https://www.bonframe.com/en/blog/ Local video AI, retrieval and batch editing engineering notes. en https://www.bonframe.com/en/blog/grounded-video-rag-local-8b/https://www.bonframe.com/en/blog/grounded-video-rag-local-8b/Mon, 24 Aug 2026 00:00:00 GMTHow retrieval, transcript IDs and deterministic assembly reduced long-video generation context from about 4,600 to 860 tokens in a small locked holdout—and where the system still failed. https://www.bonframe.com/en/research/grounded-video-rag-benchmark-method/https://www.bonframe.com/en/research/grounded-video-rag-benchmark-method/Mon, 24 Aug 2026 00:00:00 GMTThe locked eight-case protocol behind BonFrame's 3B, 8B and DeepSeek full-transcript comparison, including the earlier negative result and known failures.