AI - Overview
Understanding AI
Artificial Intelligence is a branch of computer science that aims to create systems capable of performing tasks that normally require human intelligence. These tasks include:
- Learning and adaptation
- Problem solving
- Decision making
- Pattern recognition
- Natural language understanding
Core Concept: AI systems are designed to perceive their environment and take actions that maximize their chance of success at a given goal.
AI Timeline
1950
Turing Test
Alan Turing proposes the "Imitation Game" to test machine intelligence
1956
Dartmouth Conference
John McCarthy coins the term "Artificial Intelligence"
1997
Deep Blue
IBM's chess-playing computer defeats world champion Garry Kasparov
2011
Siri & Watson
Apple introduces Siri and IBM Watson wins Jeopardy!
Key Components of AI Systems
Data
Fuel for AI systems
Algorithms
Mathematical instructions
Compute Power
Processing capability
Intelligence
Decision-making ability
AI vs Human Intelligence
| Aspect | Artificial Intelligence | Human Intelligence |
|---|---|---|
| Learning Speed | Fast (can process millions of examples quickly) | Slow (requires time and experience) |
| Energy Efficiency | High power consumption | Extremely energy efficient (~20 watts) |
| Creativity | Limited to learned patterns | Highly creative and original |
| Multitasking | Excellent at specialized tasks | Good at multiple general tasks |
