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The mechanics

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David Sacks on AI · ViralLoop

Post by David Sacks on X

David Sacks@DavidSacks

Here’s another example: Hugging Face tried using American frontier models to analyze an AI-powered cyber attack. But the guardrails blocked requests containing real exploit payloads so they switched to GLM 5.2 running locally. The guardrails actually impaired defensive security.

2.1K likes69 repliesPosted Jul 19, 2026

View the original on X Written by David Sacks. Captured Sep 4, 2026.

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51

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.

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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More from David Sacks

Anthropic maintains that it is entitled to train for free on all the world’s output, even if the author objects. But if a competitor trains on Anthropic’s output after paying for it, that is IP theft. The hypocrisy is breathtaking.

Kimi K3 just fixed 15 critical security bugs that Codex and Fable refused because of “cyber guardrails.” There’s no reason to limit American models on tasks that Chinese models handle without issue. We’re only making ourselves less competitive.

The two biggest narratives about AI right now are that (1) it’s a massive bubble (i.e. totally fake) and (2) about to give rise to superintelligence (i.e. totally real). Both narratives can be fake (which is what I believe) but it’s very unlikely that both can be true.