AI Can't Tell You Why It Did Something

The problem comes when the database and the engine go from )ach to oracle. It happens quite often that I will ask one of the students about a move from one of their games, and why he made it. If the move comes early on, the answer is almost always, "Because that's the nain line." That is, that's the theoretical move in the database, likely 5layed by many Grandmasters before. Sometimes the move isn't thery, but the student prepared it with the help of an engine, so the anwer is similar: "It's ...

 The Insecure Overachiever

Exacerbating this problem, elite professional organizations deliberately set out to identify and recruit “insecure overachievers” — some leading professional organizations explicitly use this terminology, though not in public. Insecure overachievers are exceptionally capable and fiercely ambitious, yet driven by a profound sense of their own inadequacy. This typically stems from childhood, and may result from various factors, such as experience of financial or physical deprivation, or a...

 Knowledge Work

The growing importance of knowledge as an economic resource reflects the fact that, as economies and production technologies develop, they become ever more complex and specialized, leading to increasing coordination costs. In the language of information economics, the organizational or informational task of coordinating the diverse steps in the productive chain grows, as the number of transactions within and among productive units increases (Joncher, 1983). Logically, the increasingly complex...

 The Problem with American Politicians Being Lawyers

The job of the politician in America, whether at the local, state, or naA tional level, should be, in good part, to help educate and explain to people what world they are living in and what they need to do if they want to thrive within it. One problem we have today, though, is that so many American pobliticians don't seem to have a clue about the flat world. As venture capitalist John Doerr once remarked to me, "You talk to the leadership in China, andid they are all the engineers, and they g...

 With Educational Games, Even if the Kids Don't Get It, Yo...

...where does probability theory come from? What is its source? Clearly, like many other sciences, like arithmetic itself, probability theory emerged from observations of certain real-world phenomena, namely, random, unpredictable phenomena. And it is exactly these kinds of observations—fundamental to the formation of science—which are worth making together with kids. Well, not all of them, of course, just the simplest ones. Besides, kids are making them on their own; e.g., when they play...

 Distracted and Obsessed with Politics

My Dear Wormwood, Be sure that the patient remains completely fixated on politics. Arguments, political gossip, and obsessing on the faults of people they have never met serves as an excellent distraction from advancing in personal virtue, character, and the things the patient can control. Make sure to keep the patient in a constant state of angst, frustration and general disdain towards the rest of the human race in order to avoid any kind of charity or inner peace from further developing. ...

 Outsourcing our Thinking to Algorithms and Those Who Engi...

...even as an algorithm mindlessly implements its procedures – and even as it learns to see new patterns in the data – it reflects the minds of its creators, the motives of its trainers. Amazon and Netflix use algorithms to make recommendations about books and films. (One-third of purchases on Amazon come from these recommendations.) These algorithms seek to understand our tastes, and the tastes of like-minded consumers of culture. Yet the algorithms make fundamentally different recommend...

 The Collector’s Fallacy and Tsundoku

One of my favorite Japanese words is tsundoku (積ん読). Aside from being a fantastic pun, I think it’s captures our shared problem pretty well: “Tsundoku” is the condition of acquiring reading materials but letting them pile up in one’s home without reading them. Buying books does not equal reading books. We all know that. Yet, so many end up victims of tsundoku anyway. Why? One problem, I think, is that collecting feels like learning. Each time we discover a new productivi...

 Learning Strengths: Map Readers and Explorers

I recognize Map Readers because they often like to work independently, but they are most comfortable when they have specifi c instructions or procedures to follow. Th ey often take more time and work deliberately, showing all their steps on homework or taking detailed notes in class or during group work. Explorers are the students who want to skip the detailed instructions and jump right into fi guring things out by trial and error. Th ese students are not likely to use estimation, even when ...

 Stanford d.school Design Thinking Process

Step 1: Empathy = Really get to know your user Use human-centered design process, which puts the user squarely at the center of the process. When designing, you start with identifying who you want to design for (your user) and really get to know them. 3 ways to get to know our user: Observation (what we observe them doing, in the environment we want to design for as well as in other similar and different environments, so we really get to know how they live and work, what they value, etc., ...