Intelligence tasks classification

This is how we classify intelligence tasks:

• Basic tasks:
  • Perception
  • Common sense
  • Reasoning
  • Natural language processing
• Intermediate tasks:
  • Mathematics
  • Games
• Expert tasks:
  • Financial analysis
  • Engineering
  • Scientific analysis
  • Medical analysis

The fundamental difference between human intelligence and machine intelligence is the handling of basic and expert tasks. For human intelligence, basic tasks are easy to master and they are hardwired at birth. However, for machine intelligence, perception, reasoning, and natural language processing are some of the most computationally challenging and complex tasks.