Ideas Weave Every Narrative with AI.
Most AI product managers obsess over model accuracy, but the real differentiator in government AI is governance architecture. Guangdong’s WanQing platform reveals five design principles that turn AI from a project cost into a utility. The lesson: stop selling generators, start selling electricity.
Most unit converters give you decimal inches and call it a day. But in real trades—machining, woodworking, 3D printing—you need fractions. This tool finally converts mm to the correct fractional inch with the right denominator, saving time and preventing costly errors. It’s not a math problem; it’s a domain knowledge gap.
After nine months building AI agents, I discovered the real bottleneck isn’t model intelligence — it’s the brittle infrastructure of orchestration, error recovery, and debugging. Agents fail on trivial edge cases because we lack the tools to inspect and control their behavior. The next breakthrough will come from systems engineering, not larger models.