Vikram Das 🧭

An Impotent Man never advertises his impotence. @vikramdas/an-impotent-man-never-advertises-his-impotence-d2220ef0435c" target="_blank" rel="nofollow noopener">medium.com/@vikramdas/an-…

Some fields work in theory but not in practice. Some fields work in practice but not theory. The uniqueness of economics is that it works in neither theory nor practice.

Those who treat humans as machines are also treating machines as humans.

You are treating a chaotic human life like a rigid mathematical equation. Society conditions individuals to think like empiricists. We falsely assume that abstract values like happiness and fulfillment can be quantified exactly like weight or length. I will demonstrate exactly how to break out of this flawed logic trap. First, you must understand why those mental scales refuse to tip. @sarah_hayes/1-mental-shift-that-makes-hard-choices-ridiculously-easy-95fd35ce10c6" target="_blank" rel="nofollow noopener">medium.com/@sarah_hayes/1…

Most people want to become followers. They just want to do their thing and be done with it. They don’t want the risk, the hassle, the responsibility and accountability, leadership comes with. But if you’re soemone who can’t stand things going wrong then it’s time to take on the stage and claim leadership. And don’t feel surprised if you don’t see much opposition. Because leadership crunch is real. Is there any wonder why the world’s leadership is not with the world’s brilliant, qualified or talented people? It’s with people who were brave enough to just stand up and say — I’ll be your leader. Do as I say. medium.com/write-a-cataly…

Yann LeCun (AMI Labs Founder): "The AI industry is completely LLM-pilled. Everybody is working on the same thing. They're all digging the same trench." LeCun explains why no lab dares break from the pack: "They are stealing each other's engineers. So they can't afford to do something different because if they start going on a tangent, they're going to fall behind the other guys. And so they're all doing the same thing." This groupthink is exactly what drove him out of Meta. "Meta also became LLM-pilled with sort of recent reshuffling. And it's fine, a strategic decision that maybe makes sense for them. It's just not what I'm interested in." For @ylecun, the problem runs deeper than strategy. LLMs are missing something essential about how intelligence actually works: "I cannot imagine that we can build agentic systems without those systems having an ability to predict in advance what the consequences of their actions are going to be. The way we act in the world is that we can predict the consequences of our actions and that's what allows us to plan." His broader critique is that the industry has mistaken fluency for intelligence. Language turned out to be the easy part. The hard part is the physical world. It's why we still don't have domestic robots or level-five self-driving cars, even though today's systems can pass the bar exam and write code.

Wars: you always know how, why, and when they start. You never know how, why, and when they end.

@DrTonyCarden @Ph_Aghion @erikbryn No! It really doesn't differ qualitatively from previous technological revolutions. That's the whole point. People like Dario present it as qualitatively different. They are just deluded or biased by their vested interests in magnifying the impact of their work.

Some doors are closed. Fine. Others are open. But you waste energy mourning doors that were never a fit anyway.

Build the business around your actual strengths, not around what the market seems to reward in other people.

Language model behavior cannot be controlled by language alone. The entire prompt engineering industry is built on refusing to accept this fact. @UnmistakableCEO skooloflife.medium.com/the-agentic-ai…

Five minutes after you are born, they will decide your name, nationality, religion, and sect, and you will spend the rest of your life desperately defending things you didn’t choose. — Schopenhauer  @Alltopstartups medium.com/personal-growt…

When people claim "they want peace", they often mean that they want submission. #TheLydianStone

People consume insight for free all day long. They reserve money for urgency.

The more resources an organization has, the less pressure it faces to find the elegant solution. Stephen Klein linkedin.com/posts/stephenb…

When confronted with evidence that contradicts our beliefs, we’re more likely to question the evidence than to update our views. fastcompany.com/91517078/stop-…

You do not need another quote. You do not need another podcast. You do not need more “awareness.” You need clarity. When life gets messy, most people cannot think clearly about their own situation. They know the theory, but they cannot apply it to themselves. Emotion clouds judgment. Fear distorts facts. Confusion multiplies. That is why I offer one-on-one conversations designed to help you find the signal in the noise. I bring 30+ years of experience across Fortune 10 companies, startups, and consulting environments, along with decades of observing how people think, struggle, decide, and change. I have coached and guided thousands of people through career questions, personal crossroads, and periods of uncertainty. What makes my approach different? I do not hand out generic advice. I listen carefully. I identify the real pattern. I apply first principles to your exact situation. Then I help you build a practical plan. My work draws on psychology, philosophy, technology leadership, pattern recognition, and the use of metaphors and stories to make the complex simple and actionable. If you are facing confusion, emotional overload, or a personal situation you cannot seem to solve alone, message me. I am offering a completely free session. DM me or book here: calendar.app.google/trkypkFdBDMBDe…

Stop treating clarity like it will arrive before action. You already know enough to move. Your real problem is not lack of insight. It is leakage of force. You consume, analyze, compare, explain, and revisit. That feels intelligent, but often it is disguised avoidance.

Stop feeding the states that weaken you. That means stop using agitation as a form of stimulation, stop rehearsing grievances, stop over-explaining yourself, stop trying to extract logic from emotionally charged situations, and stop using food, fantasy, endless reading, or scrolling as anesthesia. Those things give relief, but they also keep the loop alive.

A Nobel Prize winner spent his entire career proving that your brain lies to you constantly, and the most unsettling part is that the smarter you are, the more convincing the lies become. His name is Daniel Kahneman, and the research that earned him the Nobel Prize in Economics was not about markets or money. It was about the two systems running inside every human mind at all times, and why one of them is almost always in charge when you think the other one is. Here is what he found, and why it changes how you should think about every decision you make. Kahneman called them System 1 and System 2. System 1 is fast, automatic, emotional, and operates almost entirely outside your conscious awareness. It is the system that reads the mood in a room before you process a single word, that flinches before you hear the sound, that forms an impression of a stranger in milliseconds. System 2 is slow, deliberate, effortful, and exhausting. It is the system you engage when you do long division or carefully weigh a major life decision. The critical insight is not that these two systems exist. It is that System 2 is lazy by design, and System 1 runs the show far more often than any of us want to believe. The most dangerous finding in Kahneman's research is what he called the what-you-see-is-all-there-is problem. System 1 does not pause to ask what information might be missing. It builds the most coherent story it can from whatever data is currently available, then delivers that story to your conscious mind as a conclusion that feels like it was carefully reasoned. You experience the output of an automatic process as if it were the result of deliberate thought. The confidence feels earned. It almost never is. This is why cognitive biases are not character flaws. They are structural features of a brain optimized for speed. The availability heuristic makes you overestimate the probability of whatever comes to mind most easily, which is why people fear plane crashes more than car accidents and dramatic rare diseases more than the conditions that actually kill most people. The anchoring effect makes your judgment of any number heavily influenced by whatever number you heard first, even if that number was completely arbitrary. The halo effect makes your overall impression of a person contaminate every individual judgment you make about them, so the same resume gets rated more competitively when attached to an attractive photo. The part that Kahneman spent the most time on, and that most people resist the hardest, is what he called expert overconfidence. He studied stockbrokers, surgeons, military commanders, clinical psychologists, and financial analysts people at the absolute top of their fields with decades of experience and found systematic evidence that their confidence in their own judgments consistently exceeded the accuracy of those judgments. Experience in a domain does not eliminate cognitive bias. In many cases it amplifies it, because experts build elaborate mental models that feel comprehensive but are often just more sophisticated versions of the same shortcuts everyone uses. The most honest thing Kahneman ever said about his own research was that writing the book did not make him any less susceptible to the biases he spent fifty years documenting. He still felt the pull of every heuristic he described. The difference was not immunity. The difference was recognition, and the discipline to slow down in moments when the fast answer felt suspiciously easy. Knowing that your brain lies to you does not stop the lies. But it teaches you which moments deserve a second look before you trust the story you are already telling yourself.

Models create the emotional experience of control.