The opportunity
Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences…
What they're looking for
- Ensure modularity and extensibility through multi-agent frameworks, agentic: substrates, and declarative planning pipelines.
- Define communication protocols, coordination strategies, and cross-agent: knowledge alignment mechanisms to foster emergent cooperative intelligence.
- Build and evolve stateful, dynamic models that combine supervised learning: with online/offline reinforcement, simulation-based rollouts, and symbol grounding.
- Implement hybrid pipelines that couple learned embeddings, prompted: generative models, and graph-theoretic inference.