PoGO: A Scalable Proof of Useful Work via Quantized Gradient Descent and Merkle Proofs

José I. Orlicki

We present a design called Proof of Gradient Optimization (PoGO) for blockchain consensus, where miners produce verifiable evidence of training large-scale machine-learning models.…