AI Lesson & Submodule
Classification Prompts
Build templates to sort unstructured inputs into categorical buckets.
Why This Matters
Classifiers are the workhorses of AI agent routing pipelines.
What You Will Learn
- •Implement class templates
- •Map confidence outputs
- •Handle boundary cases
Concepts Covered
Binary labelingIntent routing classificationThreshold rules
Mapped Foundation Project: AI Scam Detector
System design analyzing incoming messages for fraud signals, using classification prompt instructions and confidence bounds.
Architecture Preview
Inbound message router evaluating inputs against prompt structures and returning classified risk vectors.
User Input TextScam Evaluator PromptScam Model Call
Tech Stack Planned
ReactTypeScript
GitHub: Coming SoonLive Demo: Coming Soon
Coming SoonTechnical Interview Value
- ?Detail how to structure few-shot examples to isolate scams from normal inputs