Tractable Asymmetric Verification for Large Language Models via Deterministic Replicability

Zan-Kai Chong, Hiroyuki Ohsaki, Bryan Ng

The landscape of Large Language Models (LLMs) shifts rapidly towards dynamic, multi-agent systems. This introduces a fundamental challenge in establishing computational trust, spec…