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NVIDIA AI Releases Universal Deep Research (UDR): A Prototype Framework for Scalable and Auditable Deep Research Agents
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NVIDIA AI Releases Universal Deep Research (UDR): A Prototype Framework for Scalable and Auditable Deep Research Agents
Why do existing deep research tools fall short? Deep Research Tools (DRTs) like Gemini Deep Research, Perplexity, OpenAI’s Deep Research, and Grok DeepSearch rely on rigid workflows bound to a fixed LLM. While effective, they impose strict limitations: users cannot define custom strategies, swap models, or enforce domain-specific protocols. NVIDIA’s analysis identifies three core problems: Users cannot enforce preferred sources, validation rule…
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