Databricks starts tens of millions of machines a day. Each one used to wait about five seconds for its network rules. That wait is now 125 milliseconds.
Airbnb now records 50 million samples a second from its live systems. That is how they watch the product for guests and hosts. The store holds 2.5 petabytes.
Uber scaled agent usage 7x. More than 70% of pull requests now come from local or cloud agents. Holding the model fixed, cost per session fell 52% from the June peak.
Apple's biggest on-device model is 20 billion parameters. It only wakes 1 to 4 billion per request. The rest stays in flash. That is how a phone holds the big model.
A warehouse robot has now worked more than 65,000 hours in real factories. Agility says Digit has run that time across nine customer sites. They also announced more than $300 million in Digit v5 orders, but those are multi-year and still tied to milestones.