1 means it's impossible to offer better voice recognition accuracy or change the wake word, meaning they get pilloried by reviewers for offering a device that's strictly worse than the current gen, and they get pilloried by HN for contributing to tech waste.

1&2 get the company pilloried by HN the moment a vulnerability comes out.

3 is a requirement that doesn't actually solve any problems and ruins a legitimate need of ML - comparing performance against a known baseline.

4 is overbroad - most software companies make their money through data analysis of one form or another.