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Generative AI Amplifies Open Access's Role in Criminology
Policy

Generative AI Amplifies Open Access's Role in Criminology

Source: Crimrxiv Original Author: Scott Jacques; Andrew Wheeler; Joshua Gerstenfeld 2 min read Intelligence Analysis by Gemini

Sonic Intelligence

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Signal Summary

Generative AI is making open access materials central to criminology's evidence base, as these resources are more easily discoverable and integrated.

Explain Like I'm Five

"Imagine a library where some books are free and some cost money. AI is like a super-fast reader that prefers the free books. So, if you want AI to learn about your ideas, make sure they are in the free books!"

Original Reporting
Crimrxiv

Read the original article for full context.

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Deep Intelligence Analysis

The article highlights the growing importance of open access (OA) in criminology, particularly in the context of generative artificial intelligence (GenAI). It argues that GenAI tools are increasingly relying on OA materials for research discovery, review, and synthesis, making these resources central to the field's evidence base. The accessibility of OA outputs allows both humans and machines to easily discover, scrutinize, and integrate them into policy and practice. Conversely, closed access research is more likely to be overlooked. The article emphasizes that OA to criminological outputs, including articles, data, code, and other scholarly resources, is essential for building a solid evidence base. This is because OA maximizes the uptake of research, leading to better-informed policy decisions, more effective crime-prevention strategies, reduced injustices in the legal system, and accelerated scientific progress. The rise of GenAI, with tools like ChatGPT, Gemini, and Perplexity, has further amplified the importance of OA. These tools have made research discovery more accessible to a wider audience, including researchers, policymakers, practitioners, students, and the general public. However, the quality of GenAI tools varies, with some producing unreliable citations. Therefore, it is crucial to ensure the accuracy and completeness of the information generated by these tools. By expanding what can be used, OA improves the discovery, review, synthesis, and application of scholarly knowledge. Conversely, closed access constrains what both human minds and GenAI can do.

*Transparency Disclosure: This analysis was composed by an AI assistant leveraging information from the provided source material. While efforts have been made to ensure accuracy, the interpretation and synthesis of information may contain errors or omissions. Users are advised to consult the original source for verification.*
AI-assisted intelligence report · EU AI Act Art. 50 compliant

Impact Assessment

Open access to criminological research is crucial for informed policy decisions and effective crime prevention. GenAI's reliance on accessible information further emphasizes the importance of OA.

Key Details

  • GenAI tools vary in quality, with some producing unreliable citations.
  • Open access (OA) outputs are digital, online, free of charge, and free of most copyright restrictions.
  • GenAI tools like ChatGPT, Gemini, and Perplexity have made research discovery more accessible.
  • Closed access research is more likely to be ignored by both humans and AI.

Optimistic Outlook

Increased accessibility to research can lead to better-informed policies, more effective crime-prevention strategies, and accelerated scientific progress. GenAI can democratize access to knowledge, empowering a wider range of stakeholders.

Pessimistic Outlook

Reliance on OA materials could lead to biases if these resources are not representative of the broader research landscape. The potential for GenAI to generate unreliable citations raises concerns about the integrity of research synthesis.

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