Verifiable AI · Live

Crucible

Every fine-tuned model gets a birth certificate.

1,200+ tests · 14 documented findings

01 · Problem
When you fine-tune on someone else's GPU, what can you prove about where the model came from?
02 · The demo version
Fine-tune on 0G and trust the output.
03 · What broke
The first model was lost to two SDK defects — one that fails on every platform, one Windows-only. I traced both, built an HTTP retriever that re-derives the storage root, and verified it end to end.
04 · Production
Deterministic model passports anchored on-chain (0G testnet); anyone can verify lineage without a wallet. 0G Bridge Buildathon — Wave 4.

Stack