Max Zhu

HAPPY ZARGATES WEEK! May this week be filled with positivity, creative success, and may luck be on our side! Say it back - we need that too! BUILDING TOGETHER Only a few days left until the launch of PvP Vibe - an AI game creation platform. The idea of uniting creators from all over the world to create a single product is becoming a narrative in which more than 200 people are already participating today! And we are so happy to see such a response in your hearts and notice that every week the number of creators is increasing, the quality of work is improving, and this is incredibly cool, because together we are building the greatest lore in the history of gaming. THE BATTLE FOR THE ZIGGURAT We continue working with you on the most epic game battle of your life. We remind you that we are running a contest for creating a boss battle video and capturing the Ziggurat - one of the key locations in Valdir. Each participant receives a permanent discount on the use of PvP Vibe services, a special NFT with a reward from $10 to $5000 for deposit, and the best works share $1000 among themselves. Deadline: Wednesday 29 April, 9pm UTC Thank you, dear friends, for your submissions, as they greatly inspire us! Together, we will build a leading company, and this will become a true game changer in our lives!

This article should be mandatory reading for every medical student, PhD candidate, researcher—and honestly, for anyone who mistakes expertise for certainty. “The importance of stupidity in scientific research” sounds provocative, almost offensive. But Martin Schwartz is not glorifying incompetence. He is describing the real operating system of discovery. Science is not built on knowing. Science is built on tolerating not knowing. That distinction matters. Most of education rewards correctness. School teaches us to answer. Exams reward speed, certainty, and precision. You feel intelligent when you get things right. Research is the opposite. Real research begins exactly where competence ends—at the frontier where nobody knows the answer, including the people you thought must know. That moment is psychologically brutal. You ask the expert. The expert shrugs. You assume you’re missing something. Then you realize: no—this is the work. You are not failing. You are standing at the actual boundary of knowledge. That feeling—“I must be stupid”—is often not a sign of inadequacy. It is often the first sign that you are finally asking an important question. Medicine struggles with this. We train doctors to avoid uncertainty, to fear being wrong, to perform confidence. But the best clinicians and the best scientists know how to sit inside ambiguity without collapsing into fake certainty. This is why AI in medicine also deserves caution. Systems trained only to reproduce established answers may become extraordinarily good at passing exams while being terrible at discovering what matters next. Guideline intelligence is not the same as scientific intelligence. Discovery requires productive stupidity: the willingness to stay with the uncomfortable, to look ignorant, to ask naïve questions, to be wrong repeatedly without protecting your ego. Most people want the authority of expertise. Very few want the humiliation required to earn it. But progress lives there. Not in certainty. Not in performance. Not in sounding smart. In the quiet discipline of saying: “I don’t know… yet.” And continuing anyway.

This was very awesome