Retrieval-Augmented Generation, Explained Properly
The idea is simple and the failure modes are not. Most disappointing implementations fail at retrieval, not at generation.
Engineering
Evaluating an AI Feature Before You Ship It
You cannot unit-test a language model, which is not the same as being unable to test it. A small hand-built evaluation set is worth more than any public benchmark.