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The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

Meredith Whittaker on AI · ViralLoop

Post by Meredith Whittaker on X

Meredith Whittaker@mer__edith

Voice cloning AI isn't new + the risks have been known for ages, as has the fact that the "benefits" don't justify the risks Cynically, this looks like a performance of "judicious caution" meant to give MS execs an e.g. of "self regulation working" they can reference if pressed.

278 likes10 repliesPosted Mar 31, 2024

View the original on X Written by Meredith Whittaker. Captured Sep 4, 2026.

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31

Viral score

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Contradicts something the audience already believes, which stops the scroll.
Short enough to read in full without expanding, which removes a step before the point lands.
Quotes someone directly, which makes the moment concrete rather than summarised.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: plain, matter-of-fact
Mechanisms: Pattern interrupt
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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The edge lord disrespect, unprofessionalism, strategic blundering typical of actual decision making in the AI industry speaks infinitely louder than all the voluntary safety pledges ever could. In fact, those pledges serve mainly to highlight how far the walk is from the talk.

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PSA: Signal will never do this ❤️😇 We don’t collect your data in the first place, so we don’t have anything to “mine” for “AI” t.co

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TLDR: to 'solve' trash content on trash surveillance platforms, BigTech AI will flag whether content is 'good' or not. Can we please stop falling for this? This isn't 'solving' the problem. It's simply consolidating control over platforms w/o attending to who will wield it.

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📢NEW FROM ME! On the TikTok ban, the danger of abandoning defense of speech to extremists, & how the liberal tendency to assume a just state "outside the scope of this paper" leads to confused law/policy that can exacerbate the problems platforms pose. t.co