AI Data Scaling

Creator

Creator

Seonglae Cho

Created

Created

2024 Jun 6 6:42

Editor

Editor

Seonglae Cho

Edited

Edited

2025 Nov 7 15:21

Refs

Refs

Synthetic Dataset

https://epoch.ai/blog/will-we-run-out-of-ml-data-evidence-from-projecting-dataset

Self Training

The key inflection point is how much new data AI-generated extrapolation can produce

Synthetic Dataset

Will We Run Out of ML Data? Evidence From Projecting Dataset Size Trends

Based on our previous analysis of trends in dataset size, we project the growth of dataset size in the language and vision domains. We explore the limits of this trend by estimating the total stock of available unlabeled data over the next decades.

https://epochai.org/blog/will-we-run-out-of-ml-data-evidence-from-projecting-dataset

Will We Run Out of ML Data? Evidence From Projecting Dataset Size Trends

https://arxiv.org/pdf/2211.04325

Altman’s Law: the Limits of AI and Intelligence

What are the limits on AI’s exponential growth? When and can AI get smarter than humans?

Altman’s Law: the Limits of AI and Intelligence

https://generativeai.pub/altmans-law-the-limits-of-ai-and-intelligence-cbe51c86ef9

Altman’s Law: the Limits of AI and Intelligence

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