> For the complete documentation index, see [llms.txt](https://docs.socialanimal.earth/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.socialanimal.earth/artificial-intelligence-and-machine-learning.md). # #Artificial intelligence & machine learning Artificial intelligence (AI) is creeping into every aspect of our lives, from emails and photo sharing to auto-piloted drones and facial recognition software. In the field of design, artificial intelligence has caused some concern that it may replace designers in the future. But AI can also be used to enhance the creative process by augmenting human abilities and creating entirely new ones. Proponents say that AI will help generate ideas, give feedback on concepts, organize data, and allow designers to create new forms of expression. Some even consider AI as a new instrument of design providing a whole range of new possibilities in terms of both form and function. In this time we take a look at how AI is being used in the field of design today and what it might look like in the near future. Another way that artificial intelligence can be used for the design process is by using it to make digital mockups of things like buildings and products. These digital mockups are often more accurate than those that were created by hand and allow designers to get a more accurate idea of what their product will look like before they make expensive physical prototypes. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter: ``` GET https://docs.socialanimal.earth/artificial-intelligence-and-machine-learning.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.