AI can reduce human errors in various ways, from guiding people through the proper steps of a process, to flagging potential errors before they occur, and fully automating processes without human intervention. This is especially important in industries such as healthcare where, for example, AI-gui...
AI can reduce human errors in various ways, from guiding people through the proper steps of a process, to flagging potential errors before they occur, and fully automating processes without human intervention. This is especially important in industries such as healthcare where, for example, AI-gui...
and machine learning is a subset of artificial intelligence. Essentially, every ML application can be referred to as AI, but not all artificial intelligence applications use machine learning. For example, rule-basedsymbolic AIfalls under the AI umbrella, but it isn’t a true example...
As this technology moves from prototype to product faster and faster, these have become questions for all of us. But (spoilers!) I don’t have the answers. I can’t even tell you what AI is. The people making it don’t know what AI is either. Not really. “These are the kinds of...
In this McKinsey Explainer, we define what AI is, and look at how rapid advances in Artificial Intelligence are reshaping almost every aspect of global society.
What is AI (artificial intelligence)? Artificial intelligence can be defined as a branch of computer science, whose goal is to create a technological equivalent to human intelligence. But what exactly is intelligence and how can it be reproduced using technology? A singular explanation doesn’t exi...
This article is an in-depth exploration of the promise and peril of generative AI: How it works; its most immediate applications, use cases, and examples; its limitations; its potential business benefits and risks; best practices for using it; and a glimpse into its future. ...
Artificial intelligence is the ability of a computer to simulate cognitive processes and perform tasks that require human intervention or expertise. The ability to simulate human-like intelligence and adaptability enables AI to execute tasks non-AI machines cannot perform, such as: ...
Generative AI refers to an artificial intelligence system that can create new content (like text, images, audio or video) based on user prompts. Generative AI is the backbone of popular chatbots like ChatGPT, Gemini and Claude, and can be used to instantly create written copy, reports, code...
RAG isn’t the only technique used to improve the accuracy of LLM-based generative AI. Another technique is semantic search, which helps the AI system narrow down the meaning of a query by seeking deep understanding of the specific words and phrases in the prompt. ...