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As with anything dependent on machine learning, Systrom says these features will improve over<br />
time as more users report certain posts and share others. The company considers these<br />
measures a critical step toward fostering “kind, inclusive” communities on the network, though<br />
admits its work is “far from finished and perfect.”<br />
Instagram is aware of the pitfalls of inadvertently curbing free speech in the name of protecting<br />
users, though the system is intelligent enough to take account of the context surrounding each<br />
communication. For example, the algorithms are more likely to favor someone you have had<br />
frequent and positive experiences with in the past than a stranger. In addition, a user who ends<br />
up leaving a blocked comment on one of your posts won’t know their comment has been hidden<br />
— preventing people from tempting the censors just for fun.<br />
Comment filtering is just one of a number of new features that have made their way to the<br />
photo-centric social network in recent months, with the ability to archive postsrecently<br />
undergoing testing.<br />
Earlier in <strong>2017</strong>, Twitter set foot on a similar path to curb abusive behavior by hiding offensive<br />
content and “less-relevant” replies that don’t contribute to a discussion. Unlike Instagram’s<br />
approach, the posts are still there — they have just collapsed automatically and can be viewed<br />
with an extra tap or click. Twitter also instituted a 12-hour probation-like system for users<br />
behaving violently toward non-followers and taken steps to ensure banned individuals cannot<br />
simply turn around and make another account to rejoin the network.