Category

AI and LLMs

An intro to large language models (LLMs)

Dec 15, 2023

Large language models, or LLMs, are powerful AI models specially designed to understand, use, and generate human language. LLMs exist where AI and linguistics meet, in a subfield known as natural language processing, or NLP. In this article, we'll cover what LLMs are, how they're used, and more.

What is natural language processing (NLP)?

Dec 15, 2023

Natural language processing, or NLP, is a field that combines computer science and linguistics. Its main focus is giving computers the ability to understand, interpret, and generate human language in a meaningful and useful way. This includes recognizing speech, translating text, and retrieving information from large data sets (such as a search engine). In this article, we'll discuss the core info you need to know about NLP.

Intro to machine learning

Aug 29, 2023

Machine learning (ML) is a subset of the field of artificial intelligence (AI), and the two are very closely related.

What are deep neural networks?

Aug 29, 2023

Deep learning is a subset of machine learning (ML). It’s a multi-layered (or “deep”) architecture for artificial intelligence (AI) models.

Ethical considerations with AI: bias and fairness

Aug 29, 2023

One of the main ethical considerations with regard to artificial intelligence (AI) is the problem of bias and fairness. In today’s AI systems, it’s quite possible (and, in fact, common) for algorithms to internalize biases present in the data sets they’re trained on.

Ethical considerations with AI: privacy and data security

Aug 29, 2023

A major ethical consideration in the field of artificial intelligence (AI) deals with human privacy, and the security of peoples’ data. With respect to privacy, there’s concern over how personal data is collected and used—with or without permission—to train AI models.

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