Inside-Out AI: How Ahmad Al-Dahle Is Rebuilding Airbnb with AI
Ahmad Al-Dahle, former lead of Meta's Llama models, is driving a comprehensive AI transformation at Airbnb. His strategy focuses on embedding generative AI into both internal engineering workflows and guest-facing applications. This move reflects an industry-wide shift where elite AI researchers are transitioning from building foundational open-source models to implementing enterprise AI at scale in top-tier consumer platforms. The 'inside-out' approach prioritizes enhancing internal developer productivity and product development pipelines while reimagining the core guest booking and discovery experience through large language models.
## BACKGROUND
Llama is a family of open-weights large language models developed by Meta AI, spanning from small models to massive state-of-the-art systems like Llama 3.1 405B. Ahmad Al-Dahle previously oversaw the creation and instruction fine-tuning of these models before taking charge of AI strategy at Airbnb.