ViralLoop

I replaced every ai agent & workflow I have running OpenAI’s o1 model with new o3-mini. They *all* still work, and some work *better*. But for 9x cheaper and 4x faster. They are significantly under-hyping this model - it’s absolutely unbelievable. o3 & o3 pro will be crazy.

2.4K likes247 repliesPosted Jan 31, 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

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.
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.
Written from experience rather than as advice, which is harder to argue with.

The mechanics

Hook: Plain observation
Structure: Hook → Context → Turn → Context → Landing
Style: Short lines with heavy white space, built to be scanned.
Tone: personal, concrete, punchy
Mechanisms: Specificity
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Post by Mckay Wrigley on X