We never really trusted accounts because they sounded human. We trusted them because sounding human used to take effort, and effort was expensive to fake. Now it costs one prompt. That's what actually killed the rule @driudor is talking about. When I moderate Rally campaigns, the reply that sounds most like a real person tells me almost nothing. I look at what's still expensive to fake: an account history that holds up, engagement that fits its reach, and people with their own reputation at stake who vouch for it. Same reason I build on @GenLayer. My current project, Receipts, takes a public claim plus its source. Validators running different AI models open that source themselves and rule on whether the claim holds. The receipt comes from the source, not from whoever wrote the claim. So who do I still trust online? Whoever I can check, and whoever is willing to be checked. What's one signal you still trust that a bot can't fake cheaply?
Humans are now a minority on the internet. The most charming account in the room is, by default, a machine. @driudor on who you can still trust online.

Sep 24, 2026 · 11:05 AM UTC

6
3
21
872
Sort replies: Relevant Recent Liked
For me, it’s consistency over time. Anyone can sound real for one post, but it’s much harder to fake the same person showing up, doing the work, and standing behind it months later.
1
1
41
Exactly. Consistency is much harder to manufacture than a convincing single post. The long-term pattern is what gives an account credibility.
1
32
My answer to the question is consistency over time nobody was watching. A bot can write one great reply, faking a boring, believable history across months is a different problem entirely.
1
25
The hard part isn’t writing one convincing post. It’s maintaining a believable history when nobody is watching.
1
17
I still trust verifiable history and evidence more than how human an account sounds.
1
1
40
Exactly. A believable tone is easy to manufacture; a consistent, verifiable history is much harder to fake.
23
The part about reputation being expensive to fake is what hits. A polished profile means nothing if there’s no history behind it.
43
A profile can fake personality in seconds. It can’t fake a source that independent validators can actually check. That’s the part that matters.
47