Scaling Laws Articles

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1/31/2026 • EN

A reflection on a decade-old blog post about deep learning, examining past predictions on architecture, scaling, and the field's evolution.

Deep Learning Machine Learning Neural Networks Scaling Laws Transformers

10/1/2025 • EN

A discussion of AI researcher Rich Sutton's critique of LLMs and his vision for AI inspired by animal learning, contrasting with current approaches.

artificial intelligence Bitter Lesson llm Pretraining Scaling Laws

12/24/2024 • EN

Argues that the 'age of data' for AI is not ending but evolving into an era of 'superhuman data' with higher quality and knowledge density.

AI Research artificial intelligence Data Scaling Neural Networks Scaling Laws

5/22/2024 • EN

Summary of Microsoft Build 2024 keynote on AI transformation, from information access to actionable expertise, featuring Microsoft Copilot.

ai artificial intelligence Deep Neural Networks Microsoft Build Scaling Laws

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