If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
The Elon Musk-backed OpenAI team has developed a machine learning system that has beaten "many" of the best pro Dota 2 players in one-on-one matches, including star player Dendi during a live demonstration at The International. The result is an AI that not only has the fundamentals nailed down, but understands the nuances that take human players a long time to master. And it doesn't take too long to learn, either; OpenAI's creation can beat regular Dota 2 bots after an hour of learning, and beat the best humans after just two weeks. One-on-one matches are far less complex than standard five-on-five matches, and it's notable that the machine learning system doesn't use the full range of tactics you see from human rivals.
A bot created by the Elon Musk-backed nonprofit OpenAI defeated champion human player Danylo "Dendi" Ishutin in two back to back demonstration matches. Vastly more complex than traditional board games like chess & Go. It's currently one of the most popular games from Valve, the publisher that organized last night's event, and one of the most popular competitive e-sports games worldwide. Perhaps most significantly, while Ishutin was defeated in a 1-on-1 match, DOTA 2 is normally played by opposing teams of five players each.
The result is an AI that not only has the fundamentals nailed down, but understands the nuances that take human players a long time to master. And it doesn't take too long to learn, either; OpenAI's creation can beat regular Dota 2 bots after an hour of learning, and beat the best humans after just two weeks. OpenAI hopes to have its bot mastering five-on-fives by next year's Invitational, though. What OpenAI has learned with Dota 2 might just translate to other fields where understanding subtleties can be crucial to success.
Vastly more risk than North Korea," Musk tweeted after his $1 billion startup, OpenAI, made a surprise appearance at a $24 million video game tournament Friday night, beating the world's best players in the video game, "Dota 2." Musk claimed OpenAI's bot was the first to beat the world's best players in competitive eSports, but quickly warned that increasingly powerful artificial intelligence like OpenAI's bot -- which learned by playing a "thousand lifetimes" of matches against itself -- would eventually need to be reined in for our own safety. The Tesla and SpaceX CEO warned in 2016 that, if artificial intelligence is left unregulated, humans could devolve into the equivalent of "house cats" next to increasingly powerful supercomputers. "I think one of the solutions that seems maybe the best is to add an AI layer," Musk said.
Elon Musk, noted artificial intelligence worrywart, backs the tech firm behind a robot brain that was smart enough to take down a Dota 2 pro this week. The goal is to eventually assemble a full team of AI bots for 5v5 matches and, further down the road, to mix AI players in with human players on a single team. As you weigh all of this, remember again: Elon Musk, AI fearmonger extraordinaire, is an OpenAI founder. Teaching a robot brain to play battle-oriented strategy games... what could go wrong?
Tonight during Valve's yearly Dota 2 tournament, a surprise segment introduced what could be the best new player in the world -- a bot from Elon Musk-backed startup OpenAI. Engineers from the nonprofit say the bot learned enough to beat Dota 2 pros in just two weeks of real-time learning, though in that training period they say it amassed "lifetimes" of experience, likely using a neural network judging by the company's prior efforts. Dota 2 is an astoundingly complex game in which two teams of 5 players compete to siege and destroy the opposing team's base. Elon Musk founded OpenAI as a nonprofit venture to prevent AI from destroying the world -- something Musk has been beating the drum about for years.