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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion

    Researchers have developed Dr-DCI, a new framework for agentic search over large corpora that dynamically expands a local workspace. This approach combines the scalability of retriever-mediated interfaces with the precision of Direct Corpus Interaction (DCI) operations. By pulling relevant documents into an evolving workspace, Dr-DCI aims to improve efficiency and performance across various scales, outperforming existing methods on benchmarks like Browsecomp-Plus and Wiki-18 QA. AI

    IMPACT Enhances agentic search capabilities by improving efficiency and scalability for interacting with large document corpora.