We will continue improving the model's biological reasoning, expanding support for tool-heavy and long-horizon research workflows, and working closely with leading scientific institutions to evaluate real-world impact.
这一长期发展规划反映了AI科学应用的阶段性特征。从基础推理到复杂工作流程支持，再到实际影响评估，展示了AI如何逐步深入科学研究的核心，最终可能改变科学发现的本质。
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On how increased pressure to publish diminishes creativity.
Atkin, P. A. (2002). A paradigm shift in the medical literature.British Medical Journal, 325(7378),1450–1451
On the rise of sexy terms like "paradigm shift" in abstracts.
Bonitz, M., & Scharnhorst, A. (2001). Competition in science and the Matthew core journals.Sciento-metrics, 51(1), 37–54
Matthew effect
To publish. And sometimes publish in the right journals.... In my discipline ...there’s just a few journals, and if you’re not in that journal, then yourpublication doesn’t really count
Importance of "top" journals
Editors, Publishers, Impact Factors, and Reprint Income
On the incentives for journal editors to publish papers they think might improve IF... and how citations are gamed.