Airbnb's tech chief says customer support is the hardest AI problem

Airbnb's chief technology officer, Ahmad Al-Dahle, says customer support is one of the hardest places to use AI. He made the case in a conversation with Ryan on a Stack Overflow podcast, published November 10, 2026. The episode is titled "Customer support is the gnarliest AI problem."

What he talked about

The discussion covered three main points:

• Airbnb is deploying AI agents that can handle chats involving more than one person.
• Engineers balance latency, meaning how long a reply takes, against accuracy.
• AI coding tools demand even better judgment from software teams.

To keep that balance in check, the teams rely on tough tests, called evaluations, that measure how well the AI performs. The episode describes these tests as a moving target, so they keep changing rather than being set once.

What is not known

The material shared so far is a short episode summary. It gives no figures on how well the agents perform, no launch dates, and no details on how the multi-person chats work. Airbnb also points listeners to its tech blog for more on how it is changing its engineering organization to use generative AI across the platform.

For any business weighing AI for customer support, the lesson is plain. Quick answers and right answers pull against each other, and testing has to continue after launch.