ViralLoop

2.5x faster but 6x more expensive. This can’t be achieved by inference optimization, must be new chips. TPU? B200? AWS Inferentia? Cerebras?

1.3K likes95 repliesPosted Feb 7, 2026

Private to you, and used when you remix this post.

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

From likes, comments.

Why it worked

Leads with a specific number, which is concrete enough to be worth a second of attention.
Uses concrete numbers instead of vague claims, which makes it credible and quotable.
Follows a clear Hook → Context → Invitation shape, so the reader always knows where they are.
Ends on a question, which is the most reliable way to turn readers into repliers.
Short enough to read in full without expanding, which removes a step before the point lands.
Short sentences keep the pace up, so the reader never has to re-read a line.

The mechanics

Analysis by ViralLoop — not written by the original author.