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How do digital assistants such as Siri and Alexa use artificial intelligence?
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using AI.
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artificial intelligence
Image generated by the Stable Diffusion model from the prompt “the ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings,” which is the definition of artificial intelligence in the Encyclopædia Britannica article on the subject. Stable Diffusion is trained on a large set of images paired with textual descriptions and uses natural language processing to generate an image.
Digital assistants like Apple’s Siri and Amazon Alexa utilize artificial intelligence to process human interaction and adapt to user behavior. Their core functionality relies on several key technologies:1
- Speech Recognition: Assistants use automatic speech recognition (ASR) to convert audio signals into digital data. They break speech into phonemes and use natural language processing to interpret the context and intent behind a command.123
- Machine Learning: These systems improve over time by analyzing vast datasets. For instance, deep learning is used to create more natural-sounding voices and to refine the assistant's ability to understand diverse accents and speech patterns.13
- Cloud and On-Device Processing: While many requests are processed on remote servers, modern assistants increasingly use on-device data to perform tasks without an Internet connection.3
- Personalization: Unlike basic chatbots, virtual assistants are designed to learn from individual user input, allowing them to predict needs and personalize responses based on past behavior.1