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Hype Dogs Only Do "One-Sentence Generation" AI

Hype Dogs Only Do "One-Sentence Generation" AI

Stop creating noisy AI content! Solve info input first for real value. Master Shannon's theory to build better AI products.

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Meng Li
Jun 10, 2025
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Hype Dogs Only Do "One-Sentence Generation" AI
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Dear AI Hype Dogs,

Stop making "one-sentence-to-article, one-sentence-to-video, one-sentence-to-podcast" AI products. They have no value and only create noise on the internet.

The reason is simple: "one-sentence" AI doesn’t solve the problem of information input.

The great Shannon said that the key to information transmission is reducing noise. Without original information input, AI just regurgitates existing internet content, creating noise. Content generated by one-sentence AI is typically high-noise, low-information.

My friend, Ahong, has a brilliant metaphor for this: “The current state of the AI industry: half the people are working on turning podcasts into text; the other half are working on turning text into podcasts. The end result? Doubling GDP.”

A more straightforward way to put it: many of our dear AI hype dogs are aiming to “step on their right foot with their left to ascend to the heavens.”

Let’s break it down.

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