This article uses cake analogies and real-world case studies of failures — not to shame, but to remind us that AI is not experimental. It require structure, precision, and respect.
As AI heats up, it’s time to recenter the conversation—the infrastructure, processes, and federated trust layers that make AI durable, repeatable, and real.