Machine LearningVerifiable ComputingHardware Non-Determinism
Jan 27, 2026Optimistic Verifiable Training by Controlling Hardware Nondeterminism
This research details a novel method for verifiable machine learning model training by controlling hardware non-determinism, ensuring identical model outputs across different GPUs for enhanced security and accountability.
