Incremental Open-Ended Deep Research with Structured Harness
Incremental-OEDR updates research reports over time, cutting tokens and searches while preserving report quality.
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Incremental-OEDR updates research reports over time, cutting tokens and searches while preserving report quality.
Ai2 open-sourced AstaBrief, the fast report-generation model used in Asta.
LongCat-DeepResearch uses multi-agent planning and section-level revision to produce evidence-grounded research reports.
Study shows radiology reporting-style variations in reference reports can flip rankings of chest X-ray report generation models; releases MIMIC-CXR-Ext-ReRef dataset.
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