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AI Applications & Challenges UPSC NOTE

 


  • Google's DeepMind released the structure of 200 million proteins, solving the protein-folding problem, a significant achievement in AI.

  • Proteins' 3D structures determine their functions, and determining them computationally is laborious due to numerous configurations.

  • DeepMind's AlphaFold accurately predicted structures of 100 proteins, surpassing other solutions and revolutionizing drug discovery.

  • DeepMind made the research outcomes easily accessible, aiding initiatives like Drugs for Neglected Diseases and enabling faster drug discovery.

  • AI synthesizers and robotic synthesizers can revolutionize research and discovery processes in chemistry and other fields.

  • AI, like the UNEP's World Environment Situation Room (WESR), can collect and analyze real-time sensor data for predicting environmental conditions.

  • AI may raise concerns about authorship, knowledge ownership, biases, and challenges for publishers due to AI-generated content.

  • AI can aid in democratizing knowledge but requires infrastructure and resources for advanced science and medicine.

  • The AI-Chasm: The gap between those with access to advanced AI infrastructure and resources and those without may lead to wealth concentration and inequality.

  • Transformation of Workplaces: AI's capabilities in music, poetry, and manuscripts can create polymath 'beings' and transform workplaces and institutions.

  • Need for Governance: Governments must assess AI's impact, establish advisory groups, and formulate AI and data-governance policies to guide responsible AI development.

  • Interdisciplinary Approach: Responsible AI development requires interdisciplinary efforts in institutions and industry.

  • Early Movers' Advantage: Early adopters of AI governance will have a greater advantage in harnessing the benefits of AI.

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Learnerz IAS | Concept oriented UPSC Classes in Malayalam: AI Applications & Challenges UPSC NOTE
AI Applications & Challenges UPSC NOTE
Learnerz IAS | Concept oriented UPSC Classes in Malayalam
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