Deep Research
deep-research-6244278d·2 events·first seen 28d agoAliases: Deep Research, Deep Data Research
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Deep Research System Card
OpenAI has published the system card for its Deep Research capability, detailing pre-release safety work including external red teaming and frontier risk evaluations conducted under the Preparedness Framework. The document outlines identified risk areas and the mitigations implemented before deployment. This is the formal safety disclosure accompanying the Deep Research product launch.
DataCOPE: Unsupervised skill discovery framework for data-analytic agents
Researchers introduce DataCOPE, an unsupervised verifier-guided framework for discovering reusable procedural skills in data-analytic agents without labeled supervision or parameter updates. The system coordinates three components—a data-analytic agent, an unsupervised verifier, and a skill manager for contrastive skill distillation—with task-specific verifier instantiations for report-style and reasoning-style analysis. Evaluated on Deep Data Research and DABStep benchmarks, DataCOPE improves mean scores by 9.71% and 32.30% respectively across four model settings. The approach addresses a key bottleneck in agentic data analysis: acquiring reliable skill supervision at scale.