Uploaded on Apr 10, 2020
PPT on Google Brain
Google Brain
Google Brain What is Google Brain? • Google Brain is a deep learning artificial intelligence research team at Google. Formed in the early 2010s, Google Brain combines open-ended machine learning research with systems engineering and large-scale computing resources. Source: Google Images Capturing headlines • Google Brain, which began in 2011, by Jeff Dean, Greg Corrado, and Andrew Ng is an Artificial Intelligence system based on open learning that has been capturing headlines all over the world. Only a year after being fully developed, i.e., in 2012, it trained itself to identify the image of a cat based on 10 million images Source: Google Images Functioning • Google Brain, as the name suggests, is meant to replicate, as closely as possible, the functioning of a normal human brain. And the team behind it has been largely successful in doing the same. In October 2016, the people behind the Brain tried to conduct a basic simulation of human communication between three AIs: Alice, Bob and Eve. Source: Google Images Alice, Bob & Eve • The purpose was to have Alice and Bob communicate effectively, without Bob misreading Alice’s messages and without Eve intercepting them. The study showed that for every round where they failed to communicate properly, the next round showed a significant improvement in the cryptographic abilities of the two AIs. Source: Google Images Replicating humans • Even though a normal person might think that cryptography as such is largely absent from normal human communication, nothing could be further from the truth. We communicate not only through words but also gestures – waves, eye rolls, and sighs. Had it not been for the long years that we have spent in society, undergoing the process of socialization, we would never have learned how to decode “these signals” – eyeballs, hand taps, body positioning. Source: Google Images Google Translate • The Google Brain also contributed to Google Translate. In September 2016, Google Neural Machine Translation was launched. The team behind Google Brain pioneered a Multilingual GNMT System which amplified the previous one by enabling translations between multiple languages, thereby bolstering Google Translate on the whole. Source: Google Images Google Scale • As part of Google and Alphabet, the team has resources and access to projects impossible to find elsewhere. Their broad and fundamental research goals allow them to actively collaborate with, and contribute uniquely to, many other teams across Alphabet who deploy the cutting edge technology into products. Source: Google Images Open Culture • Google believes that openly disseminating research is critical to a healthy exchange of ideas, leading to rapid progress in the field. As such, they publish their research regularly at top academic conferences and release tools, such as TensorFlow, as open source projects. Source: Google Images Future • Humans will be able to get answers to any questions they may have without making a sound or typing anything, with the help of Google Brain. It can then deliver tailored lessons catered to each individual. There’s even talk of AI devices being able to read facial expressions to determine whether the student is reacting positively or negatively to different learning methods. Source: Google Images
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