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Model Collapse and the End of Free Data

中文摘要

AI模型过度抓取网络数据导致“模型崩溃”数学瓶颈。这预示免费数据时代终结,影响未来基础模型开发。

English Summary

Unconstrained internet scraping for AI model training leads to "model collapse," a mathematical barrier. This signifies the end of free data, impacting future foundation model development.

原文节选

The unconstrained scraping of the open internet to train foundation models has hit a mathematical wall: model collapse. When generative… Continue reading on Medium »