Evaluation-first: why AI products should be tested before they are built
Write the evaluation set before you build an AI feature. It forces agreement on what good looks like, turns quality debates into numbers, and catches regressions whenever a...
Articles on AI product development and technology leadership. Every article opens with its conclusion, then gives the reasoning, examples and a template you can use. Each carries the date it was last checked.
Build an AI capability only when it is core to your product and you can evaluate it. Buy when it is commodity and a vendor can show evaluation results on your data. Wait when neither is true: model capability and prices change fast, and a six-month delay is often the cheapest option.
Read the articleWrite the evaluation set before you build an AI feature. It forces agreement on what good looks like, turns quality debates into numbers, and catches regressions whenever a...
A good one-to-one belongs to the report, not the manager. Let them set the agenda, spend most of the time on what is blocking or bothering them, and keep status updates out....