That's true for google, sure. But what about individual workers and managers at google?
You can push things forward hard, battle the many stakeholders all of whom want their thing at the top of the search results page, get a load of extra headcount to make a robust and scalable user-facing system, join an on-call rota and get called at 2am, engage in a bunch of ethically questionable behaviour skirting the border between fair use and copyright infringement, hire and manage loads of data labellers in low-income countries who get paid a pittance, battle the internal doubters who think Google Assistant shows chatbots are a joke and users don't want it, and battle the internal fearmongers who think your ML system is going to call black people monkeys, and at the end of it maybe it's great or maybe it ends up an embarrassment that gets withdrawn, like Tay.
Or you can publish some academic papers. Maybe do some work improving the automatic transcription for youtube, or translation for google translate. Finish work at 3pm on a Friday, and have plenty of time to enjoy your $400k salary.
You can push things forward hard, battle the many stakeholders all of whom want their thing at the top of the search results page, get a load of extra headcount to make a robust and scalable user-facing system, join an on-call rota and get called at 2am, engage in a bunch of ethically questionable behaviour skirting the border between fair use and copyright infringement, hire and manage loads of data labellers in low-income countries who get paid a pittance, battle the internal doubters who think Google Assistant shows chatbots are a joke and users don't want it, and battle the internal fearmongers who think your ML system is going to call black people monkeys, and at the end of it maybe it's great or maybe it ends up an embarrassment that gets withdrawn, like Tay.
Or you can publish some academic papers. Maybe do some work improving the automatic transcription for youtube, or translation for google translate. Finish work at 3pm on a Friday, and have plenty of time to enjoy your $400k salary.