9 articles
Pinterest describes how they built a production MCP (Model Context Protocol) ecosystem to enable AI agents to safely automate engineering tasks.
Airbnb describes how they built a destination recommendation model to help exploratory users in the trip planning stage discover and narrow down travel destinations.
Airbnb recaps its 2025 academic research at KDD, CIKM, and EMNLP covering ML, NLP, and recommendation systems.
Netflix evolved its Graph Search platform to support natural language queries using LLMs, translating user input into their internal Graph Search Filter DSL.
Pinterest introduces PinLanding, a production pipeline that uses multimodal AI to automatically generate shopping collections from billions of catalog items.
Pinterest built a real-time AI-assisted system to measure the prevalence of policy-violating content by tracking what users actually see, not just what they report.
Pinterest shares its strategic shift toward fine-tuned open-source AI models, achieving comparable performance at less than 10% the cost of proprietary models.
Airbnb introduces @generateMock, a GraphQL client directive that uses LLMs to automatically generate realistic, type-safe mock data for testing and prototyping.
PayPal introduces the Agentic Toolkit, a library that integrates PayPal's commerce APIs into AI agent frameworks.
Pinterest
Netflix
Paypal