The Surprising Universality of LLM Outputs: A Real-Time Verification Primitive
arXiv:2604.25634v1 Announce Type: cross
Abstract: We report a striking statistical regularity in frontier LLM outputs that enables a CPU-only scoring primitive running at 2.6 microseconds per token, with estimated latency up to 100,000$\times$ (five o…