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AI Data Scaling

Creator
Creator
Seonglae Cho
Created
Created
2024 Jun 6 6:42
Editor
Editor
Seonglae Cho
Edited
Edited
2025 May 20 1:37
Refs
Refs
AI Scaling
Synthetic Dataset
https://epoch.ai/blog/will-we-run-out-of-ml-data-evidence-from-projecting-dataset
 
 
 
 
 
 

Self Training

 
 
 
 
 
 
AI generated extrapolation 이 얼마나 새로운 데이터를 만들어낼 수 있는지가 핵심 분기점
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.
Will We Run Out of ML Data? Evidence From Projecting Dataset Size Trends
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
arxiv.org
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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