2025 Spring UVa CS Generative AI Seminar Lectures Organized by Tags

Click on a tag to see relevant list of lectures.

• Agent
• Agent Components
• Application
• BasicLLM
• Benchmarks
• Context
• Customization
• Efficiency
• Healthcare
• Jailbreaking
• MCP
• Multiagent
• Multimodal
• Perception
• Planning
• Reasoning
• Safety
• World model

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Agent

Title	Lecture
buffer

Agent Components

Title	Lecture
Survey - LLM Agents
Survey - LLM Agents

Application

Title	Lecture
Survey - Agents Applications
Survey - Agents Applications

BasicLLM

Title	Lecture
Introduction
LLM basics - Preference Alignment

Benchmarks

Title	Lecture
Agent Evaluation

Context

Title	Lecture
Agent - Memory
Agent - Memory

Customization

Title	Lecture
Agents Optimization
Agents Optimization

Efficiency

Title	Lecture
Model Serving for Agents
Model Serving for Agents

Healthcare

Title	Lecture
Agent - in Healthcare

Jailbreaking

Title	Lecture
Agent Safety

MCP

Title	Lecture
Tooling for LLM agents
Tooling / Action for LLM agents

Multiagent

Title	Lecture
Agent - Multiagent collaboration
Agent - Multiagent collaboration

Multimodal

Title	Lecture
Agent - World model
Agent - World model

Perception

Title	Lecture
Agent - in Healthcare
Agent - Perception

Planning

Title	Lecture
Agent - Planning / Test test scaling
Agent - Planning

Reasoning

Title	Lecture
Agent Brain - Reasoning
Agent Brain - Reasoning

Safety

Title	Lecture
Agent Safety
buffer

World model

Title	Lecture
Agent - World model
Agent - World model