The Sequence Opinion #778: After Scaling: The Era of Research and New Recipes for Frontier AI
Published:Dec 25, 2025 12:02
•1 min read
•TheSequence
Analysis
This article from The Sequence discusses the next phase of AI development, moving beyond simply scaling existing models. It suggests that future advancements will rely on novel research and innovative techniques, essentially new "recipes" for frontier AI models. The article likely explores specific areas of research that hold promise for unlocking further progress in AI capabilities. It implies a shift in focus from brute-force scaling to more nuanced and sophisticated approaches to model design and training. This is a crucial perspective as the limitations of simply increasing model size become apparent.
Key Takeaways
- •Focus shifting from scaling to research.
- •New techniques are crucial for future AI advancements.
- •Frontier models require innovative approaches.
Reference
“Some ideas about new techniques that can unlock new waves of innovations in frontier models.”