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This paper introduces Proximity Features, a privacy-compliant system that uses aggregated geo-IP data to personalize recommendations for cold-start users at Airbnb, achieving significant booking lifts in production experiments.
This paper from Airbnb combines economic modeling and causal inference to understand how guests respond to prices and how preferences vary, aiming to optimize pricing tools and personalization in the two-sided marketplace.
This paper presents a causal machine learning approach combining double/debiased machine learning with a hierarchical Bayesian framework to estimate the incremental impact of additional supply on marketplace outcomes, using Airbnb as a case study.
Airbnb CEO Brian Chesky plans to launch a new AI lab, having previously held off on LLM partnerships due to existing products not meeting his standards.
Showcases an open-source tool called open-browser-use that enables an AI Agent to operate Chrome browser like a human, completing the full process of finding and booking accommodation on Airbnb, including proactively asking the host.
A robotics startup, The Bot Company, is being sued by an Airbnb host for allegedly causing extensive damage to his home while testing robotic prototypes.
The Bot Company, a $2 billion startup founded by Tesla and Cruise alums, is accused of secretly testing household robots in Airbnbs, causing extensive damage; a host is suing for $12,383.50.
Airbnb CEO Brian Chesky announced that 60% of the company's code is now generated by AI, with managers increasingly using tools like Claude Code to participate in development. This aligns with similar trends at Shopify and Google, signaling a broader industry shift toward AI-assisted software engineering and flatter management structures.