AI

Artificial Intelligence (AI) refers to a machine that has been given human-like intelligence and is capable of doing things in the same way that we do, by combining computer science and large datasets to solve problems. AI systems are task-specific, meaning that they only work with the data they collect. The term 'AI' may appear to be a far-off concept that has nothing to do with us, but the truth is that we rely on AI in a variety of ways and use AI in our daily lives in a variety of ways: Face ID and recognition that we set in our phones, Snapchat filters, text editors, Google Assistant, Recommendation choices while watching movies, online shopping, smart home devices, and so on.

AI

ADVANTAGES

-Boost Productivity

-Can work for longer periods of time without taking breaks than humans.

-Don't get bored doing the same thing over and over.

-In games, for example, you'll be able to make decisions faster.

-Attempt dangerous tasks 

DISADVANTAGES

- Highly expensive

-They don’t have emotions

-Risk of losing important data

-Lack in creativity

-Humans becoming too reliant

Show the XOR problem, why it is important historically, How the code was modified and the results. Why are the no of training cycles different each time it is trained?

Artificial intelligence aims to mimic human behaviour. This is done by using a variety of mathematical and logical tools to build an engine that behaved as such. These systems are therefore rule based systems and are able to solve mathematical equations and and even able to tackle non rule based problems such as spoken language and many more.

XOR is a classification issue, and the predicted results are known ahead of time. As a result, a supervised learning strategy is acceptable.

For example if it was used to hire people. Due to work setting preferences, the engine is more likely to pick up the same type of people and exclude diversity just due to this fault be bias.

The way to combat this issue is to was explained the XOR from its single layer architecture by adding additional layers of unit without any access to the outside world. this is a hidden layer. its another step when formulating a conclusion.