I’ve always wanted to build a self-optimizing system based on one armed bandit algorithms. Split testing tools are all the rage, but imagine using GenAI to come up with and automatically test variations of <form> submissions.

The ability to constantly change and backtest as your audience changes (because source traffic is a dynamic block more akin to a river than something static that we can test once for!) always sounded powerful.