If LLMs are trained with social media noise, what you end up creating is an entertainment machine, not an industry-leading product.
In the short term, entertaining content gains popularity. In the long term, high-quality data is the only way to sustain a decade-long business.
Most people realize this late. And initially, they simply don't believe it.
Exchanges and DeFi protocols are the same — those that truly survive never rely on marketing noise to accumulate users, but instead win trust through product accuracy and data transparency.
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Accuracy > Popularity.
If LLMs are trained with social media noise, what you end up creating is an entertainment machine, not an industry-leading product.
In the short term, entertaining content gains popularity. In the long term, high-quality data is the only way to sustain a decade-long business.
Most people realize this late. And initially, they simply don't believe it.
Exchanges and DeFi protocols are the same — those that truly survive never rely on marketing noise to accumulate users, but instead win trust through product accuracy and data transparency.