Data science
fromPsychology Today
5 hours agoIs Algorithmic Asymmetry Reshaping How We Think?
Algorithmic asymmetry creates unequal access to information and decision-making, impacting individuals across various aspects of life.
With its Alpha series of game-playing AIs, Google's DeepMind group seemed to have found a way for its AIs to tackle any game, mastering games like chess and by repeatedly playing itself during training. But then some odd things happened as people started identifying Go positions that would lose against relative newcomers to the game but easily defeat a similar Go-playing AI.
Kantar's codebase was legacy old. The kind of technical debt that isn't a line item on a sprint board but a structural reality that shapes every decision the company makes. Rebuilding the architecture to support what I'd designed would have cost more than the organization was willing to invest, regardless of the Barilla deal sitting on the table.
We watch people lying, and we know they're lying. And also, you watch people dealing with lying not very well and not enjoying it. The lying, backstabbing and manipulation the game inspires does indeed make for delightful TV viewing.
In Texas Hold'em poker, players wager on the best five-card hand they can make among the two cards in their hand and the communal ones on the table. Hands are ranked based on their probability of occurring. A full house, for example, with three cards of the same value (fives or kings, for instance) and two cards of another, is less likely than a flush with any five cards of the same suit. A full house therefore beats a flush.
Which Algorithm Is This? If you step back, this maps almost perfectly to the Top K Frequent Elements problem.We usually solve it for integers in a list. Here, the "elements" are audience profiles age and body-type combinations. First, define what an audience profile looks like: case class Profile(age: Int, height: Int, weight: Int) What we want is a function like this:
Online poker is a game of intensity, wit and strategy. It demands quick thinking and constant decision-making. Players need to have an astute ability to use their intuition and evaluate all the given information under immense pressure. For most players, their dips in performance around the table are primarily affected by choice fatigue rather than the presence of excellent opponents or bad luck.
Time pressure, limited information, confusion, fatigue, and mortality salience combine to set the stage for decision-making errors, sometimes with grave consequences. An example is the downing of Iran Air Flight 655 by a missile launched by the USS Vincennes in 1988, resulting in the death of 290 passengers and crew. In a time of heightened tension between the U.S. and Iran, the captain of the Vincennes misidentified the airliner as an incoming hostile aircraft and ordered his crew to shoot it down.