migrant-workers

DueCare: Agentic LLM safety harness for migrant-worker protection — Gemma 4 Good Hackathon submission

Agentic AI that protects job seekers from recruitment fraud. Fans a listing out to MCP sub-agents (registry, domain, scam-db, salary, geocoding) and returns a sourced, reproducible green/amber/red verdict.

DueCare - an agentic Gemma 4 safety harness for migrant-worker exploitation detection, with a 17-package Python workspace, evaluation benchmark, and public hub

勞工自持雙簽憑證錢包＋三層 Policy Gate——讓 AI Agent 只能問到答案，拿不到資料。2026 可信 AI 黑客松 Track 05 × 06。