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Why The Loudest AI Account On Your Feed Is Rarely The Most Useful One
By Nigel Guy · 2 min read
Volume and usefulness aren't correlated in this space, and it's worth being
specific about why, because the loud accounts are exactly the ones an
algorithm surfaces most, which means they're disproportionately shaping what
feels like "everyone's talking about this."
The rule: posting volume and posting confidence are optimised for
engagement, not for being right — treat a loud, frequent poster as
entertainment or sentiment, not as a reliable source for what to actually
do.
Why this holds
- Confident, dramatic claims get more engagement than hedged, accurate
ones — the incentive structure of social platforms rewards exactly the
opposite of careful, uncertain, well-calibrated commentary.
- Volume requires speed, and speed trades against verification. Someone
posting multiple times a day about every release has less time to
actually test what they're commenting on than someone posting rarely
after real use.
- A track record is invisible in the feed. You see today's confident
claim; you don't see how many of their past confident claims turned out
wrong, because platforms don't surface that comparison for you.
- Being early and being right are different skills, and the feed
rewards the first far more visibly than the second.
The mechanism for filtering better
- Weight quiet, specific, hedged commentary over loud, sweeping claims —
the format itself is a signal.
- Look for someone showing actual use, not just opinion — a screen
recording of a real task beats a confident paragraph about a
capability.
- Check whether a claim would be falsifiable and specific enough to be
wrong — vague hype ("this changes everything") can't be checked later;
a specific claim can, and that accountability is worth favouring.
What to skip
Skip unfollowing everyone loud reflexively — some genuinely useful people
also post often. The filter is specificity and track record, not volume
alone. And skip assuming quiet automatically means credible; plenty of quiet
accounts are just quiet.
Guardrails
- This applies to Juliemango's own content too — read for reasoning and
specificity here, not for confidence of tone.
- "Everyone's talking about it" is itself a signal shaped by the same
engagement incentives, not independent confirmation that something
matters.
- The best correction for feed-driven hype is your own direct test of
whatever's being claimed, on your own actual task.
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