What AI-Native Really Means: Building Self-Improving Products
- A working definition of AI-native, and a short test to check your own product against it.
- Why “we added AI features” and “we are AI-native” are two different products, not two stages of the same one.
- How a self-improving product works in practice: it watches where it fails, fixes itself, and proves the fix before shipping.
- When AI makes software replaceable, company knowledge becomes the durable asset – redefining the Product Manager’s role.
- What happens on the day the next frontier model ships: an integration project for most companies, a rebuild for an AI-native one.