ViralLoop

Excited to announce that we at Menlo Ventures are leading a $50M round in Goodfire with Anthropic to understand AI models! Having started interpretability teams at OpenAI and DeepMind, we think this is the best research team to solve this. The future of AI is interpretable.

704 likes42 repliesPosted Apr 17, 2025

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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

Uses concrete numbers instead of vague claims, which makes it credible and quotable.
Points at real customers, users or results as evidence rather than assertion.
Follows a clear Hook → Context → Landing shape, so the reader always knows where they are.
Ends on a short line that is easy to quote and repeat.
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: Announcement
Structure: Hook → Context → Landing
Style: Conversational paragraphs at a steady pace.
Tone: energetic, concrete, punchy
Mechanisms: Specificity, Social proof
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

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