Topics
A few threads running through the notebook.
LLM Safety
-
Cerberus: Building an LLM Guardian
A practical look at building an LLM safety dataset: generating examples, removing duplicates, and figuring out which labels to trust.
Synthetic Data
-
Cerberus: Building an LLM Guardian
A practical look at building an LLM safety dataset: generating examples, removing duplicates, and figuring out which labels to trust.
Search
-
The Achilles Heel of Vector Search: Filters
Why filters can dramatically impact vector search performance and what you can do about it
-
Shipping ML with Feature Flags
How feature flags helped me change a search system gradually, test ideas, and keep a way back.
ML Engineering
-
Shipping ML with Feature Flags
How feature flags helped me change a search system gradually, test ideas, and keep a way back.