Precautions and Limitations of AI for Scientific and Technical Intelligence
Scientific and technical monitoring - Leveraging generative artificial intelligence

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Precautions and Limitations of AI for Scientific and Technical Intelligence
Scientific and technical monitoring - Leveraging generative artificial intelligence

Author : Gilles BALMISSE

Publication date: July 10, 2026 | Lire en français

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3. Precautions and Limitations of AI for Scientific and Technical Intelligence

The use cases presented have demonstrated the transformative potential of generative AI for intelligence. However, responsible and effective adoption requires a clear understanding of technical limitations, ethical and legal risks, as well as best practices for implementation.

3.1 Operational and Strategic Challenges of Deploying Generative AI for Scientific and Technical Monitoring

Integrating generative AI into monitoring practices is not merely a matter of technological choice. It raises major operational and strategic challenges that determine the success and sustainability of these deployments.

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