What I like here is the shift from AI that simply responds to AI that can actually keep working while the conversation continues. The background task execution piece feels especially relevant for business use cases, where the real value comes from connecting the conversation to actions and workflows.

We’re seeing a similar direction at Oglas AI building practical AI around existing business workflows rather than treating AI as just another chat interface. The integration and workflow design will probably matter just as much as the model itself.