Uploaded on Mar 2, 2021
PPT on Evolution of Artificial Intelligence.
Evolution of Artificial Intelligence.
Evolution of Artificial Intelligence Artificial Intelligence (AI) • Artificial intelligence is a branch of computer science dealing with the simulation of intelligent behavior in computers. • When a machine can make intelligent decisions, it can be referred to as being intelligent- artificially. Source: www.lftechnology.com When did the AI surge begin? • Back in the 1800s, AI was limited in myths, fiction, and speculation. Classical philosophers envisioned machines integrated into human beings. • The real initiation in AI began in 1956. The seed that led towards an AI future was a workshop in Darthmod College, attendees of which were claimed as AI leaders for decades to come. Source: www.lftechnology.com AI surge began with some major goals • Teach machines to reason in accordance to perform sophisticated mental tasks • Knowledge representation for machines to interact with the real world as humans do • Teach machines to plan and navigate around the world we live in Source: www.lftechnology.com Enable of AI • Enable machines to process natural language • Train machines to perceive the way humans do- touch, feel, sight, hearing, and taste • General Intelligence that included emotional intelligence, intuition, and creativity Source: www.lftechnology.com Evolution in 21st Century • The 21st century, however, brought the concept quickly back to life proving Moore’s law. The heavy processing power that tiny silicons hold today has made AI feasible in the current context, also enabling to build improved algorithms. Source: www.lftechnology.com Democratization of AI knowledge • The democratization of AI knowledge that began when world-class research contents were made available to the masses- starting with MOOCs from Stanford University with Andrew NG and Intro to ML by Sebastian Thurn and Katie Malone from Udacity. Source: www.lftechnology.com Data and Computing Power • Data and Computing Power (cloud and GPU) that made AI accessible to the masses without enormous upfront investment or being a mega-corporation. Source: www.lftechnology.com Proliferation of new frameworks • In 2015, there was a proliferation of new tools and frameworks that made exploring and operationalizing production-level AI feasible to the masses. • Numerous organizations have been founded with the democratization of AI like FastAI and OpenAI. Source: www.lftechnology.com AI Platforms • In the past two years, AI as a service has taken this a step further, enabling easier prototyping, exploration, and even building sophisticated and intelligent use-case specific AI’s in the product. • There are platforms like Azure AI, AWS AI, Google Cloud AI, IBM Cloud AI, and many more that provides AI as a Service. Source: www.lftechnology.com Future of AI • More companies are trying to apply AI to solve problems and build an AI strategy in the organization. • With further advancement in technology, a future with humans and machines living together seems possible. Source: www.lftechnology.com
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