Click on a tag to see relevant list of lectures.
| Title | Lecture |
|---|---|
| Survey - BioScience LLMs | SlideDeck |
| Survey - FMs in healthcare | SlideDeck |
| Survey - FMs in Robotics | SlideDeck |
| Title | Lecture |
|---|---|
| Introduction | SlideDeck |
| LLM basics - emergent ability and GenAI platform | SlideDeck |
| more LLM basics - a survey | SlideDeck |
| Title | Lecture |
|---|---|
| Platform - Model Jailbreaking / Safeguarding | SlideDeck |
| Platform - VLM Jailbreaking / Probing | SlideDeck |
| Title | Lecture |
|---|---|
| Platform - long context vs RAG + Hallucination |
| Title | Lecture |
|---|---|
| Agent - multiagent collaboration |
| Title | Lecture |
|---|---|
| Platform - VLM Jailbreaking / Probing | SlideDeck |
| multimodal FMs - video / audio |
| Title | Lecture |
|---|---|
| Agent - Planning / World Model |
| Title | Lecture |
|---|---|
| Platform - Prompting Engineering tools / Prompt Compression | SlideDeck |
| Title | Lecture |
|---|---|
| Platform - Context construction via RAG and Agent | SlideDeck |
| Platform - long context vs RAG + Hallucination |
| Title | Lecture |
|---|---|
| advanced LLM - for code reasoning | SlideDeck |
| advanced LLM - Math reasoning | SlideDeck |
| Title | Lecture |
|---|---|
| Platform - Model Jailbreaking / Safeguarding | SlideDeck |
| Title | Lecture |
|---|---|
| Agent Safety / More Autonomous Agents |
| Title | Lecture |
|---|---|
| Small foundation models | |
| Inference test time scaling law |
| Title | Lecture |
|---|---|
| Platform - Model Serving + PPO | SlideDeck |
| Agent Efficiency - Model Serving + PPO | SlideDeck |
| Model serving - Efficiency + PPO |