Statewave Guide — Day 4: We passed the safety test. Then failed the product test

说明与用途

模型安全测试通过，但产品实用性低，原因是输出过于技术化。新增指导编译器和渲染器，将技术知识转化为用户友好指引。

问题

Verified product knowledge from a model does not automatically translate into human‑friendly guidance, leading to technical, unhelpful outputs.

结果

Safety metrics remained strong while product usefulness improved by filtering technical details and presenting verified capabilities in user‑friendly language.

工作流

• 1. Run safety test on model outputs. 2. Measure product usefulness with GPT‑5.6 Sol rubric. 3. Identify technical gaps and missing capabilities. 4. Add Guidance Compiler layer to filter what to tell the user. 5. Add Renderer layer to phrase guidance appropriately. 6. Re‑evaluate outputs for technicality and usefulness.

证据

Wrong-feature claims accepted 0 Unsupported claims accepted 0 Model restraint 30/30 Verified claim yield 95%

来源

1 / 3 median usefulness 24% rated genuinely useful

来源

14 / 21 outputs were too technical.

来源

Technically correct data structures do not automatically know how to talk to humans.

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