Feb 3 · 1 min read · This text provides an in-depth analysis of the contemporary paradigm of AI development, known as the scaling doctrine. The author deconstructs the technical assumptions that exponential growth in computing power, data volume, and parameter counts lea...
Join discussionAug 20, 2025 · 40 min read · Note: This document provides structured and elaboratively encoded study notes designed for deep conceptual understanding, long-term retention, and easy navigation. It is just my personal rewritten version of concepts I’ve studied from Chip Huyen’s bo...
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Apr 26, 2025 · 4 min read · Data flywheels are very important if you are building agents in production. If you have live users using your agent having a proper data flywheel in place is really crucial. What is a data flywheel? Data flywheel is a self-reinforcing loop that uses ...
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