The speaker says effective agent-swarm design does not arise automatically from a highly capable model such as GPT-6 Astra; it requires deliberate work.

“the agent swarm design is not something you can just take for granted like it's not like gpt6 astra is just super smart and then it just got agent swarms running well they clearly train i mean the the hugging face incident was them training a system to be like a swarm uh and i think like clearly they've done something really well to the point where you can throw 40 million dollars and solve an unsolved problem”