ib by kacharagadla

In 2016  Alexandr Wang, 20 , took time off from his graduate computer science studies at MIT. He headed to Silicon Valley to join his friend and fellow developer  Lucy Guo, 23 . Two years  earlier, Guo - a 2014 Thiel Fellow - had left her senior year at Carnegie Mellon to pursue her own tech career.  Now, little more than a year after Wang left Cambridge, the two are leading a $4.7-million startup.  Scale , “The API of Human Intelligence,” serves such giants as Alphabet, P&G, GM Cruise and more. From high school dropouts to Stanford Ph.D’s, most of the  Forbes 2018 30 Under 30 Class in Enterprise Tech  are augmenting Artificial Intelligence with indispensable human skills.  Both Wang and Guo have substantial experience in tech, including stints at Snap and Quora. So they know that despite the considerable hype AI is, as they describe it, “not ready for prime time.” And, like much of this year’s class, they took risks to create something...

Our brains are hardwired to make much of modern life difficult. This is especially true when it comes to dealing with uncertainty. On the bright side, if you know the right tricks, you can override your brain’s irrational tendencies and handle uncertainty effectively. Our brains give us fits when facing uncertainty because they’re wired to react to it with fear. In a recent study, a Caltech neuroeconomist imaged subjects’ brains as they were forced to make increasingly uncertain bets—the same kind of bets we’re forced to make on a regular basis in business. The less information the subjects had to go on, the more irrational and erratic their decisions became. You might think the opposite would be true—the less information we have, the more careful and rational we are in evaluating the validity of that information. Not so. As the uncertainty of the scenarios increased, the subjects’ brains shifted control over to the limbic system, the place where emotions, such as anxiety and fea...

Everybody makes mistakes—that’s a given—but not everyone learns from them. Some people make the same mistakes over and over again, fail to make any real progress, and can’t figure out why. “Mistakes are always forgivable, if one has the courage to admit them.” – Bruce Lee When we make mistakes, it can be hard to admit them because doing so feels like an attack on our self-worth. This tendency poses a huge problem because new research proves something that commonsense has told us for a very long time—fully acknowledging and embracing errors is the only way to avoid repeating them. Yet, many of us still struggle with this. Researchers from the Clinical Psychophysiology Lab at Michigan State University found that people fall into one of two camps when it comes to mistakes: those who have a  fixed mind-set  (“Forget this; I’ll never be good at it”) and those who have a  growth mind-set  (“What a wake-up call! Let’s see what I did wrong so I won’t do it again”...