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Agents-K1 — Towards Agent-native Knowledge Orchestration

research note

Agents-K1 — Towards Agent-native Knowledge Orchestration

·9 min read·Zongsheng Cao, Bihao Zhan, Jinxin Shi et al.

Agents-K1 addresses a critical gap in current large language model (LLM)-based research agents by focusing on scientific knowledge orchestration rather than only agent orchestration

researchscientific-knowledge-graphsmultimodal-information-extractionreinforcement-learningresearch-agents

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Automated reproducibility assessments in the social and behavioral sciences using large language models

research note

Automated reproducibility assessments in the social and behavioral sciences using large language models

·8 min read·Tobias Holtdirk, Pietro Marcolongo, Anna Steinberg Schulten et al.

This paper addresses the challenge of scaling reproducibility assessments in the social and behavioral sciences, where conventional approaches rely on independent human reanalysts to manually recon…

researchautomated-reproducibilitylarge-language-modelssocial-sciencesstatistical-analysis

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