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#evidence-grounding News & Analysis

3 articles tagged with #evidence-grounding. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles
AIBullisharXiv – CS AI · 2d ago7/10
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DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding

Researchers introduce DocSeeker, a multimodal AI system designed to improve long document understanding by implementing structured analysis, localization, and reasoning workflows. The breakthrough addresses critical limitations in existing large language models that struggle with lengthy documents due to high noise levels and weak training signals, achieving superior performance on both short and ultra-long documents.

AIBullisharXiv – CS AI · Mar 37/108
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CARE: Towards Clinical Accountability in Multi-Modal Medical Reasoning with an Evidence-Grounded Agentic Framework

Researchers introduce CARE, an evidence-grounded agentic framework for medical AI that improves clinical accountability by decomposing tasks into specialized modules rather than using black-box models. The system achieves 10.9% better accuracy than state-of-the-art models by incorporating explicit visual evidence and coordinated reasoning that mimics clinical workflows.

AIBullisharXiv – CS AI · Mar 36/108
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DeepXiv-SDK: An Agentic Data Interface for Scientific Papers

DeepXiv-SDK introduces a new agentic data interface for scientific papers that enables AI research agents to access and process academic literature more efficiently. The SDK provides structured, budget-aware views of papers and supports progressive access patterns, currently deployed at arXiv scale with free API access.