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Overview
I work to bridge the field and the frontier, and help build safe, reliable AI systems that scale. I also write and speak about AI-powered systems and products, and prototype for fun.
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How to Work and Compound with AI
Context as infra, taste as config, verification for autonomy, scale via delegation, closing the loop.
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Product Evals in Three Simple Steps
Label some data, align LLM-evaluators, and run the eval harness with each change.
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Training an LLM-RecSys Hybrid for Steerable Recs with Semantic IDs
An LLM that can converse in English & item IDs, and make recommendations w/o retrieval or tools.
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Evaluating Long-Context Question & Answer Systems
Evaluation metrics, how to build eval datasets, eval methodology, and a review of several benchmarks.
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