Artificial intelligence is rapidly developing, but how does it work? Experts explain.
Artificial intelligence (AI) refers to the development of computer programs that can perform tasks that would typically require human intelligence, such as visual perception, speech recognition, decision-making, and language translation.
The basic principle behind AI is to create algorithms that can learn from data and improve their performance over time. This is done using a combination of techniques, including machine learning, deep learning, and neural networks.
Machine learning is a method of teaching computers to recognize patterns in data, by providing them with large sets of labeled examples that are used to train the algorithm. These algorithms can then make predictions or decisions based on new, unlabeled data.
Deep learning is a subset of machine learning that involves the use of artificial neural networks, which are modeled after the human brain. These networks consist of layers of interconnected nodes, or “neurons,” that process information and make decisions.
Neural networks learn by adjusting the weights and biases of each node based on the input data, and the desired output. This process, known as backpropagation, allows the network to learn from its mistakes and improve its performance over time.
Overall, AI is a complex and rapidly evolving field, with many different approaches and techniques used to create intelligent systems. While the specifics of how AI works can be quite technical, the basic idea is to develop algorithms that can learn from data and improve their performance over time, much like humans do.
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AI Quotes
- “Robot lawyers would make sense given the tricky road we’re inevitably facing when it comes to robotics law and maybe even robot rights. If robots become the subjects of laws and protections, then perhaps they should learn how to navigate the system. Of course, as with everything else, we run the risk of being surpassed in skill and acumen by our robotic counterparts. Although by then, robot judges may be banging gavels and silencing courtrooms, as well as naysayers.” ~Joelle Renstrom
- “AI is not a silver bullet, but it has the power to change the world.” ~Fei-Fei Li
- “Imagine all the times in history when people laughed about inventions being in every home. Automobiles, phones, VCR tapes, computers, cell phones, the Internet, Amazon, Netflix… you get what I am saying. Robots will be in the majority of homes in the not so distant future.” ~Dave Waters
- “Artificial Intelligence (AI) is the science of how to get machines to do the things they do in the movies.” ~Astro Teller
- “Artificial intelligence will dramatically increase the efficiency of energy and resource utilization, bringing transformative changes to economic sectors.” ~Masayoshi Son
- “The questions being raised about sex robots are similar to the conversations about the link between violence in video games or pornography. However, the physicality of a robot brings such questions to a new level as the line between fantasy or reality becomes even more muddled in the subconscious. And even though we know they are machines, it doesn’t take much for us to treat robots as if they are people.” ~Kate Darling