We need to test and refine the AI assistant. 

People without programming skills can help us identify problems and try modifying or adding things to the instruction set / knowledge base / 'guidescript'.

Programmers can take it a few steps further and evaluate anything from our config to alternate applications for ML. There's also the need to switch to cheaper, open source AI.