LLM Evals Course: Complete Course Recap
This is my recap of Hamel and Shreya's LLM evaluation course. I'm hoping I come back here in the future every time I need to remind myself of how to do this the right way.
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LLM Evals Lesson 8: Improving LLM Products
Notes from the final lesson of Hamel and Shreya's LLM evaluation course - practical strategies for improving accuracy and reducing costs through prompt refinement, architecture changes, fine-tuning, and model cascades.
Building an AI Sandbox with Docker
How to set up a persistent Docker environment for AI coding tools without losing your authentication every time you restart the container.
The Decade of Agents: Swyx's AI Engineer Paris Keynote
Swyx argues for 2025-2035 as the decade of AI agents, backed by unprecedented infrastructure investment and converging technical definitions.
AI Demystified Book by Antonio Weiss
Pearson FT published AI Demystified offers a gentle introduction for business leaders who want to understand how AI might impact their field.
Cogs / Interns / Human Tasks, a practical framework for AI transformation
Trying to blend together two AI Framework styling into one that's more practically useful