ViralLoop

“GPT‑5.1-Codex-Max work on tasks for more than 24 hours.” When frontier AI labs make claims like this, can you share what the task actually was and what the model produced? Because my lazy intern can also grind for 24 hours and ship 10 lines of code.

376 likes35 repliesPosted Nov 19, 2025

Remix this post

Your note

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

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.
Contradicts something the audience already believes, which stops the scroll.
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: Plain observation
Structure: Hook → Context → Landing
Style: Conversational paragraphs at a steady pace.
Tone: personal, punchy
Mechanisms: Pattern interrupt
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

AI Engineering

Post by Yuchen Jin on X