"Context as Infrastructure" from InfiniFlow, the team behind RAGFlow, reports that an agent harness with only BM25 and grep, answering with MiniMax M3, gets 85% on BrowseComp-Plus and 91% on FRAMES with no vector index. Extra structure such as su...
VQV Signal
RESEARCH
WATCH
TECHNICAL
RAGFlow paper: retrieval is a harness problem first, and BM25 plus grep reach 85% on BrowseComp-Plus
"Context as Infrastructure" from InfiniFlow, the team behind RAGFlow, reports that an agent harness with only BM25 and grep, answering with MiniMax M3, gets 85% on BrowseComp-Plus and 91% on FRAMES with no vector index. Extra structure such as su...
"Context as Infrastructure" from InfiniFlow, the team behind RAGFlow, reports that an agent harness with only BM25 and grep, answering with MiniMax M3, gets 85% on BrowseComp-Plus and 91% on FRAMES with no vector index. Extra structure such as summary trees, outlines, wikis and graphs gave no measurable accuracy...
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Signal Strength 91%
Technical label WATCH
Public Interest 30
Category RESEARCH
Reader Depth TECHNICAL
Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.
Public Interest components
Recognizable Entity Score 0
Practical Impact Score 0
Novelty Interest Score 94
Consequence Score 34
Curiosity Score 16
Shareability Score 45
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