Advanced LLM Agents MOOC Berkeley Spring 2025 Study Group

Discord:

We meet once a week on average to discuss Lectures and any related advancements in the field.

Study Session: Sunday, Feb 02, 2025

• Lecture 1: Inference time techniques.
  Study session recording: https://youtu.be/z2NUTDnWYmM
  AI generated Notes

Study Session: Sunday, Feb 09, 2025

• Lecture 2: Reasoning in LLMs.
  Study session recording: https://youtu.be/gG2qhuS9_cE
  AI generated notes

Study Session: Sunday, Feb 15, 2025

• Special session: DeepSeek Deep Dive by Yatharth
  Study session recording: https://youtu.be/dKBYrXxLKE8
  Slides AI generated notes

Study Session: Sunday, Feb 16, 2025

• Lecture 3: On Reasoning, Memory, and Planning of Language Agents
  Study session recording: https://youtu.be/ODoqrtVY4lE
  AI generated notes

Study Session: Sunday, Mar 15, 2025

• MCP Deep Dive by Yatharth
  Study session recording: https://youtu.be/YvvOcrW-zrI
  AI generated notes

Study Session: Saturday, Apr 5, 2025

• Llama 4 discussion.
  Study session recording: https://youtu.be/LwdTTDKlae8
  AI generated notes

Study Session: Saturday, Apr 12, 2025

• Faithfulness of Chain-of-thought LLM models.
  Study session recording: https://youtu.be/HEAgM1zVPlU
  AI generated notes

Study Session: Saturday, May 24, 2025

• DSPy: Discussion.
  Session slides