Safe and Effective AI Implementation. Challenges

With the advent of artificial intelligence, many startups and mature companies are looking to incorporate it into their products in an effort to match the boom in modern AI, blockchain, and Machine Learning fashion
What is machine learning and how does it work?

Machine learning is called the most promising and challenging area of artificial intelligence.
There is no single definition for machine learning yet. But most researchers put it like this: