Reflections and New Directions for Human-Centered Large Language Models

This repository hosts a Quartz + Sepo Markdown edition of arXiv:2605.06901, “Reflections and New Directions for Human-Centered Large Language Models” (Ziems, Zhao, Yang, et al., Stanford University). It was produced from the self-evolving/literature-template baseline using the paper-to-site skill.

The paper itself is the site entry point (/), and its full text is split into section pages for readable navigation, popovers, and backlinks.

Durable content lives in this repository:

• content/index.md — hosted paper note and site entry point, with abstract, chapter outline, and source links.
• content/ziems2026reflections/ — the converted section tree (eight chapters) and subsection pages.
• content/ziems2026reflections/figures/ — figures from the arXiv TeX source, lowercased for deployment safety.
• content/papers/ — reference area for cited-paper notes.
• bibliography.bib — BibTeX imported from the arXiv source so Markdown [@key] citations render.

The conversion keeps figures near their LaTeX source locations. Markdown/HTML does not float figures the way LaTeX does, so placement is source-order rather than page-layout exact. LaTeX cross-references (\ref{sec:...}, \ref{fig:...}) were rewritten into descriptive internal links.

Local development

Use Node 22.x:

npm ci
npm run install-plugins
npm run dev

Useful commands:

npm run check       # tsc + prettier
npm run check:site  # check, restore plugins, and build
npm run build       # writes the static site to public/

npm run dev serves the Quartz site locally. npm run build writes the static site to public/.

Vercel configuration

Import the repository into Vercel with:

• Framework preset: Other
• Install command: npm ci
• Build command: npm run build
• Output directory: public

These settings are also captured in vercel.json.

Recommended Vercel environment variable:

Name	Value
SITE_URL	Production domain without protocol, e.g. hcllms-survey.example.com or a Vercel host.

Sepo controls

Sepo workflows can be paused without disabling GitHub Actions globally by setting the repository variable AGENT_ENABLED=false. Remove the variable or set it to true to allow packaged agent-*.yml jobs to run again.