DeepProve – Verifiable AI Fine-Tuning with Zero-Knowledge Proofs
AI is powerful—but without transparency, it becomes a black box. DeepProve is changing that with Zero-Knowledge (ZK) proofs designed to make AI cryptographically safe and verifiable.
🔑 Proofs of Fine-Tuning – one of four ZK proof types in development:
✅ Verifiable model updates
✅ Authorized dataset use
✅ Compliance with training constraints
This ensures enterprises, defense systems, and researchers can prove how a pre-trained model was adapted—without exposing sensitive data or methods.
💡 Use Cases:
A law firm verifying its AI is fine-tuned only on internal legal documents.
Defense AI models adapted for threat detection under strict constraints.
Scientific models tuned for research without risk of dataset leakage.
With DeepProve, specialized AI no longer sacrifices oversight. Fine-tuning becomes a transparent, provable process.
🔐 The future of AI starts with ZK.
🌍 The future of humanity starts with Lagrange.
