References

Published

Jul 2026

  • ID: AI-999-REF
  • Type: References
  • Audience: Learners, analysts, researchers, educators, data scientists, professionals, and teams using AI responsibly
  • Theme: Responsible AI systems should be grounded in documented sources, standards, and reusable references

This page collects the references used throughout the AI Systems guide.

The guide uses a bibliography file stored at:

library/references.bib

Quarto automatically uses this file because it is declared in _quarto.yml:

bibliography: library/references.bib

How References Are Used in This Guide

References support the guide in four main ways.

First, they connect AI systems practice to established work on artificial intelligence, human judgment, automation, evaluation, and responsible technology use.

Second, they help learners see that AI workflows should not be treated as isolated tool tricks. They belong to a broader ecosystem of research, documentation, governance, learning, communication, and professional responsibility.

Third, they provide a foundation for future expansion. As AI tools, standards, and regulations change, the bibliography can be updated without changing the structure of the guide.

Fourth, they model good practice. A responsible AI workflow should document where ideas, claims, definitions, methods, and frameworks come from.

Suggested Reference Categories

The bibliography for this guide may include sources related to:

  • artificial intelligence foundations,
  • human-centered AI,
  • responsible AI,
  • AI evaluation,
  • human-in-the-loop systems,
  • automation and decision support,
  • AI literacy and education,
  • prompt design and context engineering,
  • data governance,
  • algorithmic accountability,
  • AI safety,
  • reproducible workflows,
  • documentation practices,
  • and professional AI use.

Adding a New Reference

To add a new source, place a BibTeX entry inside:

library/references.bib

A simple example is:

@book{example2026,
  title     = {Example Title},
  author    = {Author, Firstname},
  year      = {2026},
  publisher = {Example Publisher}
}

Then cite it inside any chapter using:

[@example2026]

Quarto will collect cited sources and display them on the references page.

Reference List