WIP
Research
merkle-GPT
Merkle tree structures for verifiable LLM inference and output authentication
// DESCRIPTION
Using cryptographic Merkle trees to create verifiable proofs of LLM inference.
Research Goal
Enable third-party verification that a specific model produced a specific output.
Approach
- Merkle tree over intermediate activations
- Commitment schemes for layer outputs
- Efficient verification protocols
// HIGHLIGHTS
- Cryptographic AI verification
- Novel Merkle-based approach
- Research in progress