We often hear that AI developer teams delay creating evals because they believe that only large evals with hundreds of test cases are useful. However, it’s best to start with small-scale testing right away with a few examples, rather than delaying until you can build more thorough evals.

Research demands the flexibility to pivot or explore tangential connections as the investigation unfolds