NonTrivial

We're taught that learning requires a plan: study the fundamentals, follow a curriculum, master the prerequisites, and only then start doing. But what if that approach is actually holding us back? In this episode of NonTrivial, I argue that the deepest learning comes from exposure. Jumping into unfamiliar situations, experimenting, making mistakes, and discovering how things work for yourself. Using examples, I explore why following someone else's structure can produce fragile understanding...

We're taught that compromise is a virtue. But what if it's often a failure to find a better solution? Compromise typically means weakening two objectives until neither party gets what they really wanted. There's another approach: find the intersection. In this episode we explore how the molecular mechanism behind human vision reveals a surprisingly powerful approach to solving everyday problems. Using conical intersections and mathematical optimization we uncover five practical principles ...

What if the best way to build something is to start with the entire finished thing, even when you know it's going to be wrong? Most people approach creation sequentially. Finish the first part, move to the next, and gradually work toward the final product. But there's a fundamental problem with this approach: you can't understand how the pieces should work until you see how they interact. In this episode of NonTrivial, I explain why your first draft should always be the entire thing, wheth...

What if trying to do everything properly is exactly why you never finish anything? Going deep doesn't have to mean going slow. In this episode, I explain why mastering every detail from the beginning is often the wrong approach, and how working in layers lets you build deeper understanding while moving faster. The key is simple: Get your depth through structural iteration, not sequential completion. Support the show Members: Join for full access to additional talks, practical exercises, mem...

Thinking harder doesn’t always make you smarter. At some point, without new information, thought becomes rumination. In this episode, I explain why action changes the probability distribution of your future, why overthinking is computation without new data, and why the best way to make better decisions is often to stop thinking and perturb the real world. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

Following your passion doesn’t mean finding a job that perfectly matches it. Your passion should be the generator: the thing that builds your skills, produces ideas, and makes you unusually good at what you do. In this episode, I explain why you should protect your passion from the market, keep creating, and let the overlap with the economy emerge naturally. Then build a commercial arm around what the market actually values. Support the show Members: Join for full access to additional talks,...

For centuries, we’ve treated mathematics, logic, and analytical reasoning as some of the highest expressions of human intelligence. Then AI came along, and started automating them first. In this episode, I argue that this isn’t a coincidence. Mathematics and computer programming are unusually closed, symbolic, rules-based forms of thought. They can be extraordinarily powerful, but the very properties that make them precise also make them particularly amenable to machines. Meanwhile, many o...

We spend our lives chasing closure; in our careers, relationships, beliefs, identity, and definitions of success. But reality rarely fits the neat version we have in our heads. In this episode, I explore why chasing closure creates so much frustration, why some things in life need to remain open, and how finding closure at the right level can give us something stable to navigate by. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and ...

We all have opinions, but many of us suppress them to avoid friction. In this episode, I argue that the cost of staying quiet is often higher than the cost of speaking up. Honest opinions create better signals, better relationships, better decisions, and better opportunities. The key is learning to be calm and blunt at the same time: state what you think clearly, without anger, without demanding agreement, and without needing immediate resolution. Friction is often where the most important...

Most people try to become useful by learning skills the world has already decided are valuable. But there may be another path: become exceptionally good at something you’re naturally drawn to, even if it seems “useless,” and let the useful application emerge later. In this episode, I explore why unusual abilities often become valuable only after they’re developed deeply enough for other people to recognize what they can do with them. Maybe the mistake is trying to predict usefulness too ea...

In this episode, I discuss why expectation isn’t the same as preparation, and how long-held predictions can quietly limit your ability to adapt. I explore the hidden costs of committing too strongly to a specific outcome, the neuroscience behind prediction failure, and what simple organisms can teach us about navigating uncertainty. The key shift: stop asking “did this work?” and start asking “what did this teach me?” Support the show Members: Join for full access to additional talks, practic...

If you're an authentic creator, get ready; people are going to start calling your work AI-generated. Not because you used AI, but because AI has become so good that genuine quality now raises suspicion. In this episode, I dig into why this is happening, what it says about creativity itself, and why the common arguments against AI creativity don't hold up scientifically. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyo...

In this episode I discuss why distraction isn’t the enemy modern society makes it out to be. From school to the workplace, we’re taught that focus is everything and distraction is a flaw to eliminate. But what if distraction is actually a discovery mechanism; a natural, evolutionary feature of the mind that helps us explore possibilities, make unexpected connections, and ultimately solve harder problems? I explore how productivity culture and exam-based education pathologize distraction, why...

In this episode I discuss why popular “fix your life” advice often fails, and explain how real, lasting change comes from focusing on a few deep structural levers rather than long lists of habits. I break down how confidence, discipline, and consistency are usually byproducts, not goals, and introduce three core constraints that can reorganize your life: identity, delivery, and rare skill. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As...

In this episode I discuss why obsessing over speed and efficiency often slows real progress, and how treating time as the main variable causes people to optimize before they understand what actually matters. I explain that in complex domains like learning, creativity, startups, and decision-making, progress comes from uncovering underlying structure, not from doing more work faster. By focusing on depth, constraints, and conceptual insight, the space of possibilities collapses, breakthroughs ...

In this episode I discuss why real understanding and skill come from direct contact with meaning, rather than from verbalization, explanation, or rigid procedure. Using reading, intuition, music, and sports as examples, I explain how meaning is grasped before it’s put into words. I explore how humans naturally decode complex, subtle signals, often knowing something is right or wrong without being able to explain why, and how this same capacity underlies deep learning and mastery. Over-focusi...

In this episode I discuss why strict scheduling goes against the way nature and human creativity actually function. Real progress often appears in spontaneous gaps throughout the day, much like discoveries and insights in science and art that arise unexpectedly rather than through planning. I explain that people struggle with this approach because they feel a kind of energy barrier before starting. This barrier is related to memory. We forget where we left off, so returning to a task feels h...

In this episode I discuss how building your own constraints can turn fleeting insights into structure, protect your growth, and help you stay aligned with who you’re becoming. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I discuss the difference between learning rules and recognizing patterns, arguing that genuine understanding comes from immersing yourself in real environments rather than relying on isolated fundamentals. Through examples like chess, programming, language acquisition, and piano, I emphasize that patterns are felt and latent, not definable by textbooks. True learning requires exposure, courage, and creativity. Support the show Members: Join for full access to additional talks,...

In this episode I discuss the idea that attitude must come before action and results, and that true growth requires courage. I explore how mindset shapes behavior, why resilience emerges from maintaining the right outlook, and how stepping into uncertainty allows new patterns to form. By embracing risk and venturing into the unknown, we create the conditions for authenticity, discovery, and ultimately wisdom. Support the show Members: Join for full access to additional talks, practical exerci...

The episode is about how true peace of mind comes from discovering and practicing a personal process—the “how”—that aligns with who you are, rather than chasing external categories or “what” you do. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I discuss the importance of capturing the essence of things—the single core idea or statement that strips away noise and redundancy while anchoring creativity, learning, and performance. I explain how identifying this essence makes thought and action more efficient, portable across domains, and naturally generative, whether in writing, storytelling, life decisions, or science. Support the show Members: Join for full access to additional talks, practical exercises, member Q&...

In this episode, I discuss why relentlessness is the mother of all skills, enabling us to push forward despite frustration and setbacks. I explore how techniques and mindsets serve as anchors but ultimately subsume into the higher-level purpose of relentlessness. Through examples from nature, engineering, and AI, I show how consistency of effort amidst life’s complexity leads to long-term growth. Support the show Members: Join for full access to additional talks, practical exercises, member Q...

The extremely effective skill of recognizing and following the patterns that move us. And the detrimental, interfering behavior of attempting to explain those patterns. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I argue that we should choose to work on the first thing that comes to mind, rather than prioritize. While such behavior will cut into the time you would have spent on some other more prioritized task, it will be absolutely worth it. Choosing the non-prioritized action means much more movement, increasing the transition dynamics inside your state of possibilities. The long run outcomes are far better when you work on it the moment you think about it. This is all to highlight a...

In this episode I discuss how doing everything in a day is almost always an impossibility, but is in fact possible if you learn to categorize your work in a fashion akin to how nature operates. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I discuss how making decisions in an uncertain world is best handled, not through explicit weighing of choices, but by focusing on high level targets (like balance) that cut through the noise. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I discuss how reading should be done for more than just entertainment and knowledge. Reading should be done every day to train the mind in extended concentration, maintaining a single thread of thought, and holding your attention deliberately. I discuss what I think it means to read well, and show how this skill goes well beyond just reading, amplifying our personal and professional lives. Support the show Members: Join for full access to additional talks, practical exercises,...

In this episode I discuss the importance of creating a physical snapshot of your life, to add meaning and direction to your efforts. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I discuss the idea that our environment should make the "decisions" for us, when it comes to crafting our lives and the things in it. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I discuss the new direction engineering is headed, and why it sounds to many as unsophisticated. It's a "throw everything in a pot to see what happens" outlook on how to build things, which I argue is in fact a far more sophisticated approach than best-laid plans. Something we should learn to embrace in our creativity and life in general. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I argue that platforms like X are in fact a better source of truth than mainstream news outlets, despite their errors and lack of expertise. I lay out the underlying mechanism behind how truth persists in large collectives, and show how natural dynamics in large complex systems effectively materialize truth. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I talk about a recent comment made by Ben Affleck, suggesting that AI does not currently create. I challenge this, outlining how AI follows the same overall approach to creativity as humans. Further, I argue that our creativity should be challenged by AI, as this ensures we challenge ourselves to be as humanly creative as possible. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I discuss what I believe is missing from almost all debates today; an understanding of the dynamics at play in the systems being discussed. I argue that knowledge of natural systems and their dynamics can land debates on something more rigorous and true than the mere swapping of facts. O'Connor / Shapiro Debate https://www.youtube.com/watch?v=j7rtkLJqbxM Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at...

In this episode I discuss the importance of placing guarantees in your life, to ensure you biggest realizations get folded into your processes going forward. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

Externalizing your memory to machines ultimately makes you less productive. It feels like the opposite when you first do it. That’s what today’s products depend on. But what feels like an advantage is really just seeing the isolated definition of a task become optimized. Real world tasks do not function according to such isolation definitions. In the long run, externalization causes you to do many things you wouldn’t have done; things that are grossly counterproductive, but ex...

In this episode I discuss the potential of the human mind in terms of assumed versus actual boundaries. People frame their mental potential in terms of space and time complexity (although most don't call it that); in other words, they assume their potential is limited by the speed and space of the task (how much time it takes, the amount of raw information involved). But nature computes in ways that are very different from how computation gets defined and analyzed by scientists. In this episo...

You can read more effectively by hovering above words and waiting until the text you thought would be too much to comprehend materializes in the mind. But if you try, sometimes it seems to work and sometimes it doesn't. But if you learn to hover and wait, it eventually always works. There is a universal pattern at play here, that occurs in many areas of life. In this episode I talk about the need to enter into situations imperfectly, then "hovering" and waiting until you again achieve what wo...

In this episode I discuss how to be more niche in your life and with your projects, and why that's the only way to truly grow. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I discuss how standing too close to the techniques we use can end up ruining their ability to help us. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I argue that all that is required to produce your best work is the title of that work. The title captures the essence of what you're hoping to communicate, while everything else can be achieved automatically. The "everything else" includes the structures, transitions and details that will appear very deliberate, and at times even "academic", yet in reality came about my simply bringing your automatic self to the essence of what you hope to communicate. Support the show Members...

Most of us want some kind of work-life balance. We tend to assume this means creating a distinct separation between when we work and when we play. In this episode I argue that balance is more naturally achieved when we bring work and life together into a single flow. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I argue that it often makes more sense to go through life caring less. In today's society we are told we need to care more about how we look, how we speak, what we contribute to, etc. But we all care by default, and the real challenge is caring less about things that don't matter. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I talk about the need to realize that we are always in a war of some kind. This is true for our personal lives as much as society. If we stand for anything, than we must accept that messy friction is a part of life, and that embracing this reality leads to less problems in the long run. If we believe in anything, we must be willing to pick up the sword. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon....

In this episode I look at the online judgement directed at those who post reading lists. I argue that what really matters is not so much what you read, but how you read, since the information you are after can only be gleaned by reading many different books. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode, I discuss the recent assassination attempt on Donald Trump, and the ongoing criticism regarding the performance of the Secret Service. I argue that while diversity is critically important, when forced, it ends up creating more problems than solutions. I show how both the Left and the Right are in fact committing the same transgression, assuming they know what diversity is supposed to look like. I argue that diversity must be allowed to emerge naturally, using proper definitio...

In this episode I talk about a study that says smarter people listen to less music. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode I discuss the problem with thinking we know what smart looks like. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.

In this episode, I challenge the idea that we can learn effectively by "learning from scratch." I discuss how starting with the basics runs learning in the wrong direction, and how genuine learning only happens when we embed ourselves inside real environments. I use the difference in strength between bodybuilders and naturally strong individuals to highlight the problem with trying to design our learning artificially. You can find my published book on Amazon: https://www.amazon.com/dp/B0D84Y...

Society has become a little too enamoured with analysis and explanation, at the cost of building real things. Nature only validates by making things that work. This is what true validation looks like; less talking, more pointing (at what has been made). In this episode I use Mike Tyson as an example of the difference between real and polished. Support the show Members: Join for full access to additional talks, practical exercises, member Q&As, and more at dekyon.io.