Artificial intelligence uses machines -- generally, computers -- to mimic human intelligence. Although there are debates about its utility, AI has become common in applications that range from the creation of generative chatbots to the selections displayed in your Netflix queue. Read on to learn more about this rapidly growing field and what it might mean for your investment portfolio.
Artificial Intelligence:
Once a staple of science fiction -- think, Frankenstein -- artificial intelligence, or AI, is commonly used by billions of people. Although there’s no set definition, it’s generally agreed that artificial intelligence is the use of computers to mimic human judgment. These days, it’s used by almost every industry, often in ways that are too subtle to be noticed.
1. Machine learning
The idea behind machine learning is to use sample data to train computer programs to recognize patterns based on algorithms. Machine learning programs allow computers to do things without being programmed. The efficiency of machine learning generally depends on the algorithm.
2. Neural networks
Neural networks are computer systems designed to imitate the neurons in a brain. The networks are designed to learn via processing examples, using a well-understood input and a predicted result. As the network gains experience, its output mirrors the targeted result.
Natural language processing is often confused with simple speech recognition. It certainly includes the ability to understand speech, but it involves more than simple audio-to-text (and vice versa) translations. One of the goals of natural language processing is the design of a computer to fully understand and analyze documents.
The use of robots dates back hundreds of years, but machines that could assist people without actual human involvement are considerably newer. One of the first autonomous robots was installed in 1961 and used to lift hot pieces of metal from a machine. Since then, robots have become far more common. They're used in applications ranging from space exploration to vacuuming your carpet.
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