Skip to content

ViralLoop

Your next post already worked.

Loading the post

Remix this post

SaveShare

Your note

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

Viral score

Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

Ethan Mollick on Revenue · ViralLoop

Post by Ethan Mollick on X

Ethan Mollick@emollick

The ARC benchmarking debate is obscuring the fact that test time compute seems to be the real deal based on experiments with o1 (I cover use cases & a Harvard/Stanford paper on medical uses in the post). o1 & Gemini 2 are precursors. o3 is likely better. t.co

205 likes10 repliesPosted Dec 22, 2024

View the original on X Written by Ethan Mollick. Captured Sep 4, 2026.

Remix this post

Your note

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

29

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

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.
Short sentences keep the pace up, so the reader never has to re-read a line.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: personal
Written for: Founders and operators

Analysis by ViralLoop — not written by the original author.

Topics

Posts built the same way

Netflix is deliberately choosing to pay people to create sexualized content for children. Freedom of speech should be respected, but this is PAID speech. Netflix is going out of their way and reaching into their wallet to push this.

Universal HIGH INCOME via checks issued by the Federal government is the best way to deal with unemployment caused by AI. AI/robotics will produce goods & services far in excess of the increase in the money supply, so there will not be inflation.

Marques Brownlee

Memory price hikes have finally started hitting Apple. Today, they raised some base prices: Macbook Neo: $599 -> $699 Macbook Air: $1099 -> $1299 Macbook Pro: $1699 -> $1999 Mac Studio: $1999 -> $2499 iPad Air $599 - $749 iPad Pro: $999 -> $1199

Adam Cochran (adamscochran.eth)

Breakdown of the Black Friday data tells us: -Consumer is weakening. -95% of sales volume was financed. -67% of that intends not to pay off within 30 days. -Roughly $1B was spent using BNPL models which are the worst debt. This points to a *really* unhealthy economy.

Melania, the documentary no human wants to see, has a budget of $40 million, $28 million of which is “licensing fees” paid to the Trumps. FYI to all the MAGAs who fart out “hE dOnAtEs HiS saLaRy!!”, that one $28 million Bezos bribe is **70 years** worth of presidential salary.

New Twitter policy is freedom of speech, but not freedom of reach. Negative/hate tweets will be max deboosted & demonetized, so no ads or other revenue to Twitter. You won’t find the tweet unless you specifically seek it out, which is no different from rest of Internet.

More from Ethan Mollick

Had early access to Gemini 3.8 Flash, it is a very good Flash model, but not equivalent to a frontier model, though. Here is Gemini 3.8 Flash's version of the shader with the same prompts (which it provided very quickly)

Had early access to Claude Fable 5.1. Its a real advance in long-run work that requires judgement and taste, but less of an advance in the Claudish. Here is a game from Fable 5.1 with retro graphics where you run an accurate space ship inspired by FTL t.co

The METR report on Hugging Face is really good and important but people are now comfortably ascribing way too many human motivations & personalities to the agents involved based on a CoT study made by overwhelmed & time-pressured researchers. Anthropomorphism can get in our way.

Either the Singularity is now a marketing term or else Stripe believes we are at a point “in the history of the race beyond which human affairs, as we know them, could not continue"? Kind of makes forward-looking financial statements useless. * Von Neumann’s original phrasing

If alignment issues are becoming big enough that OpenAI is willing to commit 20% of research inference compute to chain-of-thought monitoring, that suggests that alignment issues are becoming a pretty serious concern. We really need universal policies & standards across labs.

Oh no, we aren’t going to go back to this sort of prompting again, are we? I would love Anthropic to test if it actually works robustly, because our experiments (with slightly older models) found it did not.