[JoeWang036]

CausalVideoGroup website change

Change type

• Pre-meeting discussion
• Post-meeting note
• Project page
• Website, template, or tooling
• Other

Topic or project

• Date: 2026-10-26
• Title: Multi-Agent Problems in World Models
• Leader: Yuxin Wang (yuxin)
• Public URL after merge: https://causalvideogroup.github.io/discussions/2026-10-26-yuxin-multi-agent-world-models/

Adds a 43-slide Chinese presentation and English companion materials for a reading-group discussion on multi-agent video world models. The six questions cover learning separate actions, binding supplied controls, generating other agents' behavior, cooperative planning, shared-world consistency across views, and generalization to more agents. The reading list contains 15 papers, with seven core analyses.

Each question has an illustrated example, and each core method has a simplified explanatory diagram alongside original paper evidence. The presentation includes 14 original teaching diagrams, 21 credited paper figures, term explanations, speaker notes, keyboard navigation, and image enlargement. Slides and local figures work offline without external fonts or scripts.

This is a before-meeting submission on the actual meeting date, 2026-10-26; it misses the contribution guideline's one-day advance window. The meeting has not started at submission time, and no meeting outcomes or follow-up assignments are recorded.

Pre-meeting checklist

• metadata.yaml, summary.html, idea map, and references.md exist.
• At least three key references explain importance, role, limitation, and a question (seven core analyses).
• At least five open questions are included (six).
• Central claim and hidden assumption are explicit.
• Failure boundary and group-research connection are explicit.
• At least one concrete experiment and discussion seed are included; the diagnostic is explicitly an unperformed discussion example.
• No videos are committed; all 35 local figures are below 10 MiB.
• Claims, citations, links, and public-release status have been checked; the author approved the public submission.

Post-meeting checklist

Not applicable to this before-meeting submission. Meeting notes and action items explicitly await actual discussion outcomes.

Verification

• python scripts/build_site.py — 7 discussions and 2 projects; rebuilding produced no additional changes.
• python scripts/validate_site.py — passed.
• python -m unittest discover -s tests -v — all 16 tests passed.
• git diff --check — passed.
• Changed pages previewed locally. All 43 slides rendered at 1280×720 and 1024×576 without detected overflow or broken images.
• Offline loading, navigation, contents, speaker notes, term definitions, full-screen mode, and image enlargement checked.

Build, validation, and tests were rerun on 2026-10-26. The unchanged presentation's visual and interaction checks were completed on 2026-10-23.

Reviewer notes

Please assess the distinctions between supplied actions and inferred behavior, alternative futures and synchronized views, and tested agent counts and broader generalization claims.

The 54-file change consists of this discussion entry (49 files) and five generated indexes/sitemap. Private reading guides, research notes, authoring tools, and offline delivery packages are excluded. Requested reviewer: @SoftPointer.