Takeaway

As models improve exponentially, and as AI engineering moves more into real-world, the discipline will be forced to rethink itself around continual production.

The limiting factor is not the strength of the model - it will be the adaptability of the harness.

Adaptability means multi-agent (horizontal), decentralised, mid-runtime intelligence.