AI Learning Club

Goal

Build AI technical expertise within the team and the AI Powered stage, discover how the industry is evolving, improve our product

📓 Agenda: https://docs.google.com/document/d/1v0pe2BXu2kD_a2-ccau11LuiCSWl-U6fOhTA1twOaQY/edit

📅 Calendar: https://calendar.google.com/calendar/u/0?cid=Y19mNjJmOTBlM2U5ODRlZjI4MWU1ZWI2ZmQ3ZWYxYjM4NjRkZjBiYWZiNTNkMDVmODBjYmExYzlkOGVlZmM3NzBiQGdyb3VwLmNhbGVuZGFyLmdvb2dsZS5jb20

📹 Recordings playlist: https://www.youtube.com/playlist?list=PL05JrBw4t0KpMQvpH9xU6pDqrylAbd1Ja

Format

Every 2 weeks, we choose one topic to read on. This can be a set of papers (or just one), a chapter of a book, a tutorial over AI usage. Participants go through the content on their own, and can discuss the content async on the agenda. A sync is scheduled to discuss the results. Each session will have a different host that is responsible for preparing the discussion (sometimes it is useful to start with a 15 minute summary), scheduling the sync and creating the discussion thread

Content allowed is open, some ideas are around new forms of model validation, AI architecture, use cases, security. Suggestions are welcomed.

How to participate?

Turn on notifications to this issue to receive updates, suggest content, participate sync or async. Subscribe to the calendar to be updated and a new event is added

Schedule

Date Host Content Recording Additional Notes
April 2nd, 2026 3:30 PM UTC @eduardobonet Agentic AI, Module 5 - Patterns for Highly Autonomous Agents
March 18th, 2026 4:30 PM UTC @eduardobonet Agentic AI, Module 4 - Practical Tips for Building Agentic AI
Feb 25th, 2026 5:00 PM UTC @nlee8 Agentic AI, Module 3 - Tool Usage slides
Feb 11th, 2026 4:30 PM UTC @eduardobonet Agentic AI, Module 2 - Reflection Design Pattern https://youtu.be/fhgQE9XAzPs
January 27th, 2026 4:30 PM UTC @eduardobonet Agentic AI, Module 1 https://youtu.be/EVXUp6TqFxM
October 15th, 2025 @aying-gl Defeating Nondeterminism in LLM Inference
October 1st, 2025 @eduardobonet AI Agents from First Principles
July 24th, 2025 @jfypk Three Gulfs of LLM development Three Gulfs of LLM development
April 15th, 2025 @eduardobonet MCP Edition
March 27th, 2025 @eduardobonet AI Engineering, chapter 10 - AI Engineering Architecture and User Feedback https://youtu.be/uwmU0Q0DKsg Ch. 10 notes
March 5th 2025 @eduardobonet AI Engineering, chapter 9 - Inference Optmization https://www.youtube.com/watch?v=LGB1GJVktMs Ch. 9 notes
February 11th 2025 @eduardobonet AI Engineering, chapter 8 - Dataset Engineering https://youtu.be/gkvy8Tk9QRI Ch. 8 notes
December 5th @squadri AI Engineering, chapter 7 - Fine Tuning https://youtu.be/XN4pRHP_nUs Slides & Ch. 7 notes
November 12th @eduardobonet Automatic Prompt Optmization https://youtu.be/hQBkSKxsIz0
October 15th @pmartinsgl OWASP Top 10 for LLM Applications - I'll try to bring real examples from GitLab https://youtu.be/8cJwZk9VcdU
September 17th @missy-gitlab AI Engineering, chapter 5 - RAG & Agents sections (rest of ch. 5) https://youtu.be/jxfN6L4fxy0 Slides & Ch. 5 Notes
September 3rd @eduardobonet AI Engineering, chapter 5 - Prompt Engineering section https://www.youtube.com/watch?v=Z-6bJyaA04Q Ch. 5 Notes
August 20th @maddievn How Do We Evaluate LLMs? (10 minute video) https://youtu.be/eydAmB08nYY Slides
Aug 6th @eduardobonet AI Engineering, chapter 4 https://youtu.be/i_yD9L4ETcM Ch. 4 Notes
July 23rd @eduardobonet AI Engineering, chapter 3 https://youtu.be/D3rJIhQxN0k Ch. 3 Notes
July 9th @eduardobonet AI Engineering, chapter 2 https://www.youtube.com/watch?v=U4JEVzN9uEA Ch. 2 Notes
June 25th @eduardobonet AI Engineering, chapter 1 https://youtu.be/MjuBSnHBEiA Ch. 1 Notes
Edited by Eduardo Bonet