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Introduction to HCI and AI Integration - Language Models and Interactive Systems

NPTEL-NOC IITM via YouTube

Overview

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Explore the intersection of Human-Computer Interaction and Artificial Intelligence in this comprehensive lecture that examines how AI technologies are transforming user experiences and interface design. Delve into the evolution of language models from their early forms to modern Large Language Models (LLMs), understanding their underlying architecture and operational mechanisms. Master prompt engineering techniques and in-context learning methods to effectively interact with AI systems. Discover how multimodal LLMs integrate text, image, and audio inputs to create richer interactive experiences. Examine practical applications of LLMs in adaptive learning systems, personalized user experiences, and accessibility improvements. Address critical ethical considerations and fairness challenges inherent in AI-driven systems. Learn how artificial intelligence is fundamentally re-imagining interactive experiences and reshaping the future of human-computer interaction design.

Syllabus

HCI and AI

Taught by

NPTEL-NOC IITM

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