Blog - 20 Must Knows About AI
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1. What is AI? - Certain vs. Uncertain
2. How does AI get its intelligence? - Expert System (algorithms) vs. Machine Learning
3. Is AI going to be smarter than humans? - Artificial General Intelligence vs Billions of Narrow AI
4. What can AI do? - Cognitive Assistance vs. Autonomy
5. Where is AI Working? - Selling us stuff
6. How does machine learning learn? ML, DL & RL
7. What can AI do similar to Humans?
8. What can AI do better than humans?
9. What does AI do worse than humans? context, takes a long time to learn, needs lots of data
10. Why are Autonomous Vehicles taking so long?
11. What are the limitations of data? - Passive vs. Active Data sets
12. When will AI become mainstream like the internet?
13. What is Intelligent Automation - Robotics (Physical) vs. Process (Digital)
14. Will AI drive Workforce Disruption and Reduction - Citizen Developers
15. What AI is a Must in Managing Complexity - 50 complex challenges
16. Why AI Gives Us a change to Keep Up With Complexity - complexity is growing
17. Why AI Requires Quailty Data Sets - Large for Deep Learning
18. Why AI is biased
19. AI is based on incomplete data
20. AI doesn't understand
21. AI or Humans Can't Accurately Predict an Uncertain Future