Evaluation
Why most AI projects never leave the demo stage
Four gaps between a promising prototype and a system people can rely on.
Beyond the Demo
Evaluation
Measuring LLM quality, testing failure modes, and making release decisions.
Evaluation
The eval set you should build before writing a prompt
Start with representative examples, explicit expectations, and a place to record failures.