Exploring the differences between AI and Generative AI (GenAI)?

Exploring the differences between AI and Generative AI (GenAI)?

In many of my conversations, I have observed that people often use "AI" and "Generative AI (GenAI)" interchangeably. Although AI and GenAI are closely related, they have different capabilities and serve distinct purposes. Here’s my perspective on their features, uses, and impacts.

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Definition: AI vs. GenAI

AI vs. GenAI


?Key features: AI vs. GenAI

Key features: AI vs GenAI

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Example Applications: AI vs. GenAI

Examples of AI and GenAI

?Summary: AI vs. GenAI


While AI encompasses a broad range of technologies aimed at mimicking human intelligence, GenAI specifically focuses on generating new, creative outputs. Both AI and GenAI have transformative potential across various industries, but they serve different purposes and complement each other in enhancing technological capabilities.

Is it possible to leverage both AI and GenAI? Absolutely! I have implemented both AI and GenAI capabilities in testing. In my upcoming articles, I will share more details on how the combination of AI and GenAI can be leveraged to create an extremely powerful testing framework.

#ArtificialIntelligence #GenerativeAI #MachineLearning #AIvsGenAI #TechComparison #InnovativeTech #GenAITesting

Joanie Wexler

Content Writer, Editor, Project Manager

1 个月

Excellent!

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Biplab Mukherjee

12+ yrs into Digital Marketing, B2C, B2B, E-commerce, Data Analytics

10 个月

The visualisation used was very informative

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Prathamesh Shete

AI enthusiast skilled in Python, NLP & LLMs. Built projects using LangChain & Streamlit. Eager to learn & contribute to the exciting world of Generative AI! #AI #Learning

10 个月

Hii Janakiraman I find you have great knowledge in Gen AI I am beginner in this field but I created a basic website based on RAG called chat with Bhagwat Gita can you please tell me any suggestions so I can put in my resume and make it more friendly to the user https://chat-with-gita.streamlit.app/ Please share your suggestions and comments. It is valuable for me. ????

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Ganesh Rajendran

Visual Artist | CoFounder at Chitrapata

10 个月

Thanks for sharing your thoughts. GenAI uses meta linguistic abstraction (semantic layer) and stores data in vector databases. This helps transformation at latent space.?

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Shahid Pattani

Project Manager & Lead strategist - UX UI at RapidGems, Experience Design Studio of Aspire Systems.AI Enthusiast, BFS, LMS, FSMmedium.com/@shahidphussain

10 个月

Interesting comparison !

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