» In complex human systems the constraint is often policy, mindset, or coordination, not a single bottleneck

» Being the “human in the loop” means having genuine authority, time to think, and understanding the bigger picture well enough to question the system

» Bad services can arise from not realising the service and the user need have drifted apart

» GenAI shifts the focus from shipping products to stewarding living systems that are continually learning and adapting

» Delegate the same kinds of task to an AI agent as you would to an intern

» Generative AI won’t help you find product differentiators

» Evals are a way of checking the quality and effectiveness of your LLM and AI tools