Schedule

Suggested Readings:

• Agentic AI

Suggested Readings:

• How do Transformers work
• Attention Is All You Need
• Attention Is Not All You Need
• Convolutional Sequence to Sequence Learning
• Flash Attention

Suggested Readings:

• RoPE
• DeepSeek V3
• Paged Attention

Suggested Readings:

• Chat Template
• LoRA
• DPO

Suggested Readings:

• Prompting Guide

Suggested Readings:

• Agents Course

Suggested Readings:

• Model Context Protocol
• MCP Tools Beyond API
• MCP Registry
• Build a Remote MCP Server

Suggested Readings:

• GenAI Tech Blog
• Research of Memory in AI
• Memory in the Age of AI Agents

Suggested Readings:

• HuggingFace RL

Suggested Readings:

• RLHF
• Preference Optimization

Suggested Readings:

• CoT
• Reflexion
• DeepSeek R1

Suggested Readings:

• AgentGen
• LaMMA-P

Suggested Readings:

• HyperAgents
• Agentic Supernet
• Why Do Multi-Agent LLM Systems Fail?

Suggested Readings:

• LLM4Cybersecurity

Suggested Readings:

• Agentic AI Safety & Security
• AI Agents Under Threat

Suggested Readings:

• LLM Agent Benchmarking Survey
• LLM as a Judge