One AI Vendor Is a Single Point of Failure. Treat It Like One.

The AI model you built your workflow on today may be indistinguishable from its competitor next quarter. That's not a problem. Betting on one of them is.

Pick up any two frontier models and run the same prompt through both. A year ago, you'd get noticeably different outputs: different reasoning styles, different strengths, different failure modes. Today, the gap has narrowed to a point where many enterprise workloads can't reliably tell them apart. That convergence is not an accident. It's the predictable result of an industry eating itself.

And it has significant implications for how you should be building.

Why the Models Are Converging