What is it?
- Definition: Artificial Intelligence is the capability of machines to imitate intelligent human behavior.
- It involves systems that can perceive, reason, learn, and interact with their environment.
- AI combines algorithms, big data, and computational power to simulate human-like decision-making.
Types of AI
Type | Description | Example |
---|---|---|
Narrow AI (Weak AI) | Performs a specific task efficiently | Google Translate, Chatbots |
General AI (Strong AI) | Mimics human intelligence across tasks | Still theoretical |
Super AI | Surpasses human intelligence | Not yet achieved |
Subfields of AI
- Machine Learning (ML): Systems learn from data and improve over time.
- Deep Learning: Advanced ML using neural networks (e.g., facial recognition).
- Natural Language Processing (NLP): Machine understanding of human language.
- Computer Vision: Machines interpret and analyze visual data.
- Expert Systems: Emulates decision-making abilities of a human expert.
- Robotics: AI integrated with machines to perform tasks (e.g., drones, factory bots).
Applications of AI
- Healthcare
- AI-enabled diagnostics (e.g., detecting cancer in X-rays).
- Drug discovery and personalized treatment.
- AI in robotic surgeries.
- Agriculture
- Predicting crop yield and pest attacks
- AI-powered drones for spraying and monitoring
- Soil health monitoring
- Education
- Personalized learning platforms (e.g., Byju’s using AI)
- Automating administrative tasks
- AI tutors and adaptive learning systems
- Governance & Public Service
- Facial recognition for surveillance
- Crime pattern analysis by police
- Chatbots for grievance redressal (e.g., MyGov AI assistant)
- Transport & Mobility
- Autonomous/self-driving vehicles
- AI-based traffic control systems
- Predictive maintenance of vehicles
- Finance
- Fraud detection through transaction patterns
- Credit scoring and risk management
- Robo-advisors for investment planning
- Smart Cities
- Waste management optimization
- Smart street lighting
- Air quality and pollution monitoring using AI sensors.
Advantages vs. Concerns of AI
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Initiatives by Government
- IndiaAI Mission (2024):
- Build computing infrastructure
- Support startups
- Promote AI research
- Train skilled workforce
- National AI Portal – Launched by MeitY and NASSCOM
- RAISE 2020 – Responsible AI for Social Empowerment – International AI Summit
- AI Research Centres in IITs, IIITs, and IISc
- AI integrated in Digital India, Smart Cities, and Startup India