AILEE Trust Layer is a deterministic trust and safety middleware for AI systems. It mediates uncertainty using confidence thresholds, contextual grace, peer consensus, and fail-safe fallback—transforming raw model outputs into auditable, reliable decisions.

The AILLE-MRSG represents a decisive evolution in algorithmic governance. In an era defined by systemic fragility and opaque AI models, AILLE introduces a verifiable structure for reliability, transparency, and continuity of operation. Its architecture transforms algorithmic risk—from an unpredictable liability into a managed, measurable advantage.

AILEE-Core is a Bitcoin Layer-2 orchestration and execution framework providing off-chain computation, deterministic state verification, federated learning coordination, and Bitcoin-anchored recovery under explicit, auditable trust assumptions.