May 28, 2023

Alexa will be enhanced with a new language model; understand

Amazon is developing a new language model to enhance its virtual assistant Alexa, according to company CEO Andy Jassy.

during the Call results In the company’s first quarter, Jassy stated that Amazon is working on a model that is more capable and generalizable than the current one, which is based on a deep learning algorithm called the Large Language Model (LLM).

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According to Jassy, ​​the new LLM will help Amazon achieve its goal of building “the world’s best personal assistant,” but he acknowledges that this will be challenging in several areas. He noted that Amazon already has a good foundation with Alexa, which has hundreds of millions of users in various fields such as entertainment, shopping and smart homes.

LLM technology is able to recognize, summarize and generate text and other content based on large amounts of text data. Jassy emphasized that Amazon has been investing in AI and LLMs for years, and while they have the potential to invest heavily in building them, smaller companies don’t have the same prospect.

Other tech giants also highlighted their investments in LLM during their earnings calls with investors. Apple is developing LLM-based improvements to its virtual assistant Siri, while Alphabet CEO Sundar Pichai said Google will continue to incorporate AI to enhance search.

For its part, Microsoft has already seen an increase in the use of Bing after integrating ChatGPT into its search engine, and has also highlighted its commitment to investing in artificial intelligence. Meanwhile, the owner of Facebook Meta plans to invest in artificial intelligence and provide relevant updates for its apps.

While Amazon shares rose after first-quarter results beat expectations, the market was cautious after executives raised concerns about continued cloud growth. During the third quarter, revenue increased by 9.4% to $127.4 billion, while operating profit amounted to $4.8 billion.

What is an MSc?

The Large Language Model (LLM) is an artificial intelligence technology that uses artificial neural networks to learn and generate text in a natural language, such as Portuguese.

Basically, an LLM is a computer program that has been trained on a huge amount of textual data (such as books, articles, and websites) and, through that training, has learned to “understand” and “construct” a text in a language. natural. These models are “big” because they use many parameters and are able to produce texts of ever-increasing quality.

These templates are useful for a variety of tasks such as machine translation, text summarization, word prediction, sentiment analysis, and more. They are especially useful in dealing with large amounts of textual data where it would be impossible for humans to parse in a reasonable amount of time.

What is a virtual assistant like Alexa?

Playback: Lazar Gugleta/Unsplash

A virtual assistant is a computer program that uses artificial intelligence to interact with people through voice commands.

Alexa is a virtual assistant created by Amazon. It is capable of multitasking like playing music, asking questions, giving you weather information, setting reminders, controlling smart home devices, and much more. To do all of this, just talk to Alexa and ask for what you want.

The technology behind Alexa is very complex. It uses voice recognition to understand what you’re saying, natural language processing to interpret what you’re asking, and artificial intelligence to provide an appropriate response. The system constantly learns from user interactions to improve its responses and deliver an increasingly personalized experience.

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