What do you expect when dealing with an environment as deliberately toxic as Twitter, with millions of bots fake-networking all over the place to be later used

What do you expect when dealing with an environment as deliberately toxic as Twitter, with millions of bots fake-networking all over the place to be later used to generate fake hype or fake support, and the engagement schemes optimized for three minute hates.