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The mechanics

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Written for

Analysis by ViralLoop — not written by the original author.

Post by Balaji on X

China’s Deepseek claims their new open source model was trained for just $5.6M, and that it’s on par with GPT 4o and Claude 3.5 Sonnet. If true that’s a >10X cost reduction.

2.5K likes114 repliesPosted Dec 26, 2024

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

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49

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

Uses concrete numbers instead of vague claims, which makes it credible and quotable.
Ends on a short line that is easy to quote and repeat.
Short enough to read in full without expanding, which removes a step before the point lands.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: concrete
Mechanisms: Specificity
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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More from Balaji

There are counterarguments worth engaging. One point (also by @MarceloLima) is that Block was overstaffed, like Twitter before the acquisition. Possibly true. But it’s also true that the new tools mean many orgs think they can do more with less. Some will run the experiment.

Zuck out Page out Brin out Thiel out Elon out The most successful tech founders of all time have now exited the failed state of California. You shouldn’t move there for tech. And if you are there, you should leave. The future is the decentralized Internet.

This is nuking every single supply chain that passes through the US in any way, under the illusion that 45 years of deindustrialization can be fixed in one day of 45% tariffs. Countless low-margin businesses, including US exporters, will be pushed into unprofitability.

If we do see hundreds of memecoins out there, then the market gets educated and becomes more real. A celeb memecoin is then a bit like a tracking poll. It measures the strength of an influencer’s brand. You aren’t forecasting future revenue, you’re forecasting future pageviews.

In other words: the Chinese Deepseek paper references GPT-4o, which was in fact led by an Indian immigrant to the US. Many valid policy decisions one can make, but be real about the tradeoffs. 96% of the world is non-American and there is real talent out there. Original post:

Funny you mention that! Because Prafulla Dhariwal is an International Math Olympiad and International Physics Olympiad gold medalist with a 5.0 GPA from MIT. And he led the development of GPT-4o.

Balaji on AI · ViralLoop