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What is AI?
Artificial Intelligence (AI) is a field of computer science dedicated to creating systems capable of performing tasks that typically require human intelligence.
Core Capabilities
Modern AI systems generally focus on these primary functions:
- Learning: Improving performance based on data exposure (Machine Learning).
- Reasoning: Using logic to reach conclusions or solve problems.
- Perception: Interpreting sensory inputs like text, images, or audio.
- Generative Action: Creating new content such as text, code, or media.
Types of AI
| Category | Description | Examples |
|---|---|---|
| Narrow AI | Designed for specific tasks. | Siri, recommendation engines, chess bots. |
| General AI | Theoretical human-level versatility. | Not yet achieved. |
How It Works
AI systems are built upon several foundational pillars:
- Data: Large datasets used for training models.
- Algorithms: Mathematical instructions that process data.
- Compute: Processing power (GPUs/TPUs) required to train and run models.
Common Frameworks
Developers typically use the following libraries to build AI solutions:
import tensorflow as tf
import torch
import scikit-learn
Learn More
For further reading on current AI advancements, visit these resources:
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