Compute Verification Goes Beyond Performance Benchmarks

As computing moves to decentralized and GPU-based systems, proving actual execution becomes critical—yet simple performance benchmarks cannot provide this proof. A proper compute receipt must document the specific workload, execution environment, and output, distinct from capacity benchmarks that only measure hardware performance. This framework is essential for blockchain ML networks and confidential computing where verifiable execution underpins trust.