How to cite
Cite a specific page when you quote it, paraphrase a non-obvious claim from it, or use its taxonomy in your own work. The site's content license is CC BY 4.0, which requires attribution but allows commercial reuse and derivative work. The exception is paid course material (module quizzes, interactive labs, final exams, and certificates), which is licensed to the individual learner under the terms; lessons that are also public articles stay CC BY 4.0. The code in the GitHub repository is MIT.
Plain-text citation
Use this shape when a footnote or bibliography is rendered as plain text.
Bharatiya, O. (2026). <Page title>. AI Evals. <URL>. CC BY 4.0.
Replace <Page title> with the page's <h1> and <URL> with the canonical URL shown in the address bar. Pages are revised in place, so use the year you read the page, and add the full access date if your citation style asks for one.
BibTeX
For papers, RFCs, and academic write-ups.
@misc{bharatiya_aievals_2026,
title = {AI Evals},
author = {Bharatiya, Om},
year = {2026},
url = {https://www.aievals.co},
note = {Content licensed CC BY 4.0}
}
To cite a specific chapter, swap the title, add an explicit url, and keep the same author and year:
@misc{bharatiya_aievals_2026_judge,
title = {Calibrating your judge against humans},
author = {Bharatiya, Om},
year = {2026},
url = {https://www.aievals.co/learn/llm-as-judge/calibration-to-humans},
howpublished = {AI Evals},
note = {Content licensed CC BY 4.0}
}
Markdown citation
When linking from a blog post, README, or another markdown document.
> Quoted line from the page.
>
> [Page title](https://www.aievals.co/path/to/page) by Om Bharatiya. AI Evals. [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
Reuse under CC BY 4.0
The CC BY 4.0 license lets anyone copy, redistribute, remix, transform, and build on the content (including for commercial work) on three conditions: give credit, link the license, and indicate if changes were made. A short attribution line under a quote or above a reused diagram is enough. Creative Commons recommends four elements: title, author, source link, and license. The Markdown pattern above carries all four.
If you publish a derivative work (a translation, an expanded chapter, a remix into a slide deck), keep the attribution and a link to the source page. You do not have to release your derivative under the same license, but you do have to credit the original.
Code reuse
The code in the ombharatiya/evals repository is MIT-licensed. Snippets and full files can be lifted into other projects with the standard MIT notice.