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AI Agents: What They Are and How They Will Change Work

Artificial intelligence has moved beyond simply answering questions and generating text. A new generation of AI systems—known as AI agents—is emerging with the ability to plan tasks, use tools, make decisions, and complete multi-step workflows with less human intervention. From managing emails and analyzing data to writing software and assisting customers, AI agents could significantly change how people work. What Are AI Agents? An AI agent is a software system that can perceive information, reason about a goal, take actions, and adapt based on the results. Traditional AI tools usually respond to a specific instruction. For example, you might ask an AI chatbot to summarize a document, and it provides a summary. An AI agent can go further. You could give an agent a goal such as: "Research three competitors, compare their pricing, summarize their main features, and prepare a report." The agent may then: 1) Understand the objective. 2) Break the task into smaller steps. 3) Searc...

Java important question - 6

Q) What is the difference between abstract class and interface ?
Answer :
1) The abstract keyword is used to declare  abstract class. 
The interface keyword is used to declare interface.
2) Abstract class have all the features of a normal java class except that we can't instantiate it. We can use abstract keyword to make a class abstract but interfaces are a completely different type and can have only public static final constants and method declarations.
3) Abstract class can have abstract and non abstract methods. Interface can have only abstract methods.
4) Abstract class can have final, non-final, static and non-static variables. Interface has only static and final variables.
5) A java abstract class can have class members like private, protected,etc. Members of a java interface are public by default.
6) Abstract classes can have constructors but interface can't have constructors.
7) A subclass can extend only one abstract class but it can implement multiple interfaces.
8) We can run abstract class if it has main() method whereas we can't run an interface.

Q) What is the use of System class ?
Answer:
          The java.lang.System class is one of the core classes. System class comes with many Static methods and using these methods it is possible to take keyboard input, knowing system time, copying an array element into another, to advise to go for garbage collection and to know the system properties etc.
          System class is final so that we can't subclass and override it's behaviour through inheritance. System class doesn't provide any public constructors, so we can't instantiate this class and that's why all of it's methods are static.
Fields:
Following are the fields for java.lang.System class
* static PrintStream err - This is the "standard" error output stream.
* static InputStream in - This is the "standard" input stream.  
* static PrintStream out - This is the "standard" output stream.

Q) What is instanceof keyword ?
          The java instanceof keyword is used to test whether the object is an instance of the specified type.
          The instanceof in java is also known as type comparison operator because it compares the instance with type. It returns either true or false. If we apply the instanceof operator with any variable that has null value, it returns false.
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