What is the difference between a chatbot and a virtual assistant?

Chatbots are task-oriented systems designed for specific interactions, while virtual assistants are more versatile and can manage tasks, schedules, and conversations using advanced AI.

Are LLMs predictive models?

No. LLMs predict text tokens, not numeric outcomes. They assist prediction models but do not replace quantitative forecasting techniques.

Why is LLM inference expensive?

Each query requires a full forward pass through a massive neural network running on GPUs, consuming compute, memory, and energy.

What is a foundation model?

A foundation model is a large, general-purpose AI model trained on massive datasets that can be adapted to many downstream tasks.

Generative Artificial Intelligence

Generative AI is a type of artificial intelligence that creates new, original content—like text, images, music, code, or videos—by learning patterns from vast amounts of existing data, rather than just analyzing or classifying it. Using deep learning and neural networks, it generates novel outputs that mimic human creativity, from writing stories and code to designing art and music, making it a powerful tool for content creation, research, and innovation.

Table of Content

#	Topic	Link
1.	Demystifying AI: AI, Machine Learning, Deep Learning & Generative AI \| 100+ MCQs	Click Here
2.	Demystifying AI: AI, Machine Learning, Deep Learning & Generative AI \| 20+ Subjective Question	Click Here
3.	Prompt Engineering Techniques (Conceptual & Applied) \| 100+ MCQs with Answer	Click Here
4.	Prompt Engineering Techniques (Conceptual & Applied) \| 20+ Subjective with Answer	Click Here
5.	Chatbots, Virtual Assistants, LLMs, GenAI, Foundation Models & AI Cost Economics \| 100+ MCQs	Click Here
6.	Chatbots, Virtual Assistants, LLMs, GenAI, Foundation Models & AI Cost Economics \| 20+ Questions Answer	Click Here

Chatbot vs Virtual Assistant MCQs, LLM vs GenAI MCQs, Foundation Model MCQs, MBA AI MCQs, AI Cost Economics MCQs, Open Source vs Proprietary Software MCQs, Prediction Models MCQs, Quantitative Techniques AI

Generative Artificial Intelligence

Generative Artificial Intelligence