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The mechanics

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Analysis by ViralLoop — not written by the original author.

Post by Dario Amodei on X

Dario Amodei@DarioAmodei

Cyber is the first clear and present danger from frontier AI models, but it won’t be the last. If we are able to collectively rise to the challenge and confront this risk, it could serve as a blueprint for addressing the even more difficult challenges that lie ahead of us.

985 likes110 repliesPosted Apr 7, 2026

View the original on X Written by Dario Amodei. Captured Sep 4, 2026.

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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

Frames the idea around what the reader stands to lose, which is more motivating than gain.
Written from experience rather than as advice, which is harder to argue with.
Short enough to read in full without expanding, which removes a step before the point lands.

The mechanics

Hook: Plain observation
Structure: Hook
Style: Conversational paragraphs at a steady pace.
Tone: corporate
Mechanisms: Loss aversion
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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More from Dario Amodei

The dangers of getting this wrong are obvious, but if we get it right, there is a real opportunity to create a fundamentally more secure internet and world than we had before the advent of AI-powered cyber capabilities.

We’ve been tracking the increasing cyber capabilities of AI models for years, which arise as part of their general proficiency at coding. But our new model, Mythos Preview, represents a particularly large step up.

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Dario Amodei on AI · ViralLoop