We use AI to generate K-5 learning content, but every single output is teacher-vetted before publishing sharing our pipeline.
- 发布
- 09/04 09:26
- 首次发现
- 09/04 15:00
- 类型
- 开发者社区 · RSS
一家公司利用人工智能生成K-5年级的学习内容，但所有产出在发布前都经过教师的审查。他们强调，课程本身是在AI引擎介入之前，与政府学校教师合作两年设计完成的。该公司虽然100%依赖AI，但并非纯粹的“AI公司”。他们正在征求社区对“AI辅助但人工把关”模式在高风险内容生成（如儿童教育）中的看法，探讨完全自动化是否是正确目标，或者在此类领域中是否应永久保持人工参与。
Quick context: we're not really an "AI company" in the pure sense, we're 100% leveraged on AI, but the curriculum itself was designed over two dedicated years directly with government school teachers, before any generation engine touched it.
The actual pipeline: AI content generation engine drafts questions/worksheets → every single question is hand-curated and teacher-vetted → templates themselves were built by curriculum developers, not engineers. Even TTS output and UI copy goes through the same vetting layer.
We still added a report button in-product, because humans reviewing at scale still miss things occasionally ,wanted a fast correction loop instead of pretending the system is perfect.
Curious how this community thinks about "AI-leveraged but human-gated" as a model for high-stakes content generation (kids' education being about as high-stakes as it gets), is full automation ever the right goal here, or should human-in-the-loop stay permanent for this category?