Author name: Wesley Shu, Peng Wei

AI Safety as Control of Irreversibility: A Systems Framework for Decision-Energy and Sovereignty Boundaries

Wesley Shu, Peng Wei / May 6, 2026

arXiv:2605.01415v1 Announce Type: new
Abstract: Recent AI systems compress the distance between capability growth and capability deployment. Earlier high-risk technologies were slowed by capital intensity, physical bottlenecks, organizational inertia,…

cs.AI

Artificial Jagged Intelligence as Uneven Optimization Energy Allocation Capability Concentration, Redistribution, and Optimization Governance

Wesley Shu, Peng Wei / May 6, 2026

arXiv:2605.01420v1 Announce Type: new
Abstract: Artificial Jagged Intelligence (AJI) denotes a recurring pattern in which large learning systems exhibit strong local capabilities while remaining weak or brittle in other domains. This paper develops a …