Making education data accessible
📰 OpenAI News
Zelma uses GPT-4 to make education data accessible to parents, teachers, and policymakers in the US
Action Steps
- Gather and clean education data into a uniform format
- Leverage OpenAI's API to bring the data to life
- Fine-tune a model to create a data-aware type-ahead for suggesting questions
- Embed and store known-good example graphs in a vector database
- Design a user experience that nudges people to ask answerable questions
Who Needs to Know This
Data scientists, educators, and policymakers can benefit from Zelma's instant educational insights, while software engineers and AI researchers can learn from its implementation of GPT-4 and fine-tuning techniques
Key Insight
💡 Fine-tuning a model and using intentional design choices can improve the accuracy and usability of AI-powered tools
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📚 Zelma makes education data accessible with GPT-4! 🤖
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