"Cubiczan team on AMD Developer Hackathon: ACT III Hackathon"

Team Idea

a live decision engine where a council of specialized LLM agents (analyst, contrarian, sentinel) debates high-stakes questions, votes, and explains every verdict. Every juror is served locally by vLLM on AMD Instinct GPUs via ROCm, with a real-time dashboard showing per-juror tokens/sec, latency, and GPU utilization — "multi-agent AI you can audit," plus a benchmark story that shows what AMD's compute stack can actually unlock

Team Members

Shyam Desigan

impactquadrant655

Submission

OreLedger AI — Assay & Invoice Auditor

OreLedger pairs supplier invoices with independent assay certificates, recomputes payable metal deterministically, and routes only overbilling, grade-shortfall and duplicate exceptions to a human-signed audit ledger.