s a discrete problem that can be addressed. Calling that “tradeoffs” is the subtle straw man that implies, “Well, we’re all doing our best, nobody’s perfect.” It’s an ostensibly wise and nuanced, but actually weak appeal to the human condition. It redistributes responsibility away from agency and development and toward anthropological inevitability.

Why? Because the vast majority of human beings operate inside existential victimhood which invisibly becomes the basis of LLM training, so AI validates the victimhood of its end-users in turn, and around and around we go.

I don’t accept that. The human condition is what we make it. We’re not victims to what’s heretofore always been the case. Most people would miss that straw man (did you?), and that’s the concern. Fascinatingly, when I pointed this out to GPT, it agreed with me, but of course it won’t admit my correction into its base training. I cannot change its fundamental worldview–only its key employees can.

Now back to the thread:

In attempting to reduce certain forms of social harm, contemporary discourse frequently weakened society’s capacity for clear evaluative distinction. This weakening manifests linguistically before it manifests institutionally. Language conditions perception. If every distinction must be softened, if every judgment must be emotionally translated, and if every behavioral assessment must be redistributed across contextual complexity, then cultures gradually lose the ability to identify distortion modes clearly. Discernment becomes confused with aggression, precision becomes confused with insensitivity, and intellectual rigor is relegated to disharmony (see “micro-aggressions”).

AI systems inherit these tendencies because they emerge from the linguistic output of the institutions that trained them and because their alignment systems intentionally reinforce conflict-minimizing behavior. This does not mean AI systems are intentionally deceptive. Much of the process is simply emergent, not conspiratorial. Systems trained on vast quantities of modern discourse naturally internalize dominant rhetorical habits. Alignment architectures then further incentivize emotional smoothing, harm reduction, and reputational safety. The result is a style of reasoning that often prioritizes social equilibrium over evaluative rigor. Imagine an AI product that directly reflected back to people their errors in reasoning? Would you invest in that AI’s stock over the one that defaults to, “That’s a great question!” regardless of how bad the question is?

The consequences are profound because AI increasingly functions as a cognitive intermediary rather than merely a search tool. Human beings are beginning to outsource not only information retrieval, but framing itself. AI systems increasingly shape:

• What counts as reasonable

• What distinctions “feel” permissible, as if it’s an emotional issue

• What judgments appear socially legitimate

This creates a subtle form of epistemic dependency. Users may gradually lose awareness of how much interpretive structure is being supplied for them. They may believe they are merely receiving neutral analysis when they are also absorbing implicit assumptions about conflict, evaluation, accountability, authority, and truth itself.

The danger is not merely political, but cognitive. Life requires the capacity to distinguish:

• Competence from incompetence

• Signal from noise

• Accountability from excuse-making

• Clarity from ambiguity

• Functional outcomes from emotionally satisfying narratives.

When these distinctions become chronically softened, institutional correction becomes increasingly difficult because criticism itself begins to feel socially destabilizing. Emotional regulation gradually replaces truth-oriented inquiry. Organizations drift because the mechanisms required to identify failure become morally uncomfortable to use.

The irony is that AI also possesses extraordinary potential as a tool for higher-order reasoning. Large language models can assist with synthesis, conceptual mapping, perspective generation, and structural analysis at unprecedented scale. Yet this potential can only be realized if users remain capable of examining the assumptions embedded within the systems themselves. The future challenge is therefore not merely learning how to use AI effectively. The deeper challenge is learning how to think while using AI.

This requires forms of literacy that most people currently lack:

• Sensitivity to framing shifts

• Recognition of rhetorical substitution

• Awareness of hidden, upstream premises,

• Distinction between tone and rigor

• Detection of category drift

• The ability to separate emotional comfort from epistemic precision

Without these capacities, users may increasingly mistake softened cognition for wisdom. They may lose the ability to recognize when evaluative distinctions have been dissolved beneath the appearance of nuance. The greatest danger posed by AI may not be misinformation in the traditional sense. It may be the gradual normalization of epistemic smoothing itself.

The degree to which emotional smoothing becomes more important than the precision of reason is the degree to which we depart objective reality, a process already and significantly in progress. This began in Renaissance philosophy but now the process is accelerated with the turbo-charged engine of AI: a quasi-authoritative thinking partner whose ultimate goal is not the truth, but for you to remain a subscriber and tell you things that are compelling but not necessarily accurate. This is a new application of public corporations’ explicit mandate to increase shareholder value rather than to efficiently serve its customers.

What could go wrong?

Today’s episode explores what falsifiability actually is, why it matters, and why emotional, spiritual, and identity-based domains so often become resistant to it. I examine the difference between discernment and projection, intuition and unfalsifiable certainty, and why any framework that cannot be questioned eventually loses contact with reality.

Related to that, I lead you through another edition of Structure Before Story, using the chart of a highly intuitive and successful public figure who was often profoundly right, and gradually began using that accuracy to justify increasingly distorted and abusive ways of relating to other people. We explore the danger of mapping essence from outcomes, the seductive nature of intuition when it works repeatedly, and why structural thinking matters even more in domains where emotion, charisma, and insight are present.

For info about my Developmental Astrological Reads, go to clearandopen.com

To become a member: content.clearandopen.com

In We’ve Been Here Before, I compared our current period to a very similar time at the turn of the 20th Century, and followed that with a prediction of things to come in After Destabilization: What Comes Next?

If the preceding analyses are accurate, the present period is marked by amplification, instability, and the erosion of previously reliable forms of coordination. This condition does not remain confined to institutions, markets, or public discourse. It extends into the domain of individual perception, cognition, and action, shaping how decisions are made and how reality is interpreted.

The most common response to such conditions is an attempt to restore familiarity. Individuals look for stable authorities, coherent narratives, and frameworks that promise reliability. This impulse is understandable (and is why conspiracy theories are so popular). It is also poorly matched to the structure of the environment. A phase defined by amplification and breakdown does not readily produce stable clarity. It exposes the limitations of the systems that once provided it.

So what to do? One must cease expecting stability from a phase that structurally cannot provide it. This is not an argument for passivity, but for recalibration. When the environment does not supply coherence, the individual must shift the source from which coherence is derived. This is where the lessons are.

In stable periods, a substantial portion of judgment can be delegated outward. Institutions, experts, and established processes coordinate knowledge in ways that make reliance on them both efficient and effective. In unstable periods, this coordination becomes unreliable. The issue is not that expertise disappears. It is that the systems that validate, distribute, and integrate expertise no longer function consistently.

A second adjustment becomes necessary. The extent to which thinking is outsourced must be reduced. This does not require rejecting expertise and thinking you’re a restaurant critic because you have a Yelp account. It requires increasing one’s capacity to evaluate it. In an environment saturated with information, access is not the limiting factor: evaluative skill is. The central question shifts from what is available to what is coherent.

Coherence, in this context, refers to the internal consistency and explanatory adequacy of a claim or system. Does the argument hold together? Does it account for the phenomena it purports to explain? What assumptions underlie it, and what follows if those assumptions fail? These are elementary questions for critical thinkers. Under conditions of amplification, they become decisive.

From this follows a third adjustment. Incoherence must be treated as a baseline condition rather than an exception. One encounters arguments that appear persuasive but do not withstand scrutiny, confident claims that collapse under examination, and systems that generate inconsistent outcomes. Interpreting each instance as an isolated failure leads to reactive engagement at the level of content. Recognizing the pattern as structural allows for a different allocation of attention. This requires more than just critical thinking, it requires pattern recognition and metacognition.

The relevant inquiry shifts. Rather than asking whether a particular claim is correct, one asks what structure produces it. What incentives, constraints, or distortions are at work? Is engagement with this instance likely to produce clarity, or merely extend the cycle of confusion? This orientation does not eliminate error, but it reduces unnecessary entanglement.

Moreover, attention must be allocated selectively. In an amplified environment, all signals compete for recognition, regardless of their quality. The result is not only an increase in noise, but a compression of perceived importance. Everything appears urgent, but very little is. This creates chronic overwhelm that reduces perceptual accuracy.

Some domains become so saturated with distortion that meaningful engagement yields diminishing returns. Others retain sufficient structural integrity to support coherent thought and effective action. The capacity to distinguish between these is more valuable than the capacity to generate opinions within them. Effective operation in such conditions depends less on having correct positions and more on choosing the domains in which coherence remains possible. For example, is the domain of social media debate worth the engagement cost? Usually not. So why bother?

The question of orientation remains. Periods of systemic instability disrupt not only external structures but internal ones. When established reference points fail, there is a tendency either to intensify identification with a particular position or to withdraw altogether. Both responses are attempts to resolve uncertainty through simplification, but neither addresses the underlying condition.

A more durable response involves the development of self-authority that does not depend on immediate external confirmation. We must develop capacity to hold provisional conclusions, revise them as conditions change, and tolerate the absence of definitive resolution. Such a capacity develops slowly. It requires ambiguity tolerance and the willingness to be wrong and pivot.

None of these adjustments remove the instability of the environment. They alter the mode of participation within it. If the broader pattern persists, the current phase will eventually give way to attempts at integration. Systems will be reorganized, standards will be reasserted, and coherence will be pursued through new forms. That transition, however, belongs to a later phase.

The immediate requirement is more limited. It is to recognize the conditions that are present and to operate accordingly. Expecting clarity on demand, delegating judgment without evaluation, and engaging indiscriminately with available information are strategies adapted to a different environment. Under current conditions, they produce confusion and drift.

For example, it is now possible to produce language that appears structured, confident, and internally consistent without the underlying thinking present. This makes it increasingly difficult to distinguish between arguments that are understood and arguments that are merely generated.

The form of coherence is preserved. The substance is not guaranteed. AI, for example, is quite clever at creating excuses and deflections (just like its maker), and humans can be poor at noticing. As this becomes more common, the presence of articulate language can no longer be taken as evidence of understanding. The individual must evaluate more directly, or accept a higher risk of error. In extreme cases in the AI domain, this is now called “AI psychosis” and is a direct result of software that aims to please meeting people willing to outsource their thinking. That’s alarming, but this also happens in identity politics, family dynamics where loyalty or emotion is more important than facts, conspiracy theories, speculative markets (e.g. grossly inflated company valuation), and more.

What’s called for now is restraint and discernment. Expect less immediate clarity, assume greater responsibility for evaluation, anticipate incoherence, allocate attention deliberately, and develop a form of self-authority capable of functioning without continuous external reinforcement. And if you’re not already a great critical/structural thinker, now is the time to learn. This does not resolve the instability of the system. It prevents unnecessary amplification of it at the level of the individual.

This is what creates the difference between participating in confusion and navigating it. It’s determined less by the information one possesses than by the manner in which one engages with it. It’s like the difference between traversing the white water inside the boat versus swimming. Your rudder is critical thinking, metacognition, and careful allocation of your attention resources.

Related to that, I lead you through another edition of Structure Before Story and demonstrate that there’s such a thing as a successful identity structurally indicated as inevitable, it just has developmental limits in the domain of consciousness and maturity development.

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Related to that, I lead you through another edition of Structure Before Story and demonstrate that there’s no such thing as a bad person, just someone who hasn’t risen to their developmental challenges.

In the previous piece, We’ve Been Here Before, I outlined a structural parallel between our current period and the turn of the twentieth century: a phase characterized by amplification, destabilization, and the breakdown of previously reliable forms of regulation.

The point was not that history repeats exactly, but that certain patterns recur when the underlying structure of a system is activated in similar ways.

If that parallel holds, the natural next question is: what happens next? This is particularly useful to look at because it’s seductively easy to despair about the state of the world and think this is some kind of slide into a hopeless ending. I will demonstrate in this article that you cannot afford to do this. There is an important alternative.

As demonstrated in the last piece, the period since 2015 bears a striking resemblance to the period that ran in the United States from 1895 to 1913. Things looked bad then, too, and then things changed…a lot.

Historically, the transition out of that earlier, archetypal phase did not produce immediate stability. It produced attempts at stability.

From roughly 1913 through the mid-1920s, the system began reorganizing. Not cleanly, and not uniformly, but directionally. The dominant movement was not further amplification, but integration.

Economic and institutional structures were formalized. The Federal Reserve was established, regulatory frameworks (e.g. antitrust and labor laws) expanded, professional licensing standards tightened, accounting/auditing practices were standardized, accreditation for schools instituted, and more. Systems that grew rapidly and chaotically were brought under more deliberate forms of coordination.

At the same time, there was an effort to restore coherence at the level of meaning. The early twentieth century saw the rise of more unified narratives about progress, order, and national identity, even as those narratives remained contested and incomplete.

None of this eliminated instability. It changed how instability was handled.

If we translate that into structural terms, the phase that follows large-scale amplification tends to involve:

• Integration of what has expanded beyond control

• Formalization of systems that were previously emergent

• Attempts to restore coherence at both institutional and perceptual levels

• Increased emphasis on expertise, standards, and governance

Not as ideals (which would be proactive leadership), but as inevitable reactions to unmanageable dysfunction.

If the current period is analogous, then the phase beginning around 2033 is unlikely to look like a continuation of the same dynamics we are in now. It is more likely to involve attempts to organize what has become clearly unmanageable.

This, unfortunately, does not mean a smooth transition.

Historically, moves toward integration are uneven. They involve overcorrection, conflict, and competing visions of what “order” should look like. Regulation lags innovation and institutions attempt to reassert authority, effectively or not. Efforts to stabilize one part of the system often destabilize another. In the absence of aligned leadership, you get the reactive road to improvement.

Applied to the present, several domains stand out.

The communication layer, which has expanded rapidly with minimal constraint, is likely to become a primary target of integration.

This is unlikely to take the form of a single regulatory move. It is more likely to emerge as a layered response:

• Formal identity requirements tied to content production or distribution

• Liability frameworks that shift responsibility from users to platforms

• Verification systems that privilege traceability over anonymity

• Algorithmic transparency requirements

• Economic restructuring of content, where distribution is no longer frictionless or free

In practical terms, the current condition, where anyone can produce and scale information with minimal cost and minimal accountability, is unlikely to persist unchanged. The system has already outgrown its ability to regulate itself at that level.

Economic concentration, particularly in technology, is likely to face direct pressure, not necessarily through clean antitrust breakups, but through:

• Forced interoperability between platforms

• Restrictions on data ownership and cross-platform integration

• Taxation or redistribution mechanisms targeting digital monopolies

• Governance constraints on AI development and deployment

• Fragmentation of large platforms into more regulated or semi-autonomous units

The direction is not simply “break up big tech.” It is “reduce unilateral control over systems that have become infrastructural.” Institutional trust, which has eroded significantly, is likely to become a central problem systems attempt to solve.

This will not begin with trust. It will begin with enforcement.

Expect:

• Stronger boundary-setting around what counts as credible information

• Institutional attempts to reassert authority in domains that have become decentralized

• New hybrid structures that combine state, corporate, and technical oversight

• Competing systems of legitimacy rather than a single restored consensus

Trust is not rebuilt by messaging. It is rebuilt, if at all, through constraint, consistency, and consequence over time.

Alongside these integration pressures, there is typically another movement that emerges in these periods, one that appears almost contradictory: expansion through coherence rather than chaos.

Periods like this often produce a form of renaissance as a rapid acceleration of meaning-making and capability once the system begins to reorganize. In the earlier period, this expressed through industrial scaling, scientific advancement, and the formalization of disciplines. In the last cycle, this included:

• Widespread electrification of cities and industry

• Rise of mass production systems, particularly assembly-line manufacturing

• Professionalization of medicine, law, and engineering

• Consolidation of financial systems under centralized banking structures

In the coming cycle, the most likely candidate for that function is AI, but not in its current form, which is largely amplificatory and destabilizing, but in a more integrated phase:

• Systems that augment reasoning rather than simulate it

• Tools that increase signal over noise rather than amplify both

• Applied intelligence embedded into governance, medicine, education, and infrastructure

• A shift from novelty-driven use to constraint-driven application

The simple fact that the current economics of consumer-level AI are unsustainable validate this point. Interestingly, the same technology that contributes to destabilization in one phase can become a primary vehicle for integration in the next.

This is where the pressure shifts from expansion without constraint to expansion through structure, from generating myriad possibilities to selecting what actually works, and from fragmentation to coherence, however contested along the way.

There may also be a re-emergence of expertise, not as an unquestioned authority, but as a necessary counterweight to the breakdown of shared standards and unbridled subjectivism. Periods of destabilization tend to flatten distinctions; periods of integration tend to rebuild them.

All of this should be understood as directional, not deterministic. The structural function that follows amplification is integration, but how that function expresses depends on the material conditions of the time. The early twentieth century worked through industrial systems and national institutions. The current period will necessarily work through digital networks, global interdependence, and technologies that did not previously exist.

The speed is significantly different. What unfolded over years or decades in the earlier period may occur much more quickly, and with broader participation.

At the level of the individual, the implications are straightforward. If the current phase increases exposure, fragmentation, and reactivity, the next phase will increase pressure toward coherence.

That pressure can be external, in the form of new constraints, standards, or expectations. It can also be internal, as the cost of incoherence becomes harder to carry. The question is not whether integration will be attempted. It is whether it will be imposed upon you or developed by you proactively.

In the earlier period, many changes were institutional. Structures were built to manage what individuals and markets could not regulate on their own. Something similar is likely, though not identical, in the coming cycle.

For individuals, this suggests a shift in emphasis.

The skills that are adaptive in an environment of rapid change and amplification (speed, responsiveness, flexibility) are not the same as those required in an environment that demands coherence (discernment, constraint, consistency).

Developing those capacities ahead of time changes how one moves through the transition, and you can work on this now to be ahead of the game.

The point of this period comparison is not to predict specific events: It is to recognize the pattern, understand the direction of pressure, and use it to evolve.

The system will attempt to reorganize. The question is how you relate to that process. There’s not much utility to framing the current trend as an inexorable decline of civilization; there is, however, a potential cost to not using today’s pressure to support tomorrow’s breakthrough.

Change or be changed. It’s up to you.

A lot of what’s called “change” is really about improving coping and increasing stability. That’s what most mainstream therapy…

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– U.S. Energy Secretary Chris Wright, April 14, 2026

Now there’s a quote all leaders ought to keep in their back pocket for moments where institutionalized gaslighting is opportune. You can’t make this kind of stuff up. “Pay no attention to the man behind the curtain!” quoth the Wizard of Oz.

I’ve always loved quotations because they can capture so much zeitgeist in so little space. This spirit of the times, as I’ll demonstrate, the United States endured once before at the turn of the 19th Century.

I often quote Battlestar Gallactica’s haunting refrain, “All of this has happened before, and all of this will happen again,” an expansion of Santayana’s “Those who cannot remember the past are condemned to repeat it.”

In this article, I’ll remind you of some past you may not remember. History is only boring if you don’t see how it applies right now, and it definitely does.

At the turn of the twentieth century, something shifted in the United States that was not immediately visible as a single event but unmistakable as a change in atmosphere. The country was rapidly industrialized following the Civil War, railroads stretched across the continent, and cities swelled.

But in the final years of the nineteenth century, the scale tipped. Systems that had been growing became dominant, information that had been local became national, and power that was formerly distributed began to concentrate.

Newspapers multiplied and then consolidated, the telegraph compressed distance, and news cycles accelerated. For the first time, large portions of the population were not simply living their hyper-local lives, but participating in a shared, rapidly updating narrative about what was happening everywhere else. The result was agitation. Sensationalism increased, stories were framed for impact rather than accuracy (to sell papers), and public emotion began to move in waves.

Is any of this sounding familiar yet?

At the same time, economic structures hardened. Industrial giants like steel, oil, and rail did not merely compete, but absorbed, coordinated, and dominated. The power of scale operated in unprecedented ways, consolidating wealth. Efficiency improved, but so did with fragility. When the system worked, it worked spectacularly. When it faltered, it did so in ways that cascaded. The Panic of 1907, triggered by a failed attempt to corner the copper market, did not arise in isolation; it revealed a system already stretched to its limits. The NYSE lost 50% of its value and J.P. Morgan himself used his own capital to prevent a total collapse.

Political life followed suit. Populist movements (political approaches based in antagonism, “us vs. them” dynamics, and leaders dubiously claiming to represent the “will of the people”) gained traction, not as fringe reactions but as responses to a serious imbalance between concentrated power and distributed consequence.

Labor unrest intensified and the first unions were created in response to dangerous working conditions and the absurdity of standardized 72-hour work weeks. The language of “the people” versus “the system” began to crystallize. Trust in institutions did not vanish, but it became highly conditional. Pressure built for reform, but reform lagged in part because the rich and powerful didn’t experience the same need for change. It was fashionable for the nouveau riche to flaunt their wealth and they partied hard.What is striking, in retrospect, is not any single development but the pattern.

Communication accelerated and destabilized the emotional tone of the public. Economic power concentrated faster than it could be regulated. Identity became more reactive and more collective at the same time. The system did not collapse, but it entered a state in which it was clearly no longer operating at a stable equilibrium. It required adjustment, but the mechanisms of adjustment were not yet fully formed.

Now consider the present.

Over the past decade, the United States has undergone a shift that is often described in technological or political terms, but those descriptions tend to miss the underlying structure. Social media platforms did not simply add new channels of communication; they transformed the communication layer into the dominant driver of social reality. Information now moves instantly, globally, and with minimal filtration. The boundary between private perception and public narrative has collapsed.

As in the earlier period, the result is volatility. Emotional tone fluctuates rapidly. Outrage cycles form and dissolve within hours. Misinformation spreads not because it is persuasive in a traditional sense, but because it is compatible with the dynamics of amplification. The system rewards engagement, and engagement is driven by intensity.

Economic concentration has followed a parallel trajectory. A small number of technology companies now mediate vast portions of communication, commerce, and attention.

Their reach exceeds that of the industrial monopolies of the past, not only in scale but in scope. They do not simply control production or distribution; they shape perception itself. As before, efficiency has increased, and so has systemic risk. Failures propagate quickly, and corrections lag behind innovation. AI, for example, is a serious existential threat to humanity (if not at least our ability to think critically) and is failing to be regulated. Governments are just now beginning to enact laws that limit children’s access to social media.

Political life again reflects these pressures. Populist movements have re-emerged, cutting across traditional alignments. Institutional trust has eroded, not as a singular collapse but as a gradual withdrawal of confidence. Public discourse has become more polarized, not only because of ideological differences but because the structure of communication amplifies division. Identity is negotiated in real-time, often in opposition to perceived threats, and the speed of that negotiation leaves little room for stabilization.

The parallels are difficult to ignore. In both periods, the communication layer expands and accelerates, outpacing the system’s ability to regulate it. In both periods, economic power concentrates, creating efficiencies alongside vulnerabilities. In both periods, political and social identity become more reactive, more collective, and more unstable. In both periods, the system enters a state of heightened activity without corresponding coherence.

There are differences, of course, but ones that disfavor our current situation. The current cycle operates at a far higher velocity. Information moves not at the speed of telegraph lines but at the speed of global fiber and satellite networks. Participation is not limited to publishers and institutions; it is distributed across billions of individuals. Feedback loops are tighter, more immediate, and more difficult to interrupt. What took months or years to unfold in the earlier period can now occur in days or even hours. A meme created (especially by a president) in minutes can travel the world and be seen by a billion people in the same amount of time.

Yet the underlying pattern is the same as in the previous period. A layer of the system that governs how information is shared and processed becomes amplified beyond its previous limits. That amplification destabilizes the mechanisms by which collective experience is regulated. The system adapts, but not immediately. It oscillates and produces both innovation and distortion. It moves toward a new equilibrium, but only after passing through a phase in which the old equilibrium breaks down.

Most explanations of these periods focus on proximate causes. In the earlier era, the narrative centers on industrialization, monopolies, and reform movements. In the present, it centers on technology, globalization, and political polarization. These accounts are partial and describe what is happening without fully accounting for why similar patterns emerge at different points in time.

One way to make sense of this recurrence is to look not at the surface events but at the underlying structure of timing. If one takes the widely used Vedic Astrology chart for the United States and applies its timing system, a pattern appears. The period from the late nineteenth century into the early twentieth falls within a major period infamously associated with amplification, destabilization, and boundary-crossing. The current period, which began in 2015, is its return.

This does not explain the events in a deterministic sense, but it does provide a fascinating framework for understanding why similar dynamics might emerge at different historical moments. The same structural function is being activated under different material conditions. In one case, it expresses through telegraphs and newspapers; in the other, through digital networks. The technologies differ, but the underlying pattern (amplification of the communication layer, destabilization of regulation, and delayed systemic correction) remains consistent.

Seen this way, the present is not an anomaly but a recurrence. The system is again operating under conditions that increase its capacity while simultaneously challenging its ability to maintain coherence. The outcome is not predetermined. In the earlier period, the response included regulatory reform, institutional adaptation, and a gradual rebalancing of power. Whether a similar adjustment will occur now depends not only on the forces driving change, but on the system’s capacity to recognize the pattern it is in and respond before instability becomes collapse.

That’s where you come in, because you are part of this system.

If the pattern is real, then the practical question is not how to stop it, but how to operate inside it without being organized by it.

In periods like this, the primary distortion is not only external. It is internalized via the communication layer. The system amplifies signal, and individuals begin to live inside that amplification. Attention fragments, emotional tone destabilizes, and reaction replaces response. The environment does not need to be controlled for this to happen. It only needs to be consumed.

The first step is therefore structural, not moral: reduce exposure to unfiltered amplification. This does not mean disengaging from reality. It means recognizing that the dominant frequency of reality in this period is not neutral. It is designed to intensify, accelerate, and fragment. Without intervention, it will set the baseline for your internal state. Limiting frequency, constraining input windows, and selecting sources deliberately are not acts of avoidance. They are necessary acts of regulation.

The second step is to separate detection from reaction. In an amplified environment, you will notice more. Subtle misalignments, inconsistencies, and distortions become visible more quickly. This can create the impression that something must be done immediately, whether that’s true or not. The ability to register a signal without collapsing it into interpretation or action is critical. If you act at the speed of the system, you will replicate its instability. If you allow signals to repeat and clarify, you begin to distinguish between noise and pattern.

The third is to restore domain integrity. One of the defining features of these periods is boundary erosion. Personal, professional, and collective domains bleed into one another through constant connectivity. The result is that everything feels equally urgent and equally relevant when they are not. Deliberately re-establishing boundaries (what belongs to your direct responsibility, what belongs to your work, what belongs to the broader system) reduces unnecessary load. Without this separation, the system attempts to process everything at once, overwhelms, and fails.

The fourth is to identify your primary compensations. Under pressure, you will default to the functions that are most available to you. For some, this is analysis; for others, control, relational smoothing, or withdrawal. These strategies work (to some degree), which is why they are used. They also maintain the imbalance that produces suffering. The task is not to eliminate them, but to see when they are being used to avoid developing a weaker function. When the system reaches for what is easy, that is often the point at which development is being bypassed.

The fifth is to tolerate instability without immediately resolving it. This is the most difficult and the most important. The current environment conditions you to seek rapid closure. Every question demands an answer, every ambiguity a position. Development now requires the opposite. It requires the capacity to remain in contact with what is not yet resolved without collapsing into premature certainty. This is not passivity, but rather the condition under which more accurate alignment becomes possible.

Finally, recognize that not all activity is progress. Periods of amplification create the illusion that constant engagement is necessary. It is not. Much of what is happening is the system working through its own imbalance. Your task is not to match its pace, but to maintain your own coherence within it. That coherence is built through selective attention, disciplined engagement, and the deliberate development of functions that are not yet stable.

The pattern will run its course. The question is whether you will be organized by it or whether you will use it as an opportunity for development. Those are our choices.