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How CASTLE Solves the Cold Start for Natural Language Search

CASTLE: training natural language search before the first real query
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How Airbnb Replays Real Database Traffic to Test Changes

Beyond synthetic testing: Capturing and replaying real database workloads at Airbnb
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How Chronon Makes Airbnb Recommendations Real-Time

The guest journey, updated in real time: extending Airbnb’s sequence recommender with Chronon
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Building AI That Works Like a Responsible Scientist

Beyond the Model: Engineering AI Infra with Scientific Judgement
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How Project Lighthouse Anonymizes Data and Measures Quality

Project Lighthouse — Part 3: Introducing project-lighthouse-anonymize
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When to Refit, Rebuild, or Leave a Model Alone

How we knew COVID was over (and what our models had to unlearn)
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How Viaduct 1.0 Builds Airbnb’s Scalable Data Mesh

Viaduct 1.0 and the future of Airbnb’s data mesh
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