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Natural language interface

As explained in Introduction to Generative AI, Second Edition

A natural language interface is a user interface that accepts and presents interaction through human-language text or speech.

A natural language interface lets people interact with technology through ordinary text or speech rather than fixed commands. It now supports searching, writing, shopping, coding, and navigating everyday software, making conversation an increasingly common interface. section 10.2

Generative-AI systems blur the boundary between input, interface, and application. Users can ask conversational systems to summarize information, compare options, cite sources, analyze spreadsheets, or help debug software, then continue with follow-up questions. section 10.2

The shift changes both interaction and information access:

  • Products such as Copilot, Gemini, Claude, and ChatGPT appear inside development environments, office software, browsers, smartphones, and messaging platforms. section 10.2
  • Conversational search can provide synthesized answers instead of only linked results, while raising questions about citations, advertising, business models, and user trust. section 10.2

How Introduction to Generative AI, Second Edition covers it

How deep it goes
Explains the shift and its implications conceptually, but stops short of implementation details or interaction design procedures.
Examples
Uses Copilot, Gemini, Claude, ChatGPT, conversational search, spreadsheet analysis, writing, shopping, and software debugging as examples.
What you can do after
Evaluate/understand conversational interfaces, their practical uses, and uncertainties around synthesized answers, citations, advertising, and trust.
How it connects
Connects natural language interfaces to generative AI, conversational search, large language models, and integrated software.

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This explainer was generated by Manning's knowledge graph from the text of Introduction to Generative AI, Second Edition. The section links point to the parts of the book it draws on.