Geek Out Time: Building a Kid-Safe AI Agent with Multi-Layer Protection (TF-IDF & Content…

Geek Out Time: Building a Kid-Safe AI Agent with Multi-Layer Protection (TF-IDF & Content Moderation) in Google Colab

This week, I geeked out on something a bit different from my usual LLM tinkering — creating a multi-layer safety pipeline for an AI chat agent designed for kids with Claude Opus 4.1…. 20 bucks gone. 😢

The goal:

And of course — run it all in Google Colab so I can iterate fast.

This is an excerpt — the full article continues on Medium.