AI Agent Engineering Notes
Practical guides to AI agents, agentic systems, and AI-native software engineering
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Tag: Machine Learning
03
Aug 2026
AI Isn't Running Out of Data. It's Running Out of New Human Data.
AI will not suddenly stop improving when the internet runs out of high-quality text. It will have to learn through synthetic data, interaction, experiments, and expert feedback instead.
23
Jul 2026
15 AI Research Papers Every AI Engineer Should Read
A practical reading map for the papers behind transformers, fine-tuning, retrieval, diffusion, mixture-of-experts, and model alignment.