ViralLoop

The top .1% of users are playing with local LLMS This will 10x every 12 months.... Until Apple, Dell and MSFT have one on your local device BY DEFAULT in 2028 This takes the local hardware spec race from irrelevant for 99% of users to critical. Going to be insane.

2.2K likes16 repliesPosted Mar 11, 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

Opens with a short, self-contained line that is easy to take in at a glance.
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.
Uses short lines and white space, which makes a long post feel quick to read.
Follows a clear Hook → Context → Turn → Context → Landing shape, so the reader always knows where they are.
Ends on a short line that is easy to quote and repeat.

The mechanics

Hook: Plain observation
Structure: Hook → Context → Turn → Context → Landing
Style: Short lines with heavy white space, built to be scanned.
Tone: 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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