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A research article that features insights about research and research policy. The key finding are be presented in a short and concise manner.

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AI as a Tool to Counteract Anti-Innovative Scientific Systems

AI as a Tool to Counteract Anti-Innovative Scientific Systems

Contemporary academia often rewards conformity over intellectual risk-taking, limiting space for transformative ideas. This piece explores how AI could reconfigure peer review—shifting it from a gatekeeping mechanism toward a more pluralistic system that recognizes and supports innovative, high-risk research.

The invisible orchestrator: How ChatGPT-5 redefines scientific reproducibility

The invisible orchestrator: How ChatGPT-5 redefines scientific reproducibility

ChatGPT-5 marks a new chapter in artificial intelligence. But instead of the long-anticipated leap toward artificial general intelligence (AGI), the new model presents itself as an invisible orchestrator. Rafael Cardoso Sampaio examines how this internal logic undermines the foundations of academic integrity.

Generative AI in knowledge work

Generative AI in knowledge work

As generative AI applications in science proliferate they prompt a self-reflection on work routines in scientific knowledge production. At the same time, scientific institutions, publishing bodies, and funding agencies are confronted with both regulatory challenges and the task of promoting the use of generative AI in line with good scientific practice.

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