Validation-Circuit-LLM
Year: 2026
Type: preprint
Abstract: [Preprint] Argues that the verification circuit layer of a cognitive task (physical execution vs. symbolic consistency) determines the optimal LLM agent architecture. Proposes Validation Layer Awareness (VLA), layer-domain multi-agent division, and training signal separation.
Author: Xiao Qiyun
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: gold
OpenAlex ID: W7170083545