The content provided is a bibliography/reference section, not the article body. For SEO, scholarly references should not be paraphrased because changing titles, authors, publication details, or DOI information can compromise citation accuracy.
Here is an SEO-friendly HTML structure that preserves your existing reference tags and improves semantic markup:
References on Artificial Intelligence and AI Agents
Explore the research and academic sources cited in this article, covering artificial intelligence,
AI agents, machine learning, agentic systems, AI safety, governance, automation, agency, and
artificial general intelligence.
For improved SEO and accessibility, replace empty external links such as:
<a href=””
data-track=”click_references”
data-track-action=”external reference”
data-track-value=”external reference”
data-track-label=”10.48550/arXiv.2502.01635″>
with descriptive, visible links:
<a href=”https://doi.org/10.48550/arXiv.2502.01635”
data-track=”click_references”
data-track-action=”external reference”
data-track-value=”external reference”
data-track-label=”10.48550/arXiv.2502.01635″
rel=”nofollow noopener”
target=”_blank”
aria-label=”Read The AI Agent Index”>
Read source
You can also improve the first reference item by using an ordered list:
<li class=”c-article-references__item js-c-reading-companion-references-item”
data-counter=”1.”>
Feigenbaum, E. A. The art of artificial intelligence: themes and case studies of knowledge
engineering. In Proc. 5th International Joint Conference on Artificial Intelligence
(IJCAI ’77) Vol. 2, 1014–1029 (Morgan Kaufmann, 1977).
Recommended SEO improvements:
- Use
id="references"instead of an emptyid="". - Add an
<h2>containing keywords such as Artificial Intelligence References, AI Agents, and AI Safety. - Place all references inside an
<ol>element. - Replace empty
<a>tags with descriptive anchor text. - Add valid DOI, publisher, PubMed, or arXiv URLs where available.
- Keep the citation text unchanged for academic accuracy.
- Use
rel="nofollow noopener"for external scholarly links. - Add
target="_blank"only if your website’s accessibility policy supports it.
Source: www.nature.com


