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Scientific and technological progress no longer follows a steady, linear trajectory. Instead, it unfolds at an exponential rate, driven by the convergenceConvergence of artificial intelligenceArtificial Intelligence (AI), biotechnologyBiotechnology, and synthetic biology. These once-separate fields are now deeply interconnected, fueling a transformation that is reshaping medicine, agriculture, national security, and the very way humans interact with biological systems. What was once the realm of speculation—AI-powered drug discovery, machine learning-guided gene editing, and automated protein design—has moved from theoretical possibility to scientific reality.

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Introduction to Biotechnology: Technological Convergence and Information Hazards

  • 会议论文

  • 发表日期：

    2026年

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  • Christopher L. Cummings,
  • Benjamin D. Trump,
  • Valentina Prado,
  • Beth Ellinport,
  • Igor Linkov

摘要

Scientific and technological progress no longer follows a steady, linear trajectory. Instead, it unfolds at an exponential rate, driven by the convergenceConvergence of artificial intelligenceArtificial Intelligence (AI), biotechnologyBiotechnology, and synthetic biology. These once-separate fields are now deeply interconnected, fueling a transformation that is reshaping medicine, agriculture, national security, and the very way humans interact with biological systems. What was once the realm of speculation—AI-powered drug discovery, machine learning-guided gene editing, and automated protein design—has moved from theoretical possibility to scientific reality.