No, it does not.
There is a big difference between:
- showing you unconnected content you are likely to engage with
- having rules enforced with the help of human reviewers to prevent any user from getting recommendations with people deemed ugly/poor/etc.
The content you see depends on your interests. Making this up: if you regularly engage with topics that have a majority of fat people posting, say weight loss strategies, you will see a lot of fat people in Instagram Explore.
It's the difference between:
- Instagram: "I mostly see beautiful people" (because that's the content I and many users engage with).
- Tiktok: "I never see ugly people" (because the platform has a guideline that prevents that content from being shown to me)
Suppose 10 users on average interact with 2 non-ugly persons and 1 ugly person. People like commenting on the non-ugly people's content with "wow so pretty!" and "that's awesome! ", etc, etc while ugly people don't get as many comments and maybe even receive neutral to non-positive comments.
Now a new person signs up. They get recommend non-ugly people in their feed since that's more popular based on views and interactions.
Another new person signs up and they get the same recommendation, and so on.
After 100 new sign ups, the recommendation engine has 'learned' that majority of people prefer interacting with non-ugly people.
Another new user signs up and all they see in non-ugly people recommendations.
The end result is pretty much the same. Ugly people will get pushed out enough either by the programmatic learning engine that becomes over trained and biased, or by manual reviewers that filter content based on data that shows that non-ugly people bring in more users, otherwise they'd promote ugly people content if that was driving more interactions.
by the same standard, you can see ugly people on tiktok, because they don't delete the post, they just supress it from popular feeds.
That's not what happens to me. Instagram consistently pushes model-type people to me even though I hardly ever interact with those types.
It kind of makes sense. Bad results can and do come out of well-intentioned decisions. In other areas (business, legislation) we judge policies by their actual effects, not by their creators' intentions.
Half of my explore is memes and infographics because that’s what I interact with a lot.