Topics / AI safety

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Internet data quality constraints

Amodei acknowledges that running out of high-quality internet data is a possible scaling limit. While trillions of words exist online, much is repetitive, low-quality search engine optimization content, or potentially future AI-generated text, constraining useful training material.

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Dario Amodei, Amanda Askell & Chris Olah on AI Development and Safety

Original excerpt

we simply run out of data. There’s only so much data on the internet, and there’s issues with the quality of the data. You can get hundreds of trillions of words on the internet, but a lot of it is repetitive or it’s search engine optimization drivel
Context

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