Simon Willison’s Weblog

What is prompt optimization? (via) Delightfully clear explanation of a simple automated prompt optimization strategy from Jason Liu. Gather a selection of examples and build an evaluation function to return a numeric score (the hard bit). Then try different shuffled subsets of those examples in your prompt and look for the example collection that provides the highest averaged score.