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Analysis by ViralLoop — not written by the original author.

Theo - t3.gg on AI · ViralLoop

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Post by Theo - t3.gg on X

Theo - t3.gg@theo

AI is good because of the troves of human-curated information it is trained on. As human-curated info becomes harder and harder to find, we enter a chaotic cycle where AI is (unknowningly) trained on the outputs of other AI.

506 likes33 repliesPosted May 6, 2024

View the original on X Written by Theo - t3.gg. Captured Sep 4, 2026.

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37

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.
The opening line stands alone, so it reads completely before the post is expanded.
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 → Landing
Style: Conversational paragraphs at a steady pace.
Tone: corporate
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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More from Theo - t3.gg

> “Local first” > “On device” > tested on a DGX Spark, a $5000 dedicated AI supercomputer that has no support for traditional software I hate that these terms don’t mean anything anymore.

I get why they’re doing it though. I had a brand decline working with me because “you only get 100,000 views, this other guy is half your price and gets 70,000 views” The “other guy” was getting those views on X, where “views” count API responds with your post ID.

The cost to performance chart is the most interesting. 3.5 Flash is "more expensive" and "dumber" than gpt-5.5 on medium gpt-5.5-medium: 22m tokens, $1,199, 57 points gemini-3.5-flash: 73m tokens, $1,522, 55 points

Gemini 3.5 Flash is a really interesting release. It's super fast and surprisingly smart. It's also more expensive (3x more per token) and super token hungry. The result - it costs 2x more to run than Gemini 3.1 Pro on similar tasks. It's more expensive than GPT-5.5 Medium.

If you use any of the following with your Claude sub, your usage must got cut by 25x: - T3 Code - Conductor - zed - jean - “Claude -p” in your ci - scripts to call Claude code from other tools They’re disguising this as “free credits”. Don’t fall for it.

I don’t love how hard they are trying to spin this as a win. It’s a direct downgrade for us. Use the crappy desktop app from Claude? $5k+ in subsidized tokens. Use T3 Code to programmatically call Claude? $200 then you get billed.