The Recommender's Lesson: How Scalable Learning Augments Human Insight
From collaborative filtering to generative AI: tracing the evolution of recommender systems through the lens of the bitter lesson
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Thoughts on ML models, AI applications, distributed systems, and data platforms.
Arc-Graph: Declarative Machine Learning for the Age of AI Agents
How declarative ML creates a shared language for human-agent collaboration.
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