i have some familiarity with sentiment / intent detection in context heavy environments (gaming and VR) and absolutely agree that labeling is both a fundamental

i have some familiarity with sentiment / intent detection in context heavy environments (gaming and VR) and absolutely agree that labeling is both a fundamental and very nuanced problem. an ML PhD was hired to work on toxicity detection, and a primary activity in his first several months was manually watching and labeling game replays - what a use of all that education! there's something to be said for utilizing community-based reporting as a form of expert labeling for integrity issues specifically, but that's not a silver bullet and has its own baggage