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AI Agents UPSC NOTE

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  What are AI agents? Advanced artificial intelligence systems designed to perform complex tasks by interacting with users and other systems...

 What are AI agents?

  • Advanced artificial intelligence systems designed to perform complex tasks by interacting with users and other systems.

  • AIAs can perform multiple functions as users’ agents or autonomously (that is without instructions or user intervention).

Types:

  • Reactive Agents: first-generation AI agents, Follow predefined rules; respond to specific inputs but can't learn or adapt.

  • Learning Agents: Use machine learning to improve over time; can detect patterns and analyze data.

  • Cognitive Agents: Have advanced reasoning, planning, and decision-making capabilities; can learn from their environment and adapt.

    • These agents use techniques including natural language processing, computer vision, and deep learning to perform tasks. 

    • The present generation of AIAs are cognitive agents

Challenges posed by AIAs

  • AIAs access extensive personal information, raising issues about how user data is protected.

  • Unclear who is responsible if an AI agent causes harm or makes errors—whether it’s the developer, the company, or the AI itself.

  • AIAs could be exploited or manipulated by malicious actors, affecting user data and decision-making.

  • Current laws may not adequately address the liabilities of AIAs, creating uncertainties about how to regulate and hold them accountable


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Learnerz IAS | Concept oriented UPSC Classes in Malayalam: AI Agents UPSC NOTE
AI Agents UPSC NOTE
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Learnerz IAS | Concept oriented UPSC Classes in Malayalam
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