Question 1

What is the difference between a bot, a troll and a sock puppet?

Accepted Answer

They describe different things and are used interchangeably in a way that obscures what is actually happening.

**A bot** is an **automated** account run by software rather than a person in real time. Bots range from entirely benign — posting weather updates, earthquake alerts, automated news — to malicious, amplifying content, inflating follower counts, or spreading spam at volume. The defining feature is **automation**, not intent.

**Detection is harder than people assume**, and casual accusations are frequently wrong. Genuine people who post frequently, use similar phrasing to others in their community, or hold unpopular views are routinely labelled bots. Real indicators include implausible posting volume, perfectly regular timing, and content that ignores the conversation it replies to.

**A troll** is a **person** who posts deliberately provocative or disruptive content to elicit a reaction. The defining feature is **intent to provoke**, not automation. Original usage referred to provocation for amusement; it has broadened to cover most hostile online behaviour, which has diluted its usefulness.

Importantly, **a troll is usually sincere in their disruption and insincere in their argument** — they may not hold the view they are advancing. This is why arguing with one is unproductive: the goal was the reaction, and engagement is the reward.

**A sock puppet** is an **additional account operated by someone who already has one**, used to create a false impression of independent support. The defining feature is **deception about identity** — one person appearing to be several. Sock puppets are used to agree with oneself, evade a ban, manipulate votes, or attack a rival while appearing uninvolved.

**A brigade** is coordinated action by many real accounts. **A troll farm** is an organised operation employing people to do this at scale, which combines all three.

**Why precision matters:** "bot" has become a way to dismiss any opinion you dislike, which makes genuine inauthentic behaviour harder to discuss.

Question 2

What actually happens when you report someone?

Accepted Answer

Your report enters a queue and is assessed against the platform's rules — not against whether the content upset you, which is the source of most disappointment with the outcome. The process:

Question 3

What is shadowbanning and is it real?

Accepted Answer

Shadowbanning describes having your content quietly suppressed — still visible to you, but shown to far fewer people — without notification or any stated violation. The term is used loosely, and

Question 4

What is engagement bait and why does it work?

Accepted Answer

Engagement bait is content designed to extract a reaction — comment, share, like, reply — rather than to inform or entertain. It exists because ranking systems reward engagement, so manufacturing

Question 5

What is doxxing and what can you do about it?

Accepted Answer

Doxxing is publishing someone's private identifying information without consent, typically to enable harassment. The name derives from "dropping docs". What is typically published: home address,

Question 6

Why do online pile-ons happen?

Accepted Answer

Because the mechanics of social platforms convert individually reasonable actions into a collectively disproportionate one — and almost nobody involved experiences themselves as part of a mob. The

Question 7

Do filter bubbles and echo chambers really exist?

Accepted Answer

The evidence is more nuanced than the popular account, and the honest answer is that both effects are real but smaller and more complicated than the standard narrative claims. The original argument:

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