Agentic AI refers to artificial intelligence systems that can act autonomously, make decisions, and take actions to achieve specific goals with minimal human intervention. Unlike traditional AI, which typically just give answers for our question it doesn’t make decision without our intervention because it follows predefined rule or responds passively to inputs .
How is it work ?
Agentic AI relies on the combination of cutting edge technology to operate autonomously , make decision and execute tasks . Cutting edge technology is to vast let talk about it:
Large language model is refer to model that excel in understanding and generating human languages. It trained from vast amount of text data , allowing them to learn patterns and relation between words , phrase and sentence .
Reinforcement learning is refers to that type of powerful technology that allows AI system to learn from experience and make optimal decisions in dynamic and complex environment without explicit programming .
Application programming interface a set of predefined rules and protocols that allows software applications to communicate with each other. In the context of AI, it enables applications to leverage AI services and functionalities offered by other platforms. It make it easier and faster to incorporate AI features into applications, reducing development time and effort. They provide a standardized way to access and use AI services, eliminating the need for developers to have extensive AI expertise.
In AI, Memory tasks refer to the mechanisms by which AI systems store, retrieve, and utilize information to learn, adapt, and make decisions. This is analogous to how humans use memory to recall past experiences and apply knowledge to current situations. AI memory is crucial for tasks like learning, reasoning, and maintaining context over time .
Human – in – the – loop ( HITL) is referred to design approach where human actively involved in the development , training and operations of AI system .Humans monitor and supervise AI processes, ensuring they operate within ethical and operational boundaries.
where it use:
Healthcare Agentic AI can continuously monitor patients with chronic conditions via wearable devices. Upon detecting potential risks ,it can alert patients and doctor. So doctor can cure patient .
Manufacturing Agentic AI can use in factory to cut the production cost , boost the efficiency and improve the product quality. where entrepreneur can safe there money in employs salary.
In Autonomous car we can use Agentic AI to decrease the risk of accident because it can make decision without command so it can automatically change the route and path for our safety or for arriving the destination faster.
Software development an Agentic AI it can write code with debugs which safe the time of developer and also AI can use in the detection of bugs in code .
cons of Agentic AI:
High implementation cost now we know that it is powerful and very helpful technology but it is too costly to implement this type of AI in factory mainly like small to medium enterprises (SMEs) .
Dependency on technology we know that it can improve the productivity but if it accidentally get malfunction then it can cause the Damage for user. Example AI is use in cars to decrease the risk of accident and make it more comfortable but if it get malfunction then it can cause the life threat for user.
Security and privacy risks the Agentic AI work on vast amount of sensitive data which is very personal for peoples . So they become the prime target for cyber attack AI could lead to scenarios where the AI unintentionally exposes data or allows breaches through unforeseen loopholes in its algorithms. This vulnerability threatens the privacy of individuals .
Loss of personal touch in Agentic AI all the decisions are taken by AI which finish the personal touch and it feels robotic also we can’t feel the movement and we start loosing interest from it.
Will it replace humans jobs ?
No, many people thinks that what we do if AI do all works of us then AI will replace us from our jobs but they don’t understand that AI is made by human and they made it to increase the productivity and skills . If we thought that AI will replace us and don’t change our mindset and not utilize this in our jobs then maybe it can replace us from our jobs this technology is new so it is very big opportunity to masker in Agentic AI to use it full potential in our jobs and also in our personal life . There is may courses that can teach you to maker in this field . Know more about Agentic AI just click https://www.edureka.co/agentic-ai-training-course this link for coaching. To succeed in life we need to change our mindset with time .
how Agentic AI is different from chatGPT ?
Agentic AI can autonomously act and that decisions take action on it without human intervention .