Mandatory Verifiable Computation Utility Layer

The Mandatory Verifiable Computation Utility Layer (MVCUL) represents a foundational shift in digital infrastructure, transitioning computational trust from proprietary model ownership or institutional reputation to cryptographic proof. As the complexity and opacity of large-scale Artificial Intelligence models become mission-critical across global sectors—including finance, life sciences, military targeting, and resource allocation—the primary systemic risk has migrated from data exfiltration to 'algorithmic poisoning.' This threat vector involves subtle, malicious manipulation of input parameters or model weights that guides an AI system toward generating incorrect, yet structurally plausible, outputs. The MVCUL is the mandatory architectural solution designed to mitigate this vulnerability by requiring all high-stakes computations to be accompanied by mathematically verifiable proofs of integrity.